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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 53 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly DetectionVisA (test)tabular time seriesAnomaly Detection on VisA (test) performance trend178Jul 7, 2026
Image ClassificationFood101computer visionImage Classification on Food101 (Accuracy) performance trend177May 27, 2026
Question AnsweringSearch-QAnlp177Jun 30, 2026
Image ClassificationMNIST (test)computer vision177Mar 19, 2026
Multimodal EvaluationMMStarmultimodal177Jun 30, 2026
Image ClassificationImageWoof (val)computer vision177May 19, 2026
Time Series ImputationWeathertabular time series177Jul 9, 2026
Time Series ImputationETTm1tabular time series177Jul 9, 2026
Visual GroundingRefCOCO (val)multimodalcomputer visionVisual Grounding on RefCOCO (val) performance trend177Jul 3, 2026
Few-shot Semantic SegmentationPASCAL-5^i (test)computer vision177Feb 26, 2026
Image ClassificationImageNet-A (test)computer vision177Jun 25, 2026
ClusteringSTL-10 (test)tabular time seriesClustering on STL-10 (test) performance trend177Jun 24, 2026
Image ClassificationOxford-IIIT Pets (test)computer vision177May 6, 2026
Crowd CountingShanghaiTech Part Bcomputer visionCrowd Counting on ShanghaiTech Part B performance trend177Mar 26, 2026
Long-range sequence modelingLong Range Arena (LRA)nlpLong-range Sequence Modeling on Long Range Arena (LRA) performance trend177May 26, 2026
Automatic Speech RecognitionAISHELL-1 (test)speech audioAutomatic Speech Recognition on AISHELL-1 (test) performance trend177Jun 18, 2026
Image ClassificationCINIC-10 (test)computer vision177Mar 10, 2026
Hallucination DetectionHaluEval (test)llm chat instructionnlp176Jun 2, 2026
Time Series ForecastingPEMS03tabular time series176Mar 24, 2026
Video Question AnsweringNExT-QA (val)multimodalcomputer visionVideo Question Answering on NExT-QA (val) performance trend176Feb 26, 2026
Image ClassificationCIFAR-10 v1 (test)computer vision176Jun 18, 2026
Visual Place RecognitionPitts30kcomputer visionVisual Place Recognition on Pitts30k performance trend176Jul 2, 2026
Selective PredictionTriviaQA (val)nlp175Jun 2, 2026
Image ClassificationCIFAR-10computer vision175Jun 29, 2026
CodingMBPPcode developer ai175Jun 18, 2026