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Poster
Tue 9:00 OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
Jingkang Yang · Pengyun Wang · Dejian Zou · Zitang Zhou · Kunyuan Ding · WENXUAN PENG · Haoqi Wang · Guangyao Chen · Bo Li · Yiyou Sun · Xuefeng Du · Kaiyang Zhou · Wayne Zhang · Dan Hendrycks · Yixuan Li · Ziwei Liu
Poster
Thu 14:00 Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation
Lars Schmarje · Vasco Grossmann · Claudius Zelenka · Sabine Dippel · Rainer Kiko · Mariusz Oszust · Matti Pastell · Jenny Stracke · Anna Valros · Nina Volkmann · Reinhard Koch
Poster
Thu 9:00 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
Nicholas Roberts · Xintong Li · Tzu-Heng Huang · Dyah Adila · Spencer Schoenberg · Cheng-Yu Liu · Lauren Pick · Haotian Ma · Aws Albarghouthi · Frederic Sala
Poster
Tue 14:00 StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
Aakash Kaku · Kangning Liu · Avinash Parnandi · Haresh Rengaraj Rajamohan · Kannan Venkataramanan · Anita Venkatesan · Audre Wirtanen · Natasha Pandit · Heidi Schambra · Carlos Fernandez-Granda
Poster
Tue 9:00 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
Renbo Tu · Nicholas Roberts · Misha Khodak · Junhong Shen · Frederic Sala · Ameet Talwalkar
Poster
Wed 14:00 NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
Rong-Jun Qin · Xingyuan Zhang · Songyi Gao · Xiong-Hui Chen · Zewen Li · Weinan Zhang · Yang Yu
Poster
Towards Video Text Visual Question Answering: Benchmark and Baseline
Minyi Zhao · Bingjia Li · Jie Wang · Wanqing Li · Wenjing Zhou · Lan Zhang · Shijie Xuyang · Zhihang Yu · Xinkun Yu · Guangze Li · Aobotao Dai · Shuigeng Zhou
Poster
Thu 14:00 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
Tejas Srinivasan · Ting-Yun Chang · Leticia Pinto Alva · Georgios Chochlakis · Mohammad Rostami · Jesse Thomason
Poster
Tue 14:00 SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles
Chejian Xu · Wenhao Ding · Weijie Lyu · ZUXIN LIU · Shuai Wang · Yihan He · Hanjiang Hu · DING ZHAO · Bo Li
Poster
Wed 9:00 Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka
Poster
Thu 9:00 PDEBench: An Extensive Benchmark for Scientific Machine Learning
Makoto Takamoto · Timothy Praditia · Raphael Leiteritz · Daniel MacKinlay · Francesco Alesiani · Dirk Pflüger · Mathias Niepert
Poster
Thu 14:00 EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
Ahmad Darkhalil · Dandan Shan · Bin Zhu · Jian Ma · Amlan Kar · Richard Higgins · Sanja Fidler · David Fouhey · Dima Damen