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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 356 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Quasi-Monte Carlo integration8-dimensional Borehole function (test)miscellaneous52Jun 2, 2026
Speculative DecodingMBPPllm chat instruction52Jun 4, 2026
Speculative DecodingMATH 500llm chat instruction52Jun 4, 2026
Image ClassificationCIFAR-100 coarsecomputer vision52Jun 1, 2026
Instruction FollowingIFEvalllm chat instruction52Jul 7, 2026
Min/Max DistanceAlphaEvolve Min Max Distance (MMD, n=16)miscellaneous52May 29, 2026
Time series forecastingPTFtabular time series52May 29, 2026
3D Object Detection(EGO+AUX1) 128-beam LiDAR (test)3d vision geometrycomputer vision52May 27, 2026
3D Object DetectionV2X-Real EGO+AUX2 zero-shot 128-beam LiDAR3d vision geometrycomputer vision52May 27, 2026
Image ClassificationImagenettecomputer vision52May 21, 2026
Binary ClassificationApple-defined Content Rating Descriptorstabular time series52May 21, 2026
Math ReasoningAIME 24llm chat instructionnlp52Jul 7, 2026
Code GenerationLiveCode Bench V6code developer ai52May 20, 2026
Semantic SegmentationCityscapes low-data regime (val)computer vision52May 19, 2026
Object DetectionCityscapes low-data regime (val)computer vision52May 19, 2026
LiDAR Semantic SegmentationScribbleKITTI v1.0 (test)computer vision3d vision geometry52May 19, 2026
Fair ClusteringBANK-40Ktabular time series52May 14, 2026
Object ProbingPOPE Averagecomputer visionmultimodal52May 28, 2026
Attribute SteeringSentiment Sllm chat instructionnlp52May 13, 2026
Face Forgery DetectionGenFace (EFS)computer vision52May 12, 2026
Mathematical ReasoningMathllm chat instructionnlp52May 26, 2026
MonitoringMonitoringBench Full Trajectory 1.0bio medicaltabular time series52May 12, 2026
Humanoid Path SearchH*Benchrobotics embodied ai52May 12, 2026
Information Quality AssessmentRepLiQA seventeen topicsretrieval search ragnlp52May 11, 2026
Anomaly Detectionaloi ADBenchtabular time series52May 11, 2026