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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 2105 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Safety AlignmentRAB Violence (adversarial prompts)adversarial safety security16Jul 8, 2026
Safety AlignmentI2P Violence (explicit prompts)adversarial safety security16Jul 8, 2026
Polyp SegmentationSUN-SEGcomputer visionbio medical16Jul 8, 2026
End-to-End RankingSet 1 full 50-KOL labeled pool (n=11 queries, top-50 labeled)retrieval search rag16Jul 8, 2026
Solving FS-ILWEML-DSA-87 FS-ILWEgraph16Jul 8, 2026
Solving FS-ILWEML-DSA-65 FS-ILWEgraph16Jul 8, 2026
Machine UnlearningConvex cubic loss d=1 200,000 (test)adversarial safety security16Jul 8, 2026
Question AnsweringSimpleQA-Vnlp16Jul 8, 2026
Question AnsweringSimpleQAnlp16Jul 8, 2026
Scattered-domain fittingScattered-domain blobs sampling 256x256, N=8,192 (test)computer vision16Jul 8, 2026
Explanatory sentence rankingLegal Case-Law Large Denseretrieval search ragnlp16Jul 8, 2026
Explanatory sentence rankingLegal Case-Law Large Sparseretrieval search ragnlp16Jul 8, 2026
Explanatory sentence rankingLegal Case-Law Small Denseretrieval search ragnlp16Jul 8, 2026
Explanatory sentence rankingLegal Case-Law Small/Sparseretrieval search ragnlp16Jul 8, 2026
Constraint recallTrip-planning windowed recall taskagents tool usellm chat instruction16Jul 8, 2026
Estimation-only comparison with geometric baselinesGeometric baseline simulation ε range 0.5 to 16 n=3e8 (test)3d vision geometry16Jul 7, 2026
Advection dynamical system predictionL-Town (test)miscellaneous16Jul 7, 2026
Advection dynamical system predictionHanoi (test)miscellaneous16Jul 7, 2026
Object DetectionHOD3Kcomputer vision16Jul 7, 2026
Single-arm ManipulationRobomimic Tool Hang v1.0 (PH)robotics embodied ai16Jul 7, 2026
Single-arm ManipulationRobomimic Square v1.0 (PH)robotics embodied ai16Jul 7, 2026
Single-arm ManipulationRobomimic Can v1.0 (PH)robotics embodied ai16Jul 7, 2026
Single-arm ManipulationRobomimic Lift PH v1.0robotics embodied ai16Jul 7, 2026
Robustness Verification7-class underwater plankton dataset (SilCam) (test)computer vision16Jul 7, 2026
Question AnsweringHotpotQA Modified (test)nlp16Jul 7, 2026