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Benchmarks

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

309,131 benchmarksPage 29 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual GroundingRefCOCO+ (testA)multimodalcomputer visionVisual Grounding on RefCOCO+ (testA) performance trend256Jul 3, 2026
Referring Expression SegmentationRefCOCO+ (testB)computer visionmultimodalReferring Expression Segmentation on RefCOCO+ (testB) performance trend256Jun 4, 2026
Text-to-SQLSpider (test)nlpcode developer aiText-to-SQL on Spider (test) performance trend256Jul 7, 2026
Image EditingImgEdit-Benchimage generation editingImage Editing on ImgEdit-Bench performance trend256Jul 7, 2026
Hallucination DetectionTriviaQA (test)llm chat instructionnlp255Jun 12, 2026
Graph RegressionPeptides struct LRGB (test)graphbio medical+1Graph Regression on Peptides struct LRGB (test) performance trend255Jul 7, 2026
Image DerainingRain100Lcomputer visionImage Deraining on Rain100L performance trend255Jun 23, 2026
Shape ClassificationModelNet40 (test)computer visionShape Classification on ModelNet40 (test) performance trend255Jun 11, 2026
Text-to-Video RetrievalActivityNetmultimodalretrieval search ragText-to-Video Retrieval on ActivityNet performance trend255Jul 2, 2026
Face VerificationCPLFWcomputer visionFace Verification on CPLFW performance trend255Jun 11, 2026
Visual PerceptionBLINKcomputer visionmultimodalVisual Perception on BLINK performance trend255Jul 7, 2026
Node ClassificationCora (test)graph254Jun 11, 2026
Mathematical ReasoningOlympiad Benchllm chat instructionnlpMathematical Reasoning on Olympiad Bench (Accuracy) performance trend254Jun 11, 2026
Math reasoningGSM8Kllm chat instructionnlpMath Reasoning on GSM8K (Accuracy) performance trend254Jun 1, 2026
Image ClassificationImageWoof (test)computer visionImage Classification on ImageWoof (test) performance trend254Jun 2, 2026
Video Question AnsweringVideoMMEmultimodalcomputer vision254Jun 30, 2026
Super-resolutionSet14 (test)computer visionSuper-resolution on Set14 (test) performance trend254Jul 7, 2026
Referring Image SegmentationRefCOCO (test A)computer visionmultimodalReferring Image Segmentation on RefCOCO (test A) performance trend254Jun 23, 2026
Part SegmentationShapeNetPartcomputer visionPart Segmentation on ShapeNetPart performance trend254Jul 8, 2026
Language ModelingLAMBADAnlpLanguage Modeling on LAMBADA performance trend254Jun 23, 2026
Instance SegmentationCOCO 2017 (test-dev)computer visionInstance Segmentation on COCO 2017 (test-dev) performance trend253Feb 26, 2026
Semantic Textual SimilaritySTS tasks (STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R)nlpSemantic Textual Similarity on STS tasks (STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R) performance trend253May 29, 2026
Narrative ClozeNarrative Cloze (val)nlp252Mar 9, 2026
Mathematical ReasoningCountdownllm chat instructionnlpMathematical Reasoning on Countdown performance trend252May 19, 2026
Traffic speed forecastingMETR-LA (test)tabular time seriesTraffic Speed Forecasting on METR-LA (test) performance trend252Apr 21, 2026