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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1081 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Monocular Depth EstimationBooster3d vision geometrycomputer vision26Feb 26, 2026
OOD DetectionImageNet Near-OODcomputer visiontabular time series26May 15, 2026
Emotion RecognitionMEEG Valencespeech audiocomputer vision+126May 26, 2026
Knowledge EditingMMEdit E-ICnlpllm chat instruction26May 25, 2026
Out-of-Distribution DetectionImageNet LT (test)computer visiontabular time series26Feb 26, 2026
Medical Visual Question AnsweringSLAKE Openmultimodalbio medical26Feb 26, 2026
Medical Visual Question AnsweringVQA-RAD Openmultimodalbio medical26Feb 26, 2026
Shape MatchingSHREC HOLES 2016 (test)3d vision geometry26Apr 14, 2026
3D Object ClassificationScanObjectNN PB_T50_RS v1.03d vision geometrycomputer vision26Feb 26, 2026
Semi-supervised Video Object SegmentationSA-V (test)computer vision26May 19, 2026
Semi-supervised Video Object SegmentationSA-V (val)computer vision26May 19, 2026
Offline Reinforcement LearningMuJoCo hopper D4RL (medium-replay)robotics embodied ai26Feb 26, 2026
Offline Reinforcement LearningMuJoCo walker2d-medium D4RLrobotics embodied ai26Mar 19, 2026
Backdoor DefenseCIFAR-10 BadNet v1 (test)adversarial safety security26Jun 16, 2026
Joint PredictionWaymo Open Motion Dataset (WOMD) Interaction (test)robotics embodied aicomputer vision26Feb 26, 2026
Multi-hop Question AnsweringStrategyQA (test)nlpretrieval search rag26Feb 26, 2026
Multivariate Time Series ForecastingETTh1 v1 (test)tabular time series26May 21, 2026
General Language IntelligenceMMLU, GSM8K, BBH, TriviaQA, NQ latest available (test)llm chat instructionnlp26Feb 26, 2026
Grasp point detectionViCoS Towel Dataset (test)robotics embodied aicomputer vision26Feb 26, 2026
Generic Multiple Object TrackingRefer-GMOT40computer vision26Feb 26, 2026
Human Mesh Reconstruction3DPW 14 joints (test)3d vision geometrycomputer vision26Feb 26, 2026
Image ClassificationsCIFAR (test)computer vision26Mar 4, 2026
Question AnsweringNaturalQuestions 20 documentsnlp26Feb 26, 2026
Natural Language InferenceXNLI Ur (test)nlp26Apr 28, 2026
Natural Language InferenceXNLI Ur (dev)nlp26Apr 28, 2026