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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 689 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Adversarial AttackFLIR ADAS 1.3 (test)adversarial safety securitycomputer vision35Feb 26, 2026
Entity DisambiguationZELDA Benchmark (test)nlp35Feb 26, 2026
Mathematical ReasoningSVAMPllm chat instructionnlp35Feb 26, 2026
Image-to-Sentence RetrievalMS-COCO 5K full (test)computer visionnlp35Feb 26, 2026
Object DetectionCOCO-Ocomputer vision35Mar 31, 2026
Audio-Video classificationKinetics-Soundmultimodalspeech audio+135Mar 27, 2026
Temporal Knowledge Graph Question AnsweringMultiTQgraphnlp35Feb 26, 2026
Relation ExtractionRe-TACREDnlp35Feb 26, 2026
3D object recognitionScanObjectNN OBJ_BG (test)3d vision geometry35Feb 27, 2026
Blind Face RestorationWebPhoto (test)computer visionimage generation editing35Apr 1, 2026
Visual Place RecognitionSVOX Suncomputer visionVisual Place Recognition on SVOX Sun performance trend35Mar 10, 2026
Object DetectionFoggy Cityscapes 0.02 (test)computer vision35May 6, 2026
Image ClassificationCIFAR10 standard (test)computer vision35Feb 26, 2026
Semantic SegmentationSemanticKITTI v1.0 (val)computer vision35Jul 1, 2026
Object DetectionDIOR-Rcomputer vision35Mar 18, 2026
3D Hand Pose EstimationAssemblyHands D_syn -> D_ah (Headset2)3d vision geometry35Feb 26, 2026
3D Hand Pose EstimationAssemblyHands Headset1 (D_syn -> D_ah)3d vision geometry35Feb 26, 2026
Human Part SegmentationPASCAL-Context (test)computer vision35Feb 26, 2026
Multimodal Instruction FollowingLLaVA-Bench In-the-Wildllm chat instructionmultimodal35Apr 21, 2026
Image ClassificationImageNet-1K (val)computer vision35Feb 26, 2026
Collaborative FilteringAmazon-Book (test)tabular time series35Feb 26, 2026
Semantic SegmentationGTA5computer vision35Jun 2, 2026
Face Anti-SpoofingMSU-MFSD (M) & Replay-Attack (I) to CASIA-MFSD (C) (test)computer vision35Jun 5, 2026
Continual LearningImageNet minimiscellaneous35Feb 26, 2026
3D Semantic SegmentationScanNet V23d vision geometry35Jul 7, 2026