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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 1496 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image-Text Compositionality EvaluationSugarCrepe ++ (test)multimodalcomputer vision+121Mar 27, 2026
Multimodal reasoningVisuLogicmultimodalnlp21Jun 9, 2026
Video Super-ResolutionREDSvideo generation editingcomputer vision21Feb 26, 2026
Zero-shot EvaluationStableEval 27 evalsnlpllm chat instruction21Feb 26, 2026
ClassificationScene-Centric Datasetscomputer visionnlp+321Feb 26, 2026
ClassificationObject-Centric datasetscomputer visionnlp+321Feb 26, 2026
Super-ResolutionHGGT (test-100)computer vision21Feb 26, 2026
Stereo MatchingMiddlebury full resolution3d vision geometrycomputer vision21Apr 23, 2026
Citation-augmented Question AnsweringGT, PK 1.0 (test)retrieval search ragllm chat instruction21Feb 27, 2026
Long-term forecastingETTh1 T=96tabular time series21Jun 1, 2026
Safety AlignmentXSTestadversarial safety security21May 12, 2026
Video ReconstructionPanda-70Mvideo generation editing21Apr 21, 2026
Person Re-identificationLTCC Clothing Change (test)computer vision21Feb 26, 2026
Machine TranslationEn-Ru document-levelnlp21Mar 27, 2026
Time Series ForecastingETTm1 zero-shot transfer from ETTh1tabular time series21Apr 15, 2026
Few-Shot Action RecognitionHMDBcomputer vision21Feb 26, 2026
Backdoor AttackSTL10adversarial safety security21Mar 31, 2026
Perception EvaluationMME Perceptioncomputer vision21Mar 25, 2026
Implicit Image RepresentationDIV2K (train test)computer visionimage generation editing21Feb 26, 2026
Cardiac ultrasound segmentationCardiacUDA (test)computer visionbio medical21Feb 26, 2026
Anomaly ClassificationMTD (test)tabular time series21Feb 26, 2026
Concept ErasureCUB (test)computer visionnlp21Feb 26, 2026
Concept ErasureOxford Flowers (test)computer visionnlp21Feb 26, 2026
Concept ErasureStanford Dogs (test)computer visionnlp21Feb 26, 2026
Language CompositionalitySugarCrepe (test)nlpllm chat instruction21Feb 26, 2026