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Benchmarks

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

309,131 benchmarksPage 22 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationCOCO 2014 (val)computer vision304Apr 10, 2026
Semantic SegmentationNYU v2 (test)computer visionSemantic Segmentation on NYU v2 (test) performance trend304Jul 1, 2026
Multitask Language UnderstandingMMLU-Pronlpllm chat instructionMultitask Language Understanding on MMLU-Pro performance trend303Jun 23, 2026
Image ClassificationCIFAR-100computer vision302Feb 26, 2026
Semantic SegmentationScanNet (val)computer visionSemantic Segmentation on ScanNet (val) performance trend302May 18, 2026
Multimodal UnderstandingMMBench CNmultimodalMultimodal Understanding on MMBench CN performance trend302Jul 1, 2026
Image ClassificationCIFAR100computer visionImage Classification on CIFAR100 (Baseline Accuracy) performance trend301Jun 2, 2026
Document Visual Question AnsweringDocVQAmultimodalcomputer vision+1Document Visual Question Answering on DocVQA performance trend301May 21, 2026
Instance SegmentationCOCOcomputer visionInstance Segmentation on COCO performance trend301Jun 26, 2026
Time Series ForecastingETTm2tabular time seriesTime Series Forecasting on ETTm2 (MSE, MAE) performance trend300May 21, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (ACC) performance trend300Feb 26, 2026
Referring Expression ComprehensionRefCOCOg (test)computer visionnlpReferring Expression Comprehension on RefCOCOg (test) performance trend300May 27, 2026
Referring Expression ComprehensionRefCOCOg (val)computer visionnlpReferring Expression Comprehension on RefCOCOg (val) performance trend300Jul 7, 2026
SMT solvingrandom hybrid-constraint benchmarkmiscellaneous299Mar 25, 2026
Image ClassificationImageNet (test)computer visionImage Classification on ImageNet (test) (Standard Accuracy) performance trend299Mar 5, 2026
Image ClassificationPACScomputer visionImage Classification on PACS (Domain Performance Reporting) performance trend299Jul 7, 2026
Language ModelingWikinlp298Apr 23, 2026
Visual Mathematical ReasoningMathVisionmultimodalcomputer vision+1Visual Mathematical Reasoning on MathVision performance trend298Jun 24, 2026
Image ClassificationOxfordPetscomputer visionImage Classification on OxfordPets performance trend298May 27, 2026
Time Series ForecastingETTm2 (test)tabular time seriesTime Series Forecasting on ETTm2 (test) performance trend298Jun 19, 2026
text-to-motion mappingHumanML3D (test)computer visionnlp298Jun 23, 2026
Fine-grained Image ClassificationStanford Carscomputer vision298Jun 25, 2026
Mathematical ReasoningSVAMP (test)llm chat instructionnlpMathematical Reasoning on SVAMP (test) performance trend298Jul 1, 2026
Text-to-Video RetrievalMSVDmultimodalretrieval search ragText-to-Video Retrieval on MSVD performance trend297Jul 2, 2026
Image ClassificationCIFAR-100 (test)computer vision295May 25, 2026