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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 55 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
AI-generated image detectionGenImageimage generation editingcomputer vision173Jul 1, 2026
Instruction FollowingAlpacallm chat instruction173Jun 29, 2026
Monocular Depth EstimationETH3D3d vision geometrycomputer visionMonocular Depth Estimation on ETH3D performance trend173Jun 12, 2026
Graph RegressionZINC 12K (test)graphbio medical+1Graph Regression on ZINC 12K (test) performance trend173Apr 21, 2026
Image ClassificationF-MNIST (test)computer visionImage Classification on F-MNIST (test) performance trend173Jun 19, 2026
Link PredictionPubMedgraph173Jun 11, 2026
Instance SegmentationPASCAL VOC 2012 (val)computer visionInstance Segmentation on PASCAL VOC 2012 (val) performance trend173Feb 26, 2026
Semantic SegmentationCOCO Stuff (val)computer visionSemantic Segmentation on COCO Stuff (val) performance trend173Jun 29, 2026
Face VerificationLFW (test)computer vision173Jul 7, 2026
Question AnsweringHotpotQAnlp173Jun 16, 2026
Video Generation Quality EvaluationEvalVersevideo generation editing172May 25, 2026
Time Series ForecastingPEMS04tabular time series172Jun 5, 2026
Object Goal NavigationMP3Drobotics embodied aicomputer visionObject Goal Navigation on MP3D performance trend172Jul 1, 2026
MathematicsMATHnlp172Jun 30, 2026
Multimodal ReasoningLogicVistamultimodalnlpMultimodal Reasoning on LogicVista performance trend172Jul 3, 2026
3D Visual GroundingScanRefer3d vision geometrycomputer vision3D Visual Grounding on ScanRefer performance trend172Jul 8, 2026
Question AnsweringCommonsenseQAnlp172Jun 24, 2026
Referring Expression ComprehensionRefCOCO+ (test-A)computer visionnlpReferring Expression Comprehension on RefCOCO+ (test-A) performance trend172Apr 10, 2026
Semantic SegmentationMFNet (test)computer visionSemantic Segmentation on MFNet (test) performance trend172May 1, 2026
ReasoningWinoGrande (WG)llm chat instructionnlp172Jun 5, 2026
Dataset DistillationImageWoof 1.0 (test)miscellaneous171Mar 17, 2026
Commonsense InferenceHellaSwagnlp171Jun 18, 2026
Image ClassificationVision Multi-task Suite (SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD)computer vision171Jun 30, 2026
Code GenerationHumanEvalcode developer ai171Mar 23, 2026
Multimodal ReasoningMMMU PromultimodalnlpMultimodal Reasoning on MMMU Pro (Accuracy) performance trend171Jul 1, 2026