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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 489 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multivariate ForecastingPEMS08 (test)tabular time series43Feb 26, 2026
Multivariate ForecastingPEMS03 (test)tabular time seriesMultivariate Forecasting on PEMS03 (test) performance trend43Feb 26, 2026
Pose EstimationBOP benchmark 2019 (test)computer vision43Feb 26, 2026
Video-Text RetrievalMSVDmultimodalretrieval search rag43Jun 9, 2026
Novel View SynthesisDTU (val)3d vision geometry43Feb 26, 2026
Information RetrievalTREC DL 2020retrieval search rag43Jun 11, 2026
Vision-Language UnderstandingMM-Vetmultimodalcomputer vision+143Jun 26, 2026
Multimodal EvaluationLLaVA-Bench-Wild (LLaVA-W)multimodal43Jul 7, 2026
Text-to-Image GenerationPick-a-Pic (test)image generation editing43May 19, 2026
Image CaptioningMS-COCO 2014 (test)multimodalcomputer vision+143Feb 26, 2026
Speech Emotion RecognitionRAVDESSspeech audio43Jun 11, 2026
Activity RecognitionUCIHAR (test)computer vision43Jun 9, 2026
Graph ClassificationMotif (size)graph43Apr 10, 2026
Graph ClassificationMotif basegraph43Apr 10, 2026
Offline Reinforcement LearningD4RL Franka Kitchenrobotics embodied aiOffline Reinforcement Learning on D4RL Franka Kitchen performance trend43Jun 1, 2026
Semantic Scene CompletionSSCBench-KITTI-360 (test)3d vision geometrycomputer vision43Apr 8, 2026
Audio CaptioningClotho (test)speech audionlp43Jun 4, 2026
RegressionSynthetic weakly-periodic Interpolation (INT)tabular time series43Feb 26, 2026
ClassificationALcomputer visionnlp+343Apr 20, 2026
ClassificationEYcomputer visionnlp+343Apr 20, 2026
ClassificationCOcomputer visionnlp+343May 1, 2026
ClassificationALcomputer visionnlp+343Apr 20, 2026
Capacitated Vehicle Routing ProblemCVRP-200miscellaneous43Jun 11, 2026
Entity PredictionWikiPeople (all entities)graph43May 26, 2026
OOD DetectionCIFAR100-C all 15 perturbations (test)computer visiontabular time series43Feb 26, 2026