Humanity's Last Exam

Long Phan; Alice Gatti; Ziwen Han; Nathaniel Li; Josephina Hu; Hugh Zhang; Chen Bo Calvin Zhang; Mohamed Shaaban; John Ling; Sean Shi; Michael Choi; Anish Agrawal; Arnav Chopra; Adam Khoja; Ryan Kim; Richard Ren; Jason Hausenloy; Oliver Zhang; Mantas Mazeika; Dmitry Dodonov; Tung Nguyen; Jaeho Lee; Daron Anderson; Mikhail Doroshenko; Alun Cennyth Stokes; Mobeen Mahmood; Oleksandr Pokutnyi; Oleg Iskra; Jessica P Wang; John-Clark Levin; Mstyslav Kazakov; Fiona Feng; Steven Y Feng; Haoran Zhao; Michael Yu; Varun Gangal; Chelsea Zou; Zihan Wang; Serguei Popov; Robert Gerbicz; Geoff Galgon; Johannes Schmitt; Will Yeadon; Yongki Lee; Scott Sauers; Alvaro Sanchez; Fabian Giska; Marc Roth; Søren Riis; Saiteja Utpala; Noah Burns; Gashaw M Goshu; Mohinder Maheshbhai Naiya; Chidozie Agu; Zachary Giboney; Antrell Cheatom; Francesco Fournier-Facio; Sarah-Jane Crowson; Lennart Finke; Zerui Cheng; Jennifer Zampese; Ryan G Hoerr; Mark Nandor; Hyunwoo Park; Tim Gehrunger; Jiaqi Cai; Ben McCarty; Alexis C Garretson; Edwin Taylor; Damien Sileo; Qiuyu Ren; Usman Qazi; Lianghui Li; Jungbae Nam; John B Wydallis; Pavel Arkhipov; Jack Wei Lun Shi; Aras Bacho; Chris G Willcocks; Hangrui Cao; Sumeet Motwani; Emily de Oliveira Santos; Johannes Veith; Edward Vendrow; Doru Cojoc; Kengo Zenitani; Joshua Robinson; Longke Tang; Yuqi Li; Joshua Vendrow; Natanael Wildner Fraga; Vladyslav Kuchkin; Andrey Pupasov Maksimov; Pierre Marion; Denis Efremov; Jayson Lynch; Kaiqu Liang; Aleksandar Mikov; Andrew Gritsevskiy; Julien Guillod; Gözdenur Demir; Dakotah Martinez; Ben Pageler; Kevin Zhou; Saeed Soori; Ori Press; Henry Tang; Paolo Rissone; Sean R Green; Lina Brüssel; Moon Twayana; Aymeric Dieuleveut; Joseph Marvin Imperial; Ameya Prabhu; Jinzhou Yang; Nick Crispino; Arun Rao; Dimitri Zvonkine; Gabriel Loiseau; Mikhail Kalinin; Marco Lukas; Ciprian Manolescu; Nate Stambaugh; Subrata Mishra; Tad Hogg; Carlo Bosio; Brian P Coppola; Julian Salazar; Jaehyeok Jin; Rafael Sayous; Stefan Ivanov; Philippe Schwaller; Shaipranesh Senthilkuma; Andres M Bran; Andres Algaba; Kelsey Van den Houte; Lynn Van Der Sypt; Brecht Verbeken; David Noever; Alexei Kopylov; Benjamin Myklebust; Bikun Li; Lisa Schut; Evgenii Zheltonozhskii; Qiaochu Yuan; Derek Lim; Richard Stanley; Tong Yang; John Maar; Julian Wykowski; Martí Oller; Anmol Sahu; Cesare Giulio Ardito; Yuzheng Hu; Ariel Ghislain Kemogne Kamdoum; Alvin Jin; Tobias Garcia Vilchis; Yuexuan Zu; Martin Lackner; James Koppel; Gongbo Sun; Daniil S Antonenko; Steffi Chern; Bingchen Zhao; Pierrot Arsene; Joseph M Cavanagh; Daofeng Li; Jiawei Shen; Donato Crisostomi; Wenjin Zhang; Ali Dehghan; Sergey Ivanov; David Perrella; Nurdin Kaparov; Allen Zang; Ilia Sucholutsky; Arina Kharlamova; Daniil Orel; Vladislav Poritski; Shalev Ben-David; Zachary Berger; Parker Whitfill; Michael Foster; Daniel Munro; Linh Ho; Shankar Sivarajan; Dan Bar Hava; Aleksey Kuchkin; David Holmes; Alexandra Rodriguez-Romero; Frank Sommerhage; Anji Zhang; Richard Moat; Keith Schneider; Zakayo Kazibwe; Don Clarke; Dae Hyun Kim; Felipe Meneguitti Dias; Sara Fish; Veit Elser; Tobias Kreiman; Victor Efren Guadarrama Vilchis; Immo Klose; Ujjwala Anantheswaran; Adam Zweiger; Kaivalya Rawal; Jeffery Li; Jeremy Nguyen; Nicolas Daans; Haline Heidinger; Maksim Radionov; Václav Rozhoň; Vincent Ginis; Christian Stump; Niv Cohen; Rafał Poświata; Josef Tkadlec; Alan Goldfarb; Chenguang Wang; Piotr Padlewski; Stanislaw Barzowski; Kyle Montgomery; Ryan Stendall; Jamie Tucker-Foltz; Jack Stade; T. Ryan Rogers; Tom Goertzen; Declan Grabb; Abhishek Shukla; Alan Givré; John Arnold Ambay; Archan Sen; Muhammad Fayez Aziz; Mark H Inlow; Hao He; Ling Zhang; Younesse Kaddar; Ivar Ängquist; Yanxu Chen; Harrison K Wang; Kalyan Ramakrishnan; Elliott Thornley; Antonio Terpin; Hailey Schoelkopf; Eric Zheng; Avishy Carmi; Ethan D. L Brown; Kelin Zhu; Max Bartolo; Richard Wheeler; Martin Stehberger; Peter Bradshaw; J P Heimonen; Kaustubh Sridhar; Ido Akov; Jennifer Sandlin; Yury Makarychev; Joanna Tam; Hieu Hoang; David M Cunningham; Vladimir Goryachev; Demosthenes Patramanis; Michael Krause; Andrew Redenti; David Aldous; Jesyin Lai; Shannon Coleman; Jiangnan Xu; Sangwon Lee; Ilias Magoulas; Sandy Zhao; Ning Tang; Michael K Cohen; Orr Paradise; Jan Hendrik Kirchner; Maksym Ovchynnikov; Jason O Matos; Adithya Shenoy; Michael Wang; Yuzhou Nie; Anna Sztyber-Betley; Paolo Faraboschi; Robin Riblet; Jonathan Crozier; Shiv Halasyamani; Shreyas Verma; Prashant Joshi; Eli Meril; Ziqiao Ma; Jérémy Andréoletti; Raghav Singhal; Jacob Platnick; Volodymyr Nevirkovets; Luke Basler; Alexander Ivanov; Seri Khoury; Nils Gustafsson; Marco Piccardo; Hamid Mostaghimi; Qijia Chen; Virendra Singh; Tran Quoc Khánh; Paul Rosu; Hannah Szlyk; Zachary Brown; Himanshu Narayan; Aline Menezes; Jonathan Roberts; William Alley; Kunyang Sun; Arkil Patel; Max Lamparth; Anka Reuel; Linwei Xin; Hanmeng Xu; Jacob Loader; Freddie Martin; Zixuan Wang; Andrea Achilleos; Thomas Preu; Tomek Korbak; Ida Bosio; Fereshteh Kazemi; Ziye Chen; Biró Bálint; Eve J. Y Lo; Jiaqi Wang; Maria Inês S Nunes; Jeremiah Milbauer; M Saiful Bari; Zihao Wang; Behzad Ansarinejad; Yewen Sun; Stephane Durand; Hossam Elgnainy; Guillaume Douville; Daniel Tordera; George Balabanian; Hew Wolff; Lynna Kvistad; Hsiaoyun Milliron; Ahmad Sakor; Murat Eron; Andrew Favre D O; Shailesh Shah; Xiaoxiang Zhou; Firuz Kamalov; Sherwin Abdoli; Tim Santens; Shaul Barkan; Allison Tee; Robin Zhang; Alessandro Tomasiello; G. Bruno De Luca; Shi-Zhuo Looi; Vinh-Kha Le; Noam Kolt; Jiayi Pan; Emma Rodman; Jacob Drori; Carl J Fossum; Niklas Muennighoff; Milind Jagota; Ronak Pradeep; Honglu Fan; Jonathan Eicher; Michael Chen; Kushal Thaman; William Merrill; Moritz Firsching; Carter Harris; Stefan Ciobâcă; Jason Gross; Rohan Pandey; Ilya Gusev; Adam Jones; Shashank Agnihotri; Pavel Zhelnov; Mohammadreza Mofayezi; Alexander Piperski; David K Zhang; Kostiantyn Dobarskyi; Roman Leventov; Ignat Soroko; Joshua Duersch; Vage Taamazyan; Andrew Ho; Wenjie Ma; William Held; Ruicheng Xian; Armel Randy Zebaze; Mohanad Mohamed; Julian Noah Leser; Michelle X Yuan; Laila Yacar; Johannes Lengler; Katarzyna Olszewska; Claudio Di Fratta; Edson Oliveira; Joseph W Jackson; Andy Zou; Muthu Chidambaram; Timothy Manik; Hector Haffenden; Dashiell Stander; Ali Dasouqi; Alexander Shen; Bita Golshani; David Stap; Egor Kretov; Mikalai Uzhou; Alina Borisovna Zhidkovskaya; Nick Winter; Miguel Orbegozo Rodriguez; Robert Lauff; Dustin Wehr; Colin Tang; Zaki Hossain; Shaun Phillips; Fortuna Samuele; Fredrik Ekström; Angela Hammon; Oam Patel; Faraz Farhidi; George Medley; Forough Mohammadzadeh; Madellene Peñaflor; Haile Kassahun; Alena Friedrich; Rayner Hernandez Perez; Daniel Pyda; Taom Sakal; Omkar Dhamane; Ali Khajegili Mirabadi; Eric Hallman; Kenchi Okutsu; Mike Battaglia; Mohammad Maghsoudimehrabani; Alon Amit; Dave Hulbert; Roberto Pereira; Simon Weber; Handoko; Anton Peristyy; Stephen Malina; Mustafa Mehkary; Rami Aly; Frank Reidegeld; Anna-Katharina Dick; Cary Friday; Mukhwinder Singh; Hassan Shapourian; Wanyoung Kim; Mariana Costa; Hubeyb Gurdogan; Harsh Kumar; Chiara Ceconello; Chao Zhuang; Haon Park; Micah Carroll; Andrew R Tawfeek; Stefan Steinerberger; Daattavya Aggarwal; Michael Kirchhof; Linjie Dai; Evan Kim; Johan Ferret; Jainam Shah; Yuzhou Wang; Minghao Yan; Krzysztof Burdzy; Lixin Zhang; Antonio Franca; Diana T Pham; Kang Yong Loh; Abram Jackson; Paolo Giordano; Philipp Petersen; Adrian Cosma; Jesus Colino; Colin White; Jacob Votava; Vladimir Vinnikov; Ethan Delaney; Petr Spelda; Vit Stritecky; Syed M Shahid; Jean-Christophe Mourrat; Lavr Vetoshkin; Koen Sponselee; Renas Bacho; Zheng-Xin Yong; Florencia de la Rosa; Nathan Cho; Xiuyu Li; Guillaume Malod; Orion Weller; Guglielmo Albani; Leon Lang; Julien Laurendeau; Dmitry Kazakov; Fatimah Adesanya; Julien Portier; Lawrence Hollom; Victor Souza; Yuchen Anna Zhou; Julien Degorre; Yiğit Yalın; Gbenga Daniel Obikoya; Rai; Filippo Bigi; M. C Boscá; Oleg Shumar; Kaniuar Bacho; Gabriel Recchia; Mara Popescu; Nikita Shulga; Ngefor Mildred Tanwie; Thomas C. H Lux; Ben Rank; Colin Ni; Matthew Brooks; Alesia Yakimchyk; Huanxu; Liu; Stefano Cavalleri; Olle Häggström; Emil Verkama; Joshua Newbould; Hans Gundlach; Leonor Brito-Santana; Brian Amaro; Vivek Vajipey; Rynaa Grover; Ting Wang; Yosi Kratish; Wen-Ding Li; Sivakanth Gopi; Andrea Caciolai; Christian Schroeder de Witt; Pablo Hernández-Cámara; Emanuele Rodolà; Jules Robins; Dominic Williamson; Vincent Cheng; Brad Raynor; Hao Qi; Ben Segev; Jingxuan Fan; Sarah Martinson; Erik Y Wang; Kaylie Hausknecht; Michael P Brenner; Mao Mao; Christoph Demian; Peyman Kassani; Xinyu Zhang; David Avagian; Eshawn Jessica Scipio; Alon Ragoler; Justin Tan; Blake Sims; Rebeka Plecnik; Aaron Kirtland; Omer Faruk Bodur; D. P Shinde; Yan Carlos Leyva Labrador; Zahra Adoul; Mohamed Zekry; Ali Karakoc; Tania C. B Santos; Samir Shamseldeen; Loukmane Karim; Anna Liakhovitskaia; Nate Resman; Nicholas Farina; Juan Carlos Gonzalez; Gabe Maayan; Earth Anderson; Rodrigo De Oliveira Pena; Elizabeth Kelley; Hodjat Mariji; Rasoul Pouriamanesh; Wentao Wu; Ross Finocchio; Ismail Alarab; Joshua Cole; Danyelle Ferreira; Bryan Johnson; Mohammad Safdari; Liangti Dai; Siriphan Arthornthurasuk; Isaac C McAlister; Alejandro José Moyano; Alexey Pronin; Jing Fan; Angel Ramirez-Trinidad; Yana Malysheva; Daphiny Pottmaier; Omid Taheri; Stanley Stepanic; Samuel Perry; Luke Askew; Raúl Adrián Huerta Rodríguez; Ali M. R Minissi; Ricardo Lorena; Krishnamurthy Iyer; Arshad Anil Fasiludeen; Ronald Clark; Josh Ducey; Matheus Piza; Maja Somrak; Eric Vergo; Juehang Qin; Benjámin Borbás; Eric Chu; Jack Lindsey; Antoine Jallon; I. M. J McInnis; Evan Chen; Avi Semler; Luk Gloor; Tej Shah; Marc Carauleanu; Pascal Lauer; Tran Đuc Huy; Hossein Shahrtash; Emilien Duc; Lukas Lewark; Assaf Brown; Samuel Albanie; Brian Weber; Warren S Vaz; Pierre Clavier; Yiyang Fan; Gabriel Poesia Reis e Silva; Long; Lian; Marcus Abramovitch; Xi Jiang; Sandra Mendoza; Murat Islam; Juan Gonzalez; Vasilios Mavroudis; Justin Xu; Pawan Kumar; Laxman Prasad Goswami; Daniel Bugas; Nasser Heydari; Ferenc Jeanplong; Thorben Jansen; Antonella Pinto; Archimedes Apronti; Abdallah Galal; Ng Ze-An; Ankit Singh; Tong Jiang; Joan of Arc Xavier; Kanu Priya Agarwal; Mohammed Berkani; Gang Zhang; Zhehang Du; Benedito Alves de Oliveira Junior; Dmitry Malishev; Nicolas Remy; Taylor D Hartman; Tim Tarver; Stephen Mensah; Gautier Abou Loume; Wiktor Morak; Farzad Habibi; Sarah Hoback; Will Cai; Javier Gimenez; Roselynn Grace Montecillo; Jakub Łucki; Russell Campbell; Asankhaya Sharma; Khalida Meer; Shreen Gul; Daniel Espinosa Gonzalez; Xavier Alapont; Alex Hoover; Gunjan Chhablani; Freddie Vargus; Arunim Agarwal; Yibo Jiang; Deepakkumar Patil; David Outevsky; Kevin Joseph Scaria; Rajat Maheshwari; Abdelkader Dendane; Priti Shukla; Ashley Cartwright; Sergei Bogdanov; Niels Mündler; Sören Möller; Luca Arnaboldi; Kunvar Thaman; Muhammad Rehan Siddiqi; Prajvi Saxena; Himanshu Gupta; Tony Fruhauff; Glen Sherman; Mátyás Vincze; Siranut Usawasutsakorn; Dylan Ler; Anil Radhakrishnan; Innocent Enyekwe; Sk Md Salauddin; Jiang Muzhen; Aleksandr Maksapetyan; Vivien Rossbach; Chris Harjadi; Mohsen Bahaloohoreh; Claire Sparrow; Jasdeep Sidhu; Sam Ali; Song Bian; John Lai; Eric Singer; Justine Leon Uro; Greg Bateman; Mohamed Sayed; Ahmed Menshawy; Darling Duclosel; Dario Bezzi; Yashaswini Jain; Ashley Aaron; Murat Tiryakioglu; Sheeshram Siddh; Keith Krenek; Imad Ali Shah; Jun Jin; Scott Creighton; Denis Peskoff; Zienab EL-Wasif; Ragavendran PV; Michael Richmond; Joseph McGowan; Tejal Patwardhan; Hao-Yu Sun; Ting Sun; Nikola Zubić; Samuele Sala; Stephen Ebert; Jean Kaddour; Manuel Schottdorf; Dianzhuo Wang; Gerol Petruzella; Alex Meiburg; Tilen Medved; Ali ElSheikh; S Ashwin Hebbar; Lorenzo Vaquero; Xianjun Yang; Jason Poulos; Vilém Zouhar; Sergey Bogdanik; Mingfang Zhang; Jorge Sanz-Ros; David Anugraha; Yinwei Dai; Anh N Nhu; Xue Wang; Ali Anil Demircali; Zhibai Jia; Yuyin Zhou; Juncheng Wu; Mike He; Nitin Chandok; Aarush Sinha; Gaoxiang Luo; Long Le; Mickaël Noyé; Ioannis Pantidis; Tianbo Qi; Soham Sachin Purohit; Letitia Parcalabescu; Thai-Hoa Nguyen; Genta Indra Winata; Edoardo M Ponti; Hanchen Li; Kaustubh Dhole; Jongee Park; Dario Abbondanza; Yuanli Wang; Anupam Nayak; Diogo M Caetano; Antonio A. W. L Wong; Maria del Rio-Chanona; Dániel Kondor; Pieter Francois; Ed Chalstrey; Jakob Zsambok; Dan Hoyer; Jenny Reddish; Jakob Hauser; Francisco-Javier Rodrigo-Ginés; Suchandra Datta; Maxwell Shepherd; Thom Kamphuis; Qizheng Zhang; Hyunjun Kim; Ruiji Sun; Jianzhu Yao; Franck Dernoncourt; Satyapriya Krishna; Sina Rismanchian; Bonan Pu; Francesco Pinto; Yingheng Wang; Kumar Shridhar; Kalon J Overholt; Glib Briia; Hieu Nguyen; David; Soler Bartomeu; Tony CY Pang; Adam Wecker; Yifan Xiong; Fanfei Li; Lukas S Huber; Joshua Jaeger; Romano De Maddalena; Xing Han Lù; Yuhui Zhang; Claas Beger; Patrick Tser Jern Kon; Sean Li; Vivek Sanker; Ming Yin; Yihao Liang; Xinlu Zhang; Ankit Agrawal; Li S Yifei; Zechen Zhang; Mu Cai; Yasin Sonmez; Costin Cozianu; Changhao Li; Alex Slen; Shoubin Yu; Hyun Kyu Park; Gabriele Sarti; Marcin Briański; Alessandro Stolfo; Truong An Nguyen; Mike Zhang; Yotam Perlitz; Jose Hernandez-Orallo; Runjia Li; Amin Shabani; Felix Juefei-Xu; Shikhar Dhingra; Orr Zohar; My Chiffon Nguyen; Alexander Pondaven; Abdurrahim Yilmaz; Xuandong Zhao; Chuanyang Jin; Muyan Jiang; Stefan Todoran; Xinyao Han; Jules Kreuer; Brian Rabern; Anna Plassart; Martino Maggetti; Luther Yap; Robert Geirhos; Jonathon Kean; Dingsu Wang; Sina Mollaei; Chenkai Sun; Yifan Yin; Shiqi Wang; Rui Li; Yaowen Chang; Anjiang Wei; Alice Bizeul; Xiaohan Wang; Alexandre Oliveira Arrais; Kushin Mukherjee; Jorge Chamorro-Padial; Jiachen Liu; Xingyu Qu; Junyi Guan; Adam Bouyamourn; Shuyu Wu; Martyna Plomecka; Junda Chen; Mengze Tang; Jiaqi Deng; Shreyas Subramanian; Haocheng Xi; Haoxuan Chen; Weizhi Zhang; Yinuo Ren; Haoqin Tu; Sejong Kim; Yushun Chen; Sara Vera Marjanović; Junwoo Ha; Grzegorz Luczyna; Jeff J Ma; Zewen Shen; Dawn Song; Cedegao E Zhang; Zhun Wang; Gaël Gendron; Yunze Xiao; Leo Smucker; Erica Weng; Kwok Hao Lee; Zhe Ye; Stefano Ermon; Ignacio D Lopez-Miguel; Theo Knights; Anthony Gitter; Namkyu Park; Boyi Wei; Hongzheng Chen; Kunal Pai; Ahmed Elkhanany; Han Lin; Philipp D Siedler; Jichao Fang; Ritwik Mishra; Károly Zsolnai-Fehér; Xilin Jiang; Shadab Khan; Jun Yuan; Rishab Kumar Jain; Xi Lin; Mike Peterson; Zhe Wang; Aditya Malusare; Maosen Tang; Isha Gupta; Ivan Fosin; Timothy Kang; Barbara Dworakowska; Kazuki Matsumoto; Guangyao Zheng; Gerben Sewuster; Jorge Pretel Villanueva; Ivan Rannev; Igor Chernyavsky; Jiale Chen; Deepayan Banik; Ben Racz; Wenchao Dong; Jianxin Wang; Laila Bashmal; Duarte V Gonçalves; Wei Hu; Kaushik Bar; Ondrej Bohdal; Atharv Singh Patlan; Shehzaad Dhuliawala; Caroline Geirhos; Julien Wist; Yuval Kansal; Bingsen Chen; Kutay Tire; Atak Talay Yücel; Brandon Christof; Veerupaksh Singla; Zijian Song; Sanxing Chen; Jiaxin Ge; Kaustubh Ponkshe; Isaac Park; Tianneng Shi; Martin Q Ma; Joshua Mak; Sherwin Lai; Antoine Moulin; Zhuo Cheng; Zhanda Zhu; Ziyi Zhang; Vaidehi Patil; Ketan Jha; Qiutong Men; Jiaxuan Wu; Tianchi Zhang; Bruno Hebling Vieira; Alham Fikri Aji; Jae-Won Chung; Mohammed Mahfoud; Ha Thi Hoang; Marc Sperzel; Wei Hao; Kristof Meding; Sihan Xu; Vassilis Kostakos; Davide Manini; Yueying Liu; Christopher Toukmaji; Jay Paek; Eunmi Yu; Arif Engin Demircali; Zhiyi Sun; Ivan Dewerpe; Hongsen Qin; Roman Pflugfelder; James Bailey; Johnathan Morris; Ville Heilala; Sybille Rosset; Zishun Yu; Peter E Chen; Woongyeong Yeo; Eeshaan Jain; Ryan Yang; Sreekar Chigurupati; Julia Chernyavsky; Sai Prajwal Reddy; Subhashini Venugopalan; Hunar Batra; Core Francisco Park; Hieu Tran; Guilherme Maximiano; Genghan Zhang; Yizhuo Liang; Hu Shiyu; Rongwu Xu; Rui Pan; Siddharth Suresh; Ziqi Liu; Samaksh Gulati; Songyang Zhang; Peter Turchin; Christopher W Bartlett; Christopher R Scotese; Phuong M Cao; Aakaash Nattanmai; Gordon McKellips; Anish Cheraku; Asim Suhail; Ethan Luo; Marvin Deng; Jason Luo; Ashley Zhang; Kavin Jindel; Kasper Halevy; Allen Baranov; Michael Liu; Advaith Avadhanam; David Zhang; Brad Ma; Evan Fu; Liam Do; Joshua Lass; Hubert Yang; Surya Sunkari; Vishruth Bharath; Violet Ai; James Leung; Rishit Agrawal; Alan Zhou; Kevin Chen; Tejas Kalpathi; Ziqi Xu; Gavin Wang; Tyler Xiao; Erik Maung; Sam Lee; Roy Yue; Ben Zhao; Julia Yoon; Sunny Sun; Aryan Singh; Clark Peng; Tyler Osbey; Taozhi Wang; Daryl Echeazu; Timothy Wu; Spandan Patel; Vidhi Kulkarni; Vijaykaarti Sundarapandiyan; Andrew Le; Zafir Nasim; Srikar Yalam; Ritesh Kasamsetty; Soham Samal; David Sun; Nihar Shah; Abhijeet Saha; Alex Zhang; Leon Nguyen; Laasya Nagumalli; Kaixin Wang; Aidan Wu; Anwith Telluri; Summer Yue; Alexandr Wang; Dan Hendrycks

doi:10.48550/arxiv.2501.14249

Back

Preprint

Open access

Humanity's Last Exam

Long Phan, Alice Gatti, Ziwen Han, Nathaniel Li, Josephina Hu, Hugh Zhang, Chen Bo Calvin Zhang, Mohamed Shaaban, John Ling, Sean Shi, …

ArXiv.org

Cornell University

2025

DOI: https://doi.org/10.48550/arxiv.2501.14249

Files and links (1)

pdf

Preprint1.99 MBDownload View

CC BY V4.0, Open Access

Abstract

Computer Science - Artificial Intelligence

Computer Science - Computation and Language

Computer Science - Learning

Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achieve over 90\% accuracy on popular benchmarks like MMLU, limiting informed measurement of state-of-the-art LLM capabilities. In response, we introduce Humanity's Last Exam (HLE), a multi-modal benchmark at the frontier of human knowledge, designed to be the final closed-ended academic benchmark of its kind with broad subject coverage. HLE consists of 2,500 questions across dozens of subjects, including mathematics, humanities, and the natural sciences. HLE is developed globally by subject-matter experts and consists of multiple-choice and short-answer questions suitable for automated grading. Each question has a known solution that is unambiguous and easily verifiable, but cannot be quickly answered via internet retrieval. State-of-the-art LLMs demonstrate low accuracy and calibration on HLE, highlighting a significant gap between current LLM capabilities and the expert human frontier on closed-ended academic questions.

Details

Title: Humanity's Last Exam
Authors/Creators: Long Phan - Pokorný
Alice Gatti - Pokorný
Ziwen Han - Pokorný
Nathaniel Li - Pokorný
Josephina Hu - Pokorný
Hugh Zhang - Pokorný
Chen Bo Calvin Zhang - Pokorný
Mohamed Shaaban - Pokorný
John Ling - Pokorný
Sean Shi - Pokorný
Michael Choi - Pokorný
Anish Agrawal - Pokorný
Arnav Chopra - Pokorný
Adam Khoja - Pokorný
Ryan Kim - Pokorný
Richard Ren - Pokorný
Jason Hausenloy - Pokorný
Oliver Zhang - Pokorný
Mantas Mazeika - Pokorný
Dmitry Dodonov - Pokorný
Tung Nguyen - Pokorný
Jaeho Lee - Pokorný
Daron Anderson - Pokorný
Mikhail Doroshenko - Pokorný
Alun Cennyth Stokes - Pokorný
Mobeen Mahmood - Pokorný
Oleksandr Pokutnyi - Pokorný
Oleg Iskra - Pokorný
Jessica P Wang - Pokorný
John-Clark Levin - Pokorný
Mstyslav Kazakov - Pokorný
Fiona Feng - Pokorný
Steven Y Feng - Pokorný
Haoran Zhao - Pokorný
Michael Yu - Pokorný
Varun Gangal - Pokorný
Chelsea Zou - Pokorný
Zihan Wang - Pokorný
Serguei Popov - Pokorný
Robert Gerbicz - Pokorný
Geoff Galgon - Pokorný
Johannes Schmitt - Pokorný
Will Yeadon - Pokorný
Yongki Lee - Pokorný
Scott Sauers - Pokorný
Alvaro Sanchez - Pokorný
Fabian Giska - Pokorný
Marc Roth - Pokorný
Søren Riis - Pokorný
Saiteja Utpala - Pokorný
Noah Burns - Pokorný
Gashaw M Goshu - Pokorný
Mohinder Maheshbhai Naiya - Pokorný
Chidozie Agu - Pokorný
Zachary Giboney - Pokorný
Antrell Cheatom - Pokorný
Francesco Fournier-Facio - Pokorný
Sarah-Jane Crowson - Pokorný
Lennart Finke - Pokorný
Zerui Cheng - Pokorný
Jennifer Zampese - Pokorný
Ryan G Hoerr - Pokorný
Mark Nandor - Pokorný
Hyunwoo Park - Pokorný
Tim Gehrunger - Pokorný
Jiaqi Cai - Pokorný
Ben McCarty - Pokorný
Alexis C Garretson - Pokorný
Edwin Taylor - Pokorný
Damien Sileo - Pokorný
Qiuyu Ren - Pokorný
Usman Qazi - Pokorný
Lianghui Li - Pokorný
Jungbae Nam - Pokorný
John B Wydallis - Pokorný
Pavel Arkhipov - Pokorný
Jack Wei Lun Shi - Pokorný
Aras Bacho - Pokorný
Chris G Willcocks - Pokorný
Hangrui Cao - Pokorný
Sumeet Motwani - Pokorný
Emily de Oliveira Santos - Pokorný
Johannes Veith - Pokorný
Edward Vendrow - Pokorný
Doru Cojoc - Pokorný
Kengo Zenitani - Pokorný
Joshua Robinson - Pokorný
Longke Tang - Pokorný
Yuqi Li - Pokorný
Joshua Vendrow - Pokorný
Natanael Wildner Fraga - Pokorný
Vladyslav Kuchkin - Pokorný
Andrey Pupasov Maksimov - Pokorný
Pierre Marion - Pokorný
Denis Efremov - Pokorný
Jayson Lynch - Pokorný
Kaiqu Liang - Pokorný
Aleksandar Mikov - Pokorný
Andrew Gritsevskiy - Pokorný
Julien Guillod - Pokorný
Gözdenur Demir - Pokorný
Dakotah Martinez - Pokorný
Ben Pageler - Pokorný
Kevin Zhou - Pokorný
Saeed Soori - Pokorný
Ori Press - Pokorný
Henry Tang - Pokorný
Paolo Rissone - Pokorný
Sean R Green - Pokorný
Lina Brüssel - Pokorný
Moon Twayana - Pokorný
Aymeric Dieuleveut - Pokorný
Joseph Marvin Imperial - Pokorný
Ameya Prabhu - Pokorný
Jinzhou Yang - Pokorný
Nick Crispino - Pokorný
Arun Rao - Pokorný
Dimitri Zvonkine - Pokorný
Gabriel Loiseau - Pokorný
Mikhail Kalinin - Pokorný
Marco Lukas - Pokorný
Ciprian Manolescu - Pokorný
Nate Stambaugh - Pokorný
Subrata Mishra - Pokorný
Tad Hogg - Pokorný
Carlo Bosio - Pokorný
Brian P Coppola - Pokorný
Julian Salazar - Pokorný
Jaehyeok Jin - Pokorný
Rafael Sayous - Pokorný
Stefan Ivanov - Pokorný
Philippe Schwaller - Pokorný
Shaipranesh Senthilkuma - Pokorný
Andres M Bran - Pokorný
Andres Algaba - Pokorný
Kelsey Van den Houte - Pokorný
Lynn Van Der Sypt - Pokorný
Brecht Verbeken - Pokorný
David Noever - Pokorný
Alexei Kopylov - Pokorný
Benjamin Myklebust - Pokorný
Bikun Li - Pokorný
Lisa Schut - Pokorný
Evgenii Zheltonozhskii - Pokorný
Qiaochu Yuan - Pokorný
Derek Lim - Pokorný
Richard Stanley - Pokorný
Tong Yang - Pokorný
John Maar - Pokorný
Julian Wykowski - Pokorný
Martí Oller - Pokorný
Anmol Sahu - Pokorný
Cesare Giulio Ardito - Pokorný
Yuzheng Hu - Pokorný
Ariel Ghislain Kemogne Kamdoum - Pokorný
Alvin Jin - Pokorný
Tobias Garcia Vilchis - Pokorný
Yuexuan Zu - Pokorný
Martin Lackner - Pokorný
James Koppel - Pokorný
Gongbo Sun - Pokorný
Daniil S Antonenko - Pokorný
Steffi Chern - Pokorný
Bingchen Zhao - Pokorný
Pierrot Arsene - Pokorný
Joseph M Cavanagh - Pokorný
Daofeng Li - Pokorný
Jiawei Shen - Pokorný
Donato Crisostomi - Pokorný
Wenjin Zhang - Pokorný
Ali Dehghan - Pokorný
Sergey Ivanov - Pokorný
David Perrella - Pokorný
Nurdin Kaparov - Pokorný
Allen Zang - Pokorný
Ilia Sucholutsky - Pokorný
Arina Kharlamova - Pokorný
Daniil Orel - Pokorný
Vladislav Poritski - Pokorný
Shalev Ben-David - Pokorný
Zachary Berger - Pokorný
Parker Whitfill - Pokorný
Michael Foster - Pokorný
Daniel Munro - Pokorný
Linh Ho - Pokorný
Shankar Sivarajan - Pokorný
Dan Bar Hava - Pokorný
Aleksey Kuchkin - Pokorný
David Holmes - Pokorný
Alexandra Rodriguez-Romero - Pokorný
Frank Sommerhage - Pokorný
Anji Zhang - Pokorný
Richard Moat - Pokorný
Keith Schneider - Pokorný
Zakayo Kazibwe - Pokorný
Don Clarke - Pokorný
Dae Hyun Kim - Pokorný
Felipe Meneguitti Dias - Pokorný
Sara Fish - Pokorný
Veit Elser - Pokorný
Tobias Kreiman - Pokorný
Victor Efren Guadarrama Vilchis - Pokorný
Immo Klose - Pokorný
Ujjwala Anantheswaran - Pokorný
Adam Zweiger - Pokorný
Kaivalya Rawal - Pokorný
Jeffery Li - Pokorný
Jeremy Nguyen - Pokorný
Nicolas Daans - Pokorný
Haline Heidinger - Pokorný
Maksim Radionov - Pokorný
Václav Rozhoň - Pokorný
Vincent Ginis - Pokorný
Christian Stump - Pokorný
Niv Cohen - Pokorný
Rafał Poświata - Pokorný
Josef Tkadlec - Pokorný
Alan Goldfarb - Pokorný
Chenguang Wang - Pokorný
Piotr Padlewski - Pokorný
Stanislaw Barzowski - Pokorný
Kyle Montgomery - Pokorný
Ryan Stendall - Pokorný
Jamie Tucker-Foltz - Pokorný
Jack Stade - Pokorný
T. Ryan Rogers - Pokorný
Tom Goertzen - Pokorný
Declan Grabb - Pokorný
Abhishek Shukla - Pokorný
Alan Givré - Pokorný
John Arnold Ambay - Pokorný
Archan Sen - Pokorný
Muhammad Fayez Aziz - Pokorný
Mark H Inlow - Pokorný
Hao He - Pokorný
Ling Zhang - Pokorný
Younesse Kaddar - Pokorný
Ivar Ängquist - Pokorný
Yanxu Chen - Pokorný
Harrison K Wang - Pokorný
Kalyan Ramakrishnan - Pokorný
Elliott Thornley - Pokorný
Antonio Terpin - Pokorný
Hailey Schoelkopf - Pokorný
Eric Zheng - Pokorný
Avishy Carmi - Pokorný
Ethan D. L Brown - Pokorný
Kelin Zhu - Pokorný
Max Bartolo - Pokorný
Richard Wheeler - Pokorný
Martin Stehberger - Pokorný
Peter Bradshaw - Pokorný
J P Heimonen - Pokorný
Kaustubh Sridhar - Pokorný
Ido Akov - Pokorný
Jennifer Sandlin - Pokorný
Yury Makarychev - Pokorný
Joanna Tam - Pokorný
Hieu Hoang - Pokorný
David M Cunningham - Pokorný
Vladimir Goryachev - Pokorný
Demosthenes Patramanis - Pokorný
Michael Krause - Pokorný
Andrew Redenti - Pokorný
David Aldous - Pokorný
Jesyin Lai - Pokorný
Shannon Coleman - Pokorný
Jiangnan Xu - Pokorný
Sangwon Lee - Pokorný
Ilias Magoulas - Pokorný
Sandy Zhao - Pokorný
Ning Tang - Pokorný
Michael K Cohen - Pokorný
Orr Paradise - Pokorný
Jan Hendrik Kirchner - Pokorný
Maksym Ovchynnikov - Pokorný
Jason O Matos - Pokorný
Adithya Shenoy - Pokorný
Michael Wang - Pokorný
Yuzhou Nie - Pokorný
Anna Sztyber-Betley - Pokorný
Paolo Faraboschi - Pokorný
Robin Riblet - Pokorný
Jonathan Crozier - Pokorný
Shiv Halasyamani - Pokorný
Shreyas Verma - Pokorný
Prashant Joshi - Pokorný
Eli Meril - Pokorný
Ziqiao Ma - Pokorný
Jérémy Andréoletti - Pokorný
Raghav Singhal - Pokorný
Jacob Platnick - Pokorný
Volodymyr Nevirkovets - Pokorný
Luke Basler - Pokorný
Alexander Ivanov - Pokorný
Seri Khoury - Pokorný
Nils Gustafsson - Pokorný
Marco Piccardo - Pokorný
Hamid Mostaghimi - Pokorný
Qijia Chen - Pokorný
Virendra Singh - Michael Pokorny
Tran Quoc Khánh - Pokorný
Paul Rosu - Pokorný
Hannah Szlyk - Pokorný
Zachary Brown - Pokorný
Himanshu Narayan - Pokorný
Aline Menezes - Pokorný
Jonathan Roberts - Pokorný
William Alley - Pokorný
Kunyang Sun - Pokorný
Arkil Patel - Pokorný
Max Lamparth - Pokorný
Anka Reuel - Pokorný
Linwei Xin - Pokorný
Hanmeng Xu - Pokorný
Jacob Loader - Pokorný
Freddie Martin - Pokorný
Zixuan Wang - Pokorný
Andrea Achilleos - Pokorný
Thomas Preu - Pokorný
Tomek Korbak - Pokorný
Ida Bosio - Pokorný
Fereshteh Kazemi - Pokorný
Ziye Chen - Pokorný
Biró Bálint - Pokorný
Eve J. Y Lo - Pokorný
Jiaqi Wang - Pokorný
Maria Inês S Nunes - Pokorný
Jeremiah Milbauer - Pokorný
M Saiful Bari - Pokorný
Zihao Wang - Pokorný
Behzad Ansarinejad - Pokorný
Yewen Sun - Pokorný
Stephane Durand - Pokorný
Hossam Elgnainy - Pokorný
Guillaume Douville - Pokorný
Daniel Tordera - Pokorný
George Balabanian - Pokorný
Hew Wolff - Pokorný
Lynna Kvistad - Pokorný
Hsiaoyun Milliron - Pokorný
Ahmad Sakor - Pokorný
Murat Eron - Pokorný
Andrew Favre D O - Pokorný
Shailesh Shah - Pokorný
Xiaoxiang Zhou - Pokorný
Firuz Kamalov - Pokorný
Sherwin Abdoli - Pokorný
Tim Santens - Pokorný
Shaul Barkan - Pokorný
Allison Tee - Pokorný
Robin Zhang - Pokorný
Alessandro Tomasiello - Pokorný
G. Bruno De Luca - Pokorný
Shi-Zhuo Looi - Pokorný
Vinh-Kha Le - Pokorný
Noam Kolt - Pokorný
Jiayi Pan - Pokorný
Emma Rodman - Pokorný
Jacob Drori - Pokorný
Carl J Fossum - Pokorný
Niklas Muennighoff - Pokorný
Milind Jagota - Pokorný
Ronak Pradeep - Pokorný
Honglu Fan - Pokorný
Jonathan Eicher - Pokorný
Michael Chen - Pokorný
Kushal Thaman - Pokorný
William Merrill - Pokorný
Moritz Firsching - Pokorný
Carter Harris - Pokorný
Stefan Ciobâcă - Pokorný
Jason Gross - Pokorný
Rohan Pandey - Pokorný
Ilya Gusev - Pokorný
Adam Jones - Pokorný
Shashank Agnihotri - Pokorný
Pavel Zhelnov - Pokorný
Mohammadreza Mofayezi - Pokorný
Alexander Piperski - Pokorný
David K Zhang - Pokorný
Kostiantyn Dobarskyi - Pokorný
Roman Leventov - Pokorný
Ignat Soroko - Pokorný
Joshua Duersch - Pokorný
Vage Taamazyan - Pokorný
Andrew Ho - Pokorný
Wenjie Ma - Pokorný
William Held - Pokorný
Ruicheng Xian - Pokorný
Armel Randy Zebaze - Pokorný
Mohanad Mohamed - Pokorný
Julian Noah Leser - Pokorný
Michelle X Yuan - Pokorný
Laila Yacar - Pokorný
Johannes Lengler - Pokorný
Katarzyna Olszewska - Pokorný
Claudio Di Fratta - Pokorný
Edson Oliveira - Pokorný
Joseph W Jackson - Pokorný
Andy Zou - Pokorný
Muthu Chidambaram - Pokorný
Timothy Manik - Pokorný
Hector Haffenden - Pokorný
Dashiell Stander - Pokorný
Ali Dasouqi - Pokorný
Alexander Shen - Pokorný
Bita Golshani - Pokorný
David Stap - Pokorný
Egor Kretov - Pokorný
Mikalai Uzhou - Pokorný
Alina Borisovna Zhidkovskaya - Pokorný
Nick Winter - Pokorný
Miguel Orbegozo Rodriguez - Pokorný
Robert Lauff - Pokorný
Dustin Wehr - Pokorný
Colin Tang - Pokorný
Zaki Hossain - Pokorný
Shaun Phillips - Pokorný
Fortuna Samuele - Pokorný
Fredrik Ekström - Pokorný
Angela Hammon - Pokorný
Oam Patel - Pokorný
Faraz Farhidi - Pokorný
George Medley - Pokorný
Forough Mohammadzadeh - Pokorný
Madellene Peñaflor - Pokorný
Haile Kassahun - Pokorný
Alena Friedrich - Pokorný
Rayner Hernandez Perez - Pokorný
Daniel Pyda - Pokorný
Taom Sakal - Pokorný
Omkar Dhamane - Pokorný
Ali Khajegili Mirabadi - Pokorný
Eric Hallman - Pokorný
Kenchi Okutsu - Pokorný
Mike Battaglia - Pokorný
Mohammad Maghsoudimehrabani - Pokorný
Alon Amit - Pokorný
Dave Hulbert - Pokorný
Roberto Pereira - Pokorný
Simon Weber - Pokorný
Handoko - Pokorný
Anton Peristyy - Pokorný
Stephen Malina - Pokorný
Mustafa Mehkary - Pokorný
Rami Aly - Pokorný
Frank Reidegeld - Pokorný
Anna-Katharina Dick - Pokorný
Cary Friday - Pokorný
Mukhwinder Singh - Pokorný
Hassan Shapourian - Pokorný
Wanyoung Kim - Pokorný
Mariana Costa - Pokorný
Hubeyb Gurdogan - Pokorný
Harsh Kumar - Pokorný
Chiara Ceconello - Pokorný
Chao Zhuang - Pokorný
Haon Park - Pokorný
Micah Carroll - Pokorný
Andrew R Tawfeek - Pokorný
Stefan Steinerberger - Pokorný
Daattavya Aggarwal - Pokorný
Michael Kirchhof - Pokorný
Linjie Dai - Pokorný
Evan Kim - Pokorný
Johan Ferret - Pokorný
Jainam Shah - Pokorný
Yuzhou Wang - Pokorný
Minghao Yan - Pokorný
Krzysztof Burdzy - Pokorný
Lixin Zhang - Pokorný
Antonio Franca - Pokorný
Diana T Pham - Pokorný
Kang Yong Loh - Pokorný
Abram Jackson - Pokorný
Paolo Giordano - Pokorný
Philipp Petersen - Pokorný
Adrian Cosma - Pokorný
Jesus Colino - Pokorný
Colin White - Pokorný
Jacob Votava - Pokorný
Vladimir Vinnikov - Pokorný
Ethan Delaney - Pokorný
Petr Spelda - Pokorný
Vit Stritecky - Pokorný
Syed M Shahid - Pokorný
Jean-Christophe Mourrat - Pokorný
Lavr Vetoshkin - Pokorný
Koen Sponselee - Pokorný
Renas Bacho - Pokorný
Zheng-Xin Yong - Pokorný
Florencia de la Rosa - Pokorný
Nathan Cho - Pokorný
Xiuyu Li - Pokorný
Guillaume Malod - Pokorný
Orion Weller - Pokorný
Guglielmo Albani - Pokorný
Leon Lang - Pokorný
Julien Laurendeau - Pokorný
Dmitry Kazakov - Pokorný
Fatimah Adesanya - Pokorný
Julien Portier - Pokorný
Lawrence Hollom - Pokorný
Victor Souza - Pokorný
Yuchen Anna Zhou - Pokorný
Julien Degorre - Pokorný
Yiğit Yalın - Pokorný
Gbenga Daniel Obikoya - Pokorný
Rai - Pokorný
Filippo Bigi - Quinn
M. C Boscá - Quinn
Oleg Shumar - Quinn
Kaniuar Bacho - Quinn
Gabriel Recchia - Quinn
Mara Popescu - Quinn
Nikita Shulga - Quinn
Ngefor Mildred Tanwie - Quinn
Thomas C. H Lux - Quinn
Ben Rank - Quinn
Colin Ni - Quinn
Matthew Brooks - Quinn
Alesia Yakimchyk - Quinn
Huanxu - Quinn
Liu - Tony
Stefano Cavalleri - Tony
Olle Häggström - Tony
Emil Verkama - Tony
Joshua Newbould - Tony
Hans Gundlach - Tony
Leonor Brito-Santana - Tony
Brian Amaro - Tony
Vivek Vajipey - Tony
Rynaa Grover - Tony
Ting Wang - Tony
Yosi Kratish - Tony
Wen-Ding Li - Tony
Sivakanth Gopi - Tony
Andrea Caciolai - Tony
Christian Schroeder de Witt - Tony
Pablo Hernández-Cámara - Tony
Emanuele Rodolà - Tony
Jules Robins - Tony
Dominic Williamson - Tony
Vincent Cheng - Tony
Brad Raynor - Tony
Hao Qi - Tony
Ben Segev - Tony
Jingxuan Fan - Tony
Sarah Martinson - Tony
Erik Y Wang - Tony
Kaylie Hausknecht - Tony
Michael P Brenner - Tony
Mao Mao - Tony
Christoph Demian - Tony
Peyman Kassani - Tony
Xinyu Zhang - Tony
David Avagian - Tony
Eshawn Jessica Scipio - Tony
Alon Ragoler - Tony
Justin Tan - Tony
Blake Sims - Tony
Rebeka Plecnik - Tony
Aaron Kirtland - Tony
Omer Faruk Bodur - Tony
D. P Shinde - Tony
Yan Carlos Leyva Labrador - Tony
Zahra Adoul - Tony
Mohamed Zekry - Tony
Ali Karakoc - Tony
Tania C. B Santos - Tony
Samir Shamseldeen - Tony
Loukmane Karim - Tony
Anna Liakhovitskaia - Tony
Nate Resman - Tony
Nicholas Farina - Tony
Juan Carlos Gonzalez - Tony
Gabe Maayan - Tony
Earth Anderson - Tony
Rodrigo De Oliveira Pena - Tony
Elizabeth Kelley - Tony
Hodjat Mariji - Tony
Rasoul Pouriamanesh - Tony
Wentao Wu - Tony
Ross Finocchio - Tony
Ismail Alarab - Tony
Joshua Cole - Tony
Danyelle Ferreira - Tony
Bryan Johnson - Tony
Mohammad Safdari - Tony
Liangti Dai - Tony
Siriphan Arthornthurasuk - Tony
Isaac C McAlister - Tony
Alejandro José Moyano - Tony
Alexey Pronin - Tony
Jing Fan - Tony
Angel Ramirez-Trinidad - Tony
Yana Malysheva - Tony
Daphiny Pottmaier - Tony
Omid Taheri - Tony
Stanley Stepanic - Tony
Samuel Perry - Tony
Luke Askew - Tony
Raúl Adrián Huerta Rodríguez - Tony
Ali M. R Minissi - Tony
Ricardo Lorena - Tony
Krishnamurthy Iyer - Tony
Arshad Anil Fasiludeen - Tony
Ronald Clark - Tony
Josh Ducey - Tony
Matheus Piza - Tony
Maja Somrak - Tony
Eric Vergo - Tony
Juehang Qin - Tony
Benjámin Borbás - Tony
Eric Chu - Tony
Jack Lindsey - Tony
Antoine Jallon - Tony
I. M. J McInnis - Tony
Evan Chen - Tony
Avi Semler - Tony
Luk Gloor - Tony
Tej Shah - Tony
Marc Carauleanu - Tony
Pascal Lauer - Tony
Tran Đuc Huy - Tony
Hossein Shahrtash - Tony
Emilien Duc - Tony
Lukas Lewark - Tony
Assaf Brown - Tony
Samuel Albanie - Tony
Brian Weber - Tony
Warren S Vaz - Tony
Pierre Clavier - Tony
Yiyang Fan - Tony
Gabriel Poesia Reis e Silva - Tony
Long - Tony
Lian - Quod
Marcus Abramovitch - Quod
Xi Jiang - Quod
Sandra Mendoza - Quod
Murat Islam - Quod
Juan Gonzalez - Quod
Vasilios Mavroudis - Quod
Justin Xu - Quod
Pawan Kumar - Quod
Laxman Prasad Goswami - Quod
Daniel Bugas - Quod
Nasser Heydari - Quod
Ferenc Jeanplong - Quod
Thorben Jansen - Quod
Antonella Pinto - Quod
Archimedes Apronti - Quod
Abdallah Galal - Quod
Ng Ze-An - Quod
Ankit Singh - Quod
Tong Jiang - Quod
Joan of Arc Xavier - Quod
Kanu Priya Agarwal - Quod
Mohammed Berkani - Quod
Gang Zhang - Quod
Zhehang Du - Quod
Benedito Alves de Oliveira Junior - Quod
Dmitry Malishev - Quod
Nicolas Remy - Quod
Taylor D Hartman - Quod
Tim Tarver - Quod
Stephen Mensah - Quod
Gautier Abou Loume - Quod
Wiktor Morak - Quod
Farzad Habibi - Quod
Sarah Hoback - Quod
Will Cai - Quod
Javier Gimenez - Quod
Roselynn Grace Montecillo - Quod
Jakub Łucki - Quod
Russell Campbell - Quod
Asankhaya Sharma - Quod
Khalida Meer - Quod
Shreen Gul - Quod
Daniel Espinosa Gonzalez - Quod
Xavier Alapont - Quod
Alex Hoover - Quod
Gunjan Chhablani - Quod
Freddie Vargus - Quod
Arunim Agarwal - Quod
Yibo Jiang - Quod
Deepakkumar Patil - Quod
David Outevsky - Quod
Kevin Joseph Scaria - Quod
Rajat Maheshwari - Quod
Abdelkader Dendane - Quod
Priti Shukla - Quod
Ashley Cartwright - Quod
Sergei Bogdanov - Quod
Niels Mündler - Quod
Sören Möller - Quod
Luca Arnaboldi - Quod
Kunvar Thaman - Quod
Muhammad Rehan Siddiqi - Quod
Prajvi Saxena - Quod
Himanshu Gupta - Flinders University
Tony Fruhauff - Quod
Glen Sherman - Quod
Mátyás Vincze - Quod
Siranut Usawasutsakorn - Quod
Dylan Ler - Quod
Anil Radhakrishnan - Quod
Innocent Enyekwe - Quod
Sk Md Salauddin - Quod
Jiang Muzhen - Quod
Aleksandr Maksapetyan - Quod
Vivien Rossbach - Quod
Chris Harjadi - Quod
Mohsen Bahaloohoreh - Quod
Claire Sparrow - Quod
Jasdeep Sidhu - Quod
Sam Ali - Quod
Song Bian - Quod
John Lai - Quod
Eric Singer - Quod
Justine Leon Uro - Quod
Greg Bateman - Quod
Mohamed Sayed - Quod
Ahmed Menshawy - Quod
Darling Duclosel - Quod
Dario Bezzi - Quod
Yashaswini Jain - Quod
Ashley Aaron - Quod
Murat Tiryakioglu - Quod
Sheeshram Siddh - Quod
Keith Krenek - Quod
Imad Ali Shah - Quod
Jun Jin - Quod
Scott Creighton - Quod
Denis Peskoff - Quod
Zienab EL-Wasif - Quod
Ragavendran PV - Quod
Michael Richmond - Quod
Joseph McGowan - Quod
Tejal Patwardhan - Quod
Hao-Yu Sun - Quod
Ting Sun - Quod
Nikola Zubić - Quod
Samuele Sala - Murdoch University, Centre for Computational and Systems Medicine
Stephen Ebert - Quod
Jean Kaddour - Quod
Manuel Schottdorf - Quod
Dianzhuo Wang - Quod
Gerol Petruzella - Quod
Alex Meiburg - Quod
Tilen Medved - Quod
Ali ElSheikh - Quod
S Ashwin Hebbar - Quod
Lorenzo Vaquero - Quod
Xianjun Yang - Quod
Jason Poulos - Quod
Vilém Zouhar - Quod
Sergey Bogdanik - Quod
Mingfang Zhang - Quod
Jorge Sanz-Ros - Quod
David Anugraha - Quod
Yinwei Dai - Quod
Anh N Nhu - Quod
Xue Wang - Quod
Ali Anil Demircali - Quod
Zhibai Jia - Quod
Yuyin Zhou - Quod
Juncheng Wu - Quod
Mike He - Quod
Nitin Chandok - Quod
Aarush Sinha - Quod
Gaoxiang Luo - Quod
Long Le - Quod
Mickaël Noyé - Quod
Ioannis Pantidis - Quod
Tianbo Qi - Quod
Soham Sachin Purohit - Quod
Letitia Parcalabescu - Quod
Thai-Hoa Nguyen - Quod
Genta Indra Winata - Quod
Edoardo M Ponti - Quod
Hanchen Li - Quod
Kaustubh Dhole - Quod
Jongee Park - Quod
Dario Abbondanza - Quod
Yuanli Wang - Quod
Anupam Nayak - Quod
Diogo M Caetano - Quod
Antonio A. W. L Wong - Quod
Maria del Rio-Chanona - Quod
Dániel Kondor - Quod
Pieter Francois - Quod
Ed Chalstrey - Quod
Jakob Zsambok - Quod
Dan Hoyer - Quod
Jenny Reddish - Quod
Jakob Hauser - Quod
Francisco-Javier Rodrigo-Ginés - Quod
Suchandra Datta - Quod
Maxwell Shepherd - Quod
Thom Kamphuis - Quod
Qizheng Zhang - Quod
Hyunjun Kim - Quod
Ruiji Sun - Quod
Jianzhu Yao - Quod
Franck Dernoncourt - Quod
Satyapriya Krishna - Quod
Sina Rismanchian - Quod
Bonan Pu - Quod
Francesco Pinto - Quod
Yingheng Wang - Quod
Kumar Shridhar - Quod
Kalon J Overholt - Quod
Glib Briia - Quod
Hieu Nguyen - Quod
David - Quod
Soler Bartomeu
Tony CY Pang
Adam Wecker
Yifan Xiong
Fanfei Li
Lukas S Huber
Joshua Jaeger
Romano De Maddalena
Xing Han Lù
Yuhui Zhang
Claas Beger
Patrick Tser Jern Kon
Sean Li
Vivek Sanker
Ming Yin
Yihao Liang
Xinlu Zhang
Ankit Agrawal
Li S Yifei
Zechen Zhang
Mu Cai
Yasin Sonmez
Costin Cozianu
Changhao Li
Alex Slen
Shoubin Yu
Hyun Kyu Park
Gabriele Sarti
Marcin Briański
Alessandro Stolfo
Truong An Nguyen
Mike Zhang
Yotam Perlitz
Jose Hernandez-Orallo
Runjia Li
Amin Shabani
Felix Juefei-Xu
Shikhar Dhingra
Orr Zohar
My Chiffon Nguyen
Alexander Pondaven
Abdurrahim Yilmaz
Xuandong Zhao
Chuanyang Jin
Muyan Jiang
Stefan Todoran
Xinyao Han
Jules Kreuer
Brian Rabern
Anna Plassart
Martino Maggetti
Luther Yap
Robert Geirhos
Jonathon Kean
Dingsu Wang
Sina Mollaei
Chenkai Sun
Yifan Yin
Shiqi Wang
Rui Li
Yaowen Chang
Anjiang Wei
Alice Bizeul
Xiaohan Wang
Alexandre Oliveira Arrais
Kushin Mukherjee
Jorge Chamorro-Padial
Jiachen Liu
Xingyu Qu
Junyi Guan
Adam Bouyamourn
Shuyu Wu
Martyna Plomecka
Junda Chen
Mengze Tang
Jiaqi Deng
Shreyas Subramanian
Haocheng Xi
Haoxuan Chen
Weizhi Zhang
Yinuo Ren
Haoqin Tu
Sejong Kim
Yushun Chen
Sara Vera Marjanović
Junwoo Ha
Grzegorz Luczyna
Jeff J Ma
Zewen Shen
Dawn Song
Cedegao E Zhang
Zhun Wang
Gaël Gendron
Yunze Xiao
Leo Smucker
Erica Weng
Kwok Hao Lee
Zhe Ye
Stefano Ermon
Ignacio D Lopez-Miguel
Theo Knights
Anthony Gitter
Namkyu Park
Boyi Wei
Hongzheng Chen
Kunal Pai
Ahmed Elkhanany
Han Lin
Philipp D Siedler
Jichao Fang
Ritwik Mishra
Károly Zsolnai-Fehér
Xilin Jiang
Shadab Khan
Jun Yuan
Rishab Kumar Jain
Xi Lin
Mike Peterson
Zhe Wang
Aditya Malusare
Maosen Tang
Isha Gupta
Ivan Fosin
Timothy Kang
Barbara Dworakowska
Kazuki Matsumoto
Guangyao Zheng
Gerben Sewuster
Jorge Pretel Villanueva
Ivan Rannev
Igor Chernyavsky
Jiale Chen
Deepayan Banik
Ben Racz
Wenchao Dong
Jianxin Wang
Laila Bashmal
Duarte V Gonçalves
Wei Hu
Kaushik Bar
Ondrej Bohdal
Atharv Singh Patlan
Shehzaad Dhuliawala
Caroline Geirhos
Julien Wist
Yuval Kansal
Bingsen Chen
Kutay Tire
Atak Talay Yücel
Brandon Christof
Veerupaksh Singla
Zijian Song
Sanxing Chen
Jiaxin Ge
Kaustubh Ponkshe
Isaac Park
Tianneng Shi
Martin Q Ma
Joshua Mak
Sherwin Lai
Antoine Moulin
Zhuo Cheng
Zhanda Zhu
Ziyi Zhang
Vaidehi Patil
Ketan Jha
Qiutong Men
Jiaxuan Wu
Tianchi Zhang
Bruno Hebling Vieira
Alham Fikri Aji
Jae-Won Chung
Mohammed Mahfoud
Ha Thi Hoang
Marc Sperzel
Wei Hao
Kristof Meding
Sihan Xu
Vassilis Kostakos
Davide Manini
Yueying Liu
Christopher Toukmaji
Jay Paek
Eunmi Yu
Arif Engin Demircali
Zhiyi Sun
Ivan Dewerpe
Hongsen Qin
Roman Pflugfelder
James Bailey
Johnathan Morris
Ville Heilala
Sybille Rosset
Zishun Yu
Peter E Chen
Woongyeong Yeo
Eeshaan Jain
Ryan Yang
Sreekar Chigurupati
Julia Chernyavsky
Sai Prajwal Reddy
Subhashini Venugopalan
Hunar Batra
Core Francisco Park
Hieu Tran
Guilherme Maximiano
Genghan Zhang
Yizhuo Liang
Hu Shiyu
Rongwu Xu
Rui Pan
Siddharth Suresh
Ziqi Liu
Samaksh Gulati
Songyang Zhang
Peter Turchin
Christopher W Bartlett
Christopher R Scotese
Phuong M Cao
Aakaash Nattanmai
Gordon McKellips
Anish Cheraku
Asim Suhail
Ethan Luo
Marvin Deng
Jason Luo
Ashley Zhang
Kavin Jindel
Kasper Halevy
Allen Baranov
Michael Liu
Advaith Avadhanam
David Zhang
Vincent Cheng
Brad Ma
Evan Fu
Liam Do
Joshua Lass
Hubert Yang
Surya Sunkari
Vishruth Bharath
Violet Ai
James Leung
Rishit Agrawal
Alan Zhou
Kevin Chen
Tejas Kalpathi
Ziqi Xu
Gavin Wang
Tyler Xiao
Erik Maung
Sam Lee
Roy Yue
Ben Zhao
Julia Yoon
Sunny Sun
Aryan Singh
Clark Peng
Tyler Osbey
Taozhi Wang
Daryl Echeazu
Timothy Wu
Spandan Patel
Vidhi Kulkarni
Vijaykaarti Sundarapandiyan
Andrew Le
Zafir Nasim
Srikar Yalam
Ritesh Kasamsetty
Soham Samal
David Sun
Nihar Shah
Abhijeet Saha
Alex Zhang
Leon Nguyen
Laasya Nagumalli
Kaixin Wang
Aidan Wu
Anwith Telluri
Summer Yue
Alexandr Wang
Dan Hendrycks
Publication Details: ArXiv.org
Publisher: Cornell University
Identifiers: 991005765132907891
Murdoch Affiliation: Centre for Computational and Systems Medicine
Language: English
Resource Type: Preprint

Metrics

1571 File views/ downloads

99 Record Views