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Benchmarks

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

309,131 benchmarksPage 948 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Class-Incremental LearningCIFAR100 rho=0.01 (test)computer visiontabular time series28Mar 24, 2026
Class-Incremental LearningCIFAR100 rho=0.1 (test)computer visiontabular time series28Mar 24, 2026
Disease progression classification (stable vs. progressive)OASIS-3 (longitudinal cohort)bio medicaltabular time series28Mar 24, 2026
NSFW Concept SimilarityNSFW Promptscomputer visionnlp28Mar 24, 2026
Tool useToolBench (test)agents tool use28Mar 24, 2026
Command tracking recovery after pushFlat terrain taskrobotics embodied ai28Mar 24, 2026
Hallucination DetectionMedicalQAllm chat instructionnlp28Mar 24, 2026
Selective PredictionMedicalQAnlp28Mar 24, 2026
Selective PredictionBioASQnlp28Mar 24, 2026
Selective PredictionTriviaQAnlp28Mar 24, 2026
Training Throughput AnalysisQwen 7B 2.5miscellaneous28Mar 24, 2026
Sequential RecommendationFoursquaretabular time series28Mar 24, 2026
Speech DecompressionVCTK (test)speech audio28Mar 24, 2026
Video Detail CaptioningVDCcomputer visionmultimodal28Mar 24, 2026
Spatial ReasoningVSRnlp28May 19, 2026
AutoformalizationAdvancedMathcode developer ainlp28Mar 24, 2026
AutoformalizationProofNetcode developer ainlp28Mar 24, 2026
AutoformalizationMiniF2Fcode developer ainlp28Mar 24, 2026
Image ClassificationSpawriouscomputer vision28May 11, 2026
Scientific Question AnsweringGPQAnlpbio medical28Mar 23, 2026
Short-length Instruction FollowingLenctrl-Benchllm chat instruction28Mar 23, 2026
Long-generationLongBenchllm chat instruction28Mar 23, 2026
Length FollowingLIFEBenchllm chat instruction28Mar 23, 2026
Revenue Ratio AnalysisBlockchain Mining MDP Model gamma=0 (Evaluation)tabular time series28Mar 23, 2026
Question AnsweringMedQAnlp28Mar 20, 2026