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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 2078 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Referring Video Object SegmentationA2D-S (test)computer visionmultimodal17Feb 26, 2026
Emotion ClassificationIEMOCAP 4-way (test)nlp17Feb 26, 2026
Dynamic Node ClassificationMOOC standard (test)graph17May 26, 2026
3D Shape ReconstructionOmniObject3D3d vision geometry17Feb 26, 2026
Multivariate Time Series ForecastingETTH1 FL=720tabular time series17Mar 24, 2026
Multivariate Time Series ForecastingETTH1 FL=336tabular time series17Mar 24, 2026
Video label propagationJHMDB (val)computer vision17Feb 26, 2026
Face VerificationIJCB Efficient Face Recognition Competition Global Ranking 2023computer vision17Feb 26, 2026
Passage RetrievalMS MARCO (dev)retrieval search rag17Feb 26, 2026
SummarizationBigPatent (test)nlp17Apr 14, 2026
Near-Duplicate Video RetrievalCC_WEB_VIDEO original and cleaned (full dataset)retrieval search ragcomputer vision17Feb 26, 2026
Acoustic Scene ClassificationCochlScenespeech audio17Mar 31, 2026
Speech-to-Text TranslationCoVoST2 zh-enspeech audionlpSpeech-to-Text Translation on CoVoST2 zh-en performance trend17Jun 4, 2026
Code GenerationMultiPL-E HumanEval translated from Pythoncode developer ai17Feb 26, 2026
Text-to-Image Person RetrievalRSTPReid (test)image generation editingcomputer vision+117Apr 30, 2026
Unsupervised Video Object SegmentationFBMS 59 (test)computer vision17Feb 26, 2026
Image Quality AssessmentQBench (test)computer vision17Feb 26, 2026
Semantic SegmentationRGB-Event (test)computer vision17Feb 26, 2026
Node classificationogbproteinsgraph17Feb 26, 2026
Node classificationogbarxivgraph17Feb 26, 2026
CTR PredictionML-tag (test)tabular time series17Feb 26, 2026
CTR PredictionMalware (test)tabular time series17Feb 26, 2026
Class Conditional Image GenerationImageNet 256x256 1k (train val)image generation editing17Feb 26, 2026
Traveling Salesman ProblemTSP-10000 (test)miscellaneous17Feb 26, 2026
Human Pose EstimationMPII (val)computer vision17Feb 26, 2026