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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 1124 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Natural Language UnderstandingSuperGLUEnlp25May 15, 2026
Hierarchical Text ClassificationWeb-of-Science (WOS) Depth 2 (test)nlp25Feb 27, 2026
Person Re-IdentificationDukeMTMC-reID Market-1501computer vision25Feb 27, 2026
Person Re-IdentificationMarket-1501 DukeMTMC-reIDcomputer vision25Feb 27, 2026
Object DetectionVOC Novel Set 1computer vision25Feb 27, 2026
Novel View SynthesisBlender 8 views3d vision geometry25Jul 2, 2026
Autonomous driving reasoning (cross-view risk object perception, action prediction, and planning)DriveLMrobotics embodied aicomputer vision25Jun 29, 2026
Capacitated Vehicle Routing ProblemCVRP500miscellaneous25May 26, 2026
Spatiotemporal predictionMoving FMNIST (test)computer vision3d vision geometry25Feb 26, 2026
Node ClassificationPhysicsgraph25Feb 26, 2026
Node ClassificationCSgraph25Feb 26, 2026
Node ClassificationPubMedgraph25Feb 26, 2026
Node ClassificationCiteSeergraph25Feb 26, 2026
Node ClassificationCoragraph25Feb 26, 2026
Node ClassificationPubMedgraph25Feb 26, 2026
RetrievalLongMemEvalretrieval search rag25Apr 24, 2026
Image EditingPIE Benchimage generation editing25Mar 31, 2026
Time Series Anomaly DetectionMSLtabular time series25Jun 23, 2026
Video ClassificationVGGSound-C unimodal (test)computer vision25Feb 26, 2026
General Vision-Language UnderstandingMMBmultimodalcomputer vision+125Feb 26, 2026
AbstentionMusiq (test)nlp25Feb 26, 2026
AbstentionHotpot (test)nlp25Feb 26, 2026
AbstentionPopQA (test)nlp25Feb 26, 2026
AbstentionMusiQnlp25Feb 26, 2026
AbstentionHotpotQAnlp25Feb 26, 2026