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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 1518 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationWebVision-1000 (val)computer vision21Feb 26, 2026
Table Fact VerificationTABFACT (val)nlptabular time series21Feb 26, 2026
End-to-end Open-Domain Question AnsweringTREC (test)retrieval search ragnlp21Feb 26, 2026
Video Question AnsweringHow2QA (test)multimodalcomputer vision21Feb 27, 2026
Action DetectionJHMDB-21computer vision21Feb 26, 2026
Image ClassificationStanford Dogs (test)computer vision21Feb 26, 2026
RGB Saliency DetectionSIP (test)computer vision21Feb 26, 2026
RGB saliency detectionHKU-IScomputer vision21Feb 26, 2026
Document Layout AnalysisPubLayNet (val)computer vision21Feb 26, 2026
Visual SLAMTUM RGB-D fr2 xyz3d vision geometryrobotics embodied ai21Feb 26, 2026
Vehicle Re-identificationVERI-Wild Largecomputer vision21Feb 26, 2026
Vehicle Re-identificationVERI-Wild (Medium)computer vision21Feb 26, 2026
Partial Person Re-identificationPartialREIDcomputer vision21Feb 26, 2026
Super-ResolutionRealSR Nikon (test)computer vision21Feb 26, 2026
Super-ResolutionRealSR Canon (test)computer vision21Feb 26, 2026
Node ClassificationCornell full-supervisedgraph21Feb 26, 2026
Temporal Activity LocalizationActivityNet 1.3 (test)computer vision21Feb 26, 2026
Grayscale Image DenoisingKodak24 (test)computer vision21Feb 26, 2026
Image ClassificationCIFAR100 20 (val)computer vision21Feb 26, 2026
Image ClassificationCIFAR10 (val)computer vision21Feb 26, 2026
Human-Object Interaction DetectionHICO-DET 9 (test)computer vision21Feb 26, 2026
3D Human Pose EstimationHuman3.6M 13 (test)3d vision geometrycomputer vision21Feb 26, 2026
Link PredictionYAGO3-10 filtered (test)graph21Feb 26, 2026
Named Entity RecognitionGerman GermEval14 (test)nlp21Jun 2, 2026
Commonsense ReasoningHELLASWAG (test)nlp21Feb 26, 2026