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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 131 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Out-of-Distribution DetectionPlaces with ImageNet-1k OOD In-distribution (test)computer visiontabular time series99Feb 26, 2026
Video SummarizationTVsumcomputer visionnlpVideo Summarization on TVSum (Correlation Metrics) performance trend99May 12, 2026
Facial Expression RecognitionRAF-DBcomputer visionFacial Expression Recognition on RAF-DB performance trend99Jun 23, 2026
Cross-view geo-localizationCVACT (test)computer visionCross-view geo-localization on CVACT (test) performance trend99Mar 30, 2026
Image DenoisingDND (test)computer vision99Apr 21, 2026
Super-ResolutionManga109 4xcomputer vision99Mar 13, 2026
Action DetectionAVA v2.2 (val)computer visionAction Detection on AVA v2.2 (val) performance trend99Feb 26, 2026
5-way few-shot classificationCUBcomputer visionnlp+199Jun 5, 2026
Action RecognitionHMDB51 (split 1)computer vision99Jun 23, 2026
Dependency ParsingChinese Treebank (CTB) (test)nlpDependency Parsing on Chinese Treebank (CTB) (test) performance trend99Feb 26, 2026
Semantic SegmentationNYUDv2 40-class (test)computer visionSemantic Segmentation on NYUDv2 40-class (test) performance trend99Feb 26, 2026
Text-to-Image GenerationT2I-CompBench++image generation editing99Jun 23, 2026
Multi-person Pose EstimationCOCO 2017 (test-dev)computer vision99Feb 26, 2026
Uncertainty QuantificationNQmiscellaneous98Jun 4, 2026
Uncertainty QuantificationTQAmiscellaneous98Jun 4, 2026
Uncertainty QuantificationXSummiscellaneous98Jun 4, 2026
Uncertainty QuantificationNQ 16 additional samples (test)miscellaneous98Jun 4, 2026
Uncertainty QuantificationTQA 16 additional samples (test)miscellaneous98Jun 4, 2026
Question AnsweringNQ 8 additional samplesnlp98Jun 4, 2026
Question AnsweringTQA 8 additional samplesnlp98Jun 4, 2026
Uncertainty QuantificationNQ 4 additional samples (test)miscellaneous98Jun 4, 2026
Uncertainty QuantificationTQA 4 additional samples (test)miscellaneous98Jun 4, 2026
Image ClassificationCIFAR100 (test)computer vision98May 27, 2026
Indirect Prompt Injection DefenseICLR Academic Reviews 84 defensive payloads / 252 prompts 2026adversarial safety security98May 8, 2026
Time Series ForecastingExchangetabular time series98May 26, 2026