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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 1324 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Novel View SynthesisLLFF 6-view (test)3d vision geometry23Jun 30, 2026
Graph Node Classification and Link PredictionDaily Lifegraph23Feb 26, 2026
Graph Node Classification and Link PredictionMultimediagraph23Feb 26, 2026
Graph Node Classification and Link PredictionHuggingFacegraph23Feb 26, 2026
Knowledge and Commonsense ReasoningMMLUnlpllm chat instruction23Feb 26, 2026
Logical ReasoningT-Obj.nlp23Feb 26, 2026
Logical ReasoningC-Judgenlp23Feb 26, 2026
Precipitation NowcastingMeteoNet (test)tabular time series23Mar 24, 2026
Human-Object Interaction DetectionHICO-DET RF-UC (test)computer vision23Apr 3, 2026
Human Activity RecognitionWISDMcomputer vision23Apr 7, 2026
Semantic SegmentationCityscapes (val)computer vision23Feb 26, 2026
Multi-exposure CorrectionSICE Dataset Over-exposedcomputer vision23Feb 26, 2026
Foreground SegmentationPascal-5i (test)computer vision23Mar 20, 2026
Hand Gesture RecognitionSHREC 2017 (val)computer vision23Jun 2, 2026
Image ClassificationImageNet OOD variants (A, V2, R, S) 1k (test val)computer vision23Feb 26, 2026
Referring Video Object SegmentationRefer-Youtube-VOScomputer visionmultimodal23May 14, 2026
Open-ended GenerationAlpacaEval 1.0llm chat instruction23Feb 26, 2026
General Natural Language Processing18 Canonical NLP Tasksnlp23Feb 26, 2026
Intent ClassificationMCID 10-shotnlp23Feb 26, 2026
Intent ClassificationHINT3 10-shotnlp23Feb 26, 2026
Intent ClassificationHINT3 5-shotnlp23Feb 26, 2026
Image ClassificationImageNetcomputer vision23Mar 11, 2026
LaMP-3 PersonalizationLaMP-3 (val)llm chat instruction23Jun 2, 2026
Handwritten Text RecognitionREAD 2016 (test)computer visionnlp23Feb 26, 2026
Audio-visual speech-to-text translationMuAViC (test)speech audiomultimodal+123Feb 27, 2026