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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 490 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image-Text RetrievalCOCO (val)multimodalretrieval search rag43Feb 26, 2026
transductive dynamic link predictionUS Legis.graph43May 29, 2026
Question AnsweringTyDi QAnlp43Feb 26, 2026
Anomaly DetectionEyecandiestabular time series43Apr 8, 2026
Survival PredictionTCGA-COADbio medicaltabular time series43Jun 24, 2026
Image-Text RetrievalRSICD (test)multimodalretrieval search rag43Feb 26, 2026
Node Classification9 real-world datasets (average)graph43Feb 26, 2026
No-Reference Image Quality AssessmentKADIDcomputer vision43Mar 24, 2026
Text-to-Motion SynthesisHumanML3Dmultimodalnlp43Feb 26, 2026
Few-Shot Image GenerationSunglasses 10-shotimage generation editingFew-Shot Image Generation on Sunglasses 10-shot performance trend43Mar 19, 2026
Anomaly DetectionBTAD (test)tabular time series43May 28, 2026
Salient Object DetectionVT821computer vision43Apr 15, 2026
Dense Video CaptioningYouCook2 (val)computer visionnlp43Apr 30, 2026
3D Human Pose and Mesh Recovery3DPW3d vision geometrycomputer vision43Jun 16, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision43Jun 24, 2026
Scene ClassificationUCM 1.0 (50% train ratio)computer vision43Feb 26, 2026
Image DemoiréingFHDMi (test)computer vision43Jul 8, 2026
Image ClassificationCIFAR-10N (test)computer vision43May 12, 2026
Image ClassificationImageNet V2 (val)computer vision43Feb 26, 2026
5-way 1-shot classificationmini-ImageNet (test)computer vision43Feb 26, 2026
Object DetectionMSCOCO (val)computer vision43Feb 26, 2026
Video RecognitionKinetics 400 1.0 (val)computer vision43Feb 26, 2026
Image ClassificationObjectNet (test)computer vision43Feb 26, 2026
Semantic SegmentationMapillary (test)computer vision43Mar 31, 2026
Super-ResolutionB100 x2computer vision43Jun 19, 2026