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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 99 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Novel View SynthesisDTU (test)3d vision geometry119Jul 7, 2026
3D Human Pose and Shape EstimationHuman3.6M (test)3d vision geometrycomputer vision119Feb 26, 2026
Temporal Action SegmentationBreakfastcomputer visionTemporal Action Segmentation on Breakfast (F1@10/25/50, Edit, Acc) performance trend119Jun 11, 2026
Out-of-distribution DetectionCIFAR-10 vs CIFAR-100 (test)computer visiontabular time seriesOut-of-distribution Detection on CIFAR-10 vs CIFAR-100 (test) performance trend119Jun 30, 2026
Text ClassificationAgNewsnlp119Feb 26, 2026
Graph ClassificationNCI1 (10-fold cross-validation)graph119Jun 11, 2026
Language UnderstandingMMLU 0-shotnlp119Jun 1, 2026
Action RecognitionNTU-60 48/12 splitcomputer visionAction Recognition on NTU-60 (48/12 split) performance trend119Apr 21, 2026
Commonsense ReasoningStrategyQA (test)nlp119May 29, 2026
Robotic ManipulationLIBERO v1 (test)robotics embodied aiRobotic Manipulation on LIBERO v1 (test) performance trend118Jul 7, 2026
Backdoor DefenseGTSRBadversarial safety securityBackdoor Defense on GTSRB performance trend118Jun 23, 2026
CodeHumanEvalcode developer aiCode on HumanEval (Accuracy) performance trend118Jun 2, 2026
Social Commonsense ReasoningSIQAnlpSocial Commonsense Reasoning on SIQA performance trend118Jul 8, 2026
DenoisingBSD68 sigma=25bio medicalcomputer vision118May 13, 2026
Language ModelingOpenWebText (val)nlp118Jul 3, 2026
Mathematical ReasoningGSM8K v1 (test)llm chat instructionnlpMathematical Reasoning on GSM8K v1 (test) performance trend118Jun 2, 2026
Code GenerationEvalPluscode developer ai118Jun 12, 2026
Physical Commonsense ReasoningPIQA (val)nlp118May 19, 2026
Text ClassificationAGNEWSnlp118Feb 26, 2026
Human-Object Interaction DetectionHICO-DET Known Object (test)computer vision118May 7, 2026
Video Super-ResolutionREDS4video generation editingcomputer visionVideo Super-Resolution on REDS4 performance trend118Apr 23, 2026
Domain GeneralizationDomainBed (test)computer vision118May 29, 2026
Image ClassificationImageNet 1% labeledcomputer vision118Feb 27, 2026
Video Instance SegmentationYouTube-VIS (val)computer visionVideo Instance Segmentation on YouTube-VIS (val) performance trend118Feb 26, 2026
Object LocalizationPASCAL VOC 2007 (trainval)computer visionObject Localization on PASCAL VOC 2007 (trainval) performance trend118Feb 26, 2026