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Benchmarks

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

309,131 benchmarksPage 15 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCUB 200 2011computer vision381Jun 11, 2026
Semantic SegmentationScanNet v2 (val)computer visionSemantic Segmentation on ScanNet v2 (val) performance trend380May 21, 2026
Instance SegmentationCOCO (test-dev)computer visionInstance Segmentation on COCO (test-dev) performance trend380Feb 26, 2026
Question AnsweringSQuAD v1.1 (dev)nlpQuestion Answering on SQuAD v1.1 (dev) performance trend380Apr 6, 2026
Image ClassificationSTL-10 (test)computer visionImage Classification on STL-10 (test) performance trend380Jun 11, 2026
Semantic SegmentationPASCAL VOC (val)computer visionSemantic Segmentation on PASCAL VOC (val) performance trend380May 7, 2026
Object CountingFSC-147 (test)computer visionObject Counting on FSC-147 (test) performance trend379Jul 3, 2026
Machine TranslationWMT En-De 2014 (test)nlpMachine Translation on WMT En-De 2014 (test) performance trend379Feb 27, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp378Jun 24, 2026
Image ClassificationCIFAR100computer visionImage Classification on CIFAR100 (Accuracy) performance trend378Jun 8, 2026
Image ClassificationCIFAR-10 (val)computer visionImage Classification on CIFAR-10 (val) performance trend377May 12, 2026
Diagram UnderstandingAI2Dcomputer visionnlp377Jul 1, 2026
Long-term forecastingETTh2tabular time series376Jul 9, 2026
Video Question AnsweringMSRVTT-QA (test)multimodalcomputer vision376Mar 26, 2026
Automatic Speech RecognitionLibriSpeech (dev-clean)speech audioAutomatic Speech Recognition on LibriSpeech (dev-clean) performance trend376Jul 1, 2026
Action RecognitionUCF101 (test)computer visionAction Recognition on UCF101 (test) performance trend376Jul 2, 2026
Image ClassificationCIFAR-100computer visionImage Classification on CIFAR-100 (ACC, NLL, ECE, ESS) performance trend375Jun 26, 2026
Mathematical ReasoningAMCllm chat instructionnlp375Jun 4, 2026
Anomaly DetectionSMDtabular time series375Jun 5, 2026
Semantic SegmentationCityscapes GTA5 to Cityscapes adaptation (val)computer visionSemantic Segmentation on Cityscapes GTA5 to Cityscapes adaptation (val) performance trend375Jul 7, 2026
General KnowledgeMMLUllm chat instructionGeneral Knowledge on MMLU (Accuracy) performance trend373Jul 8, 2026
Fine-grained Image ClassificationStanford Cars (test)computer visionFine-grained Image Classification on Stanford Cars (test) performance trend372May 20, 2026
Video Instance SegmentationYouTube-VIS 2021 (val)computer visionVideo Instance Segmentation on YouTube-VIS 2021 (val) performance trend372Jun 19, 2026
Visual Question AnsweringTextVQA (val)multimodalcomputer vision+1371Jun 24, 2026
Spatial ReasoningVSI-Benchnlp370Jul 9, 2026