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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 1425 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Object TrackingGOT-10k Foggycomputer vision21Jul 2, 2026
Long-context memory evaluationLoCoMo fullllm chat instruction21Jul 2, 2026
Anomaly DetectionSwantabular time series21Jul 2, 2026
Anomaly DetectionSWaTtabular time series21Jul 2, 2026
Unconditional Image UnlearningCelebA-HQ (test)image generation editing21Jul 1, 2026
Multi-hop spatial reasoningStepGame (test)computer visionnlp21Jul 1, 2026
Satellite Image SynthesisGit-Dense 3.5kimage generation editingcomputer vision21Jul 1, 2026
Decision MakingALFWorld, WebShop, ScienceWorld, BabyAI (test)robotics embodied ai21Jun 30, 2026
Image ClassificationCIFAR-10N Worst noisecomputer vision21Jun 30, 2026
Image ClassificationCIFAR-10N Random 1 noisecomputer vision21Jun 30, 2026
Image ClassificationCIFAR-10N Aggregate noisecomputer vision21Jun 30, 2026
Table ParsingAverage OmniDocBench CC-OCR OCRBench V2 TableVerse-5Knlp21Jun 30, 2026
Table ParsingTableVerse-5Knlp21Jun 30, 2026
Table ParsingOCRBench V2nlp21Jun 30, 2026
Table ParsingCC-OCRnlp21Jun 30, 2026
Table ParsingOmniDocBenchnlp21Jun 30, 2026
Light Attribute PredictionMLE (test)computer vision21Jun 30, 2026
Language-guided Visual TrackingLaSOTcomputer visionnlp21Jun 30, 2026
Computer Vision General Capability EvaluationCV-Benchcomputer vision21Jun 30, 2026
Micro-expression RecognitionSMIC-HScomputer vision21Jun 29, 2026
RegressionGeospatial tasks Regressiontabular time series21Jun 29, 2026
ClassificationGeospatial taskscomputer visionnlp+321Jun 29, 2026
Trajectory PredictionArgoverse (leaderboard)robotics embodied aitabular time series21Jun 29, 2026
Text-to-Image Compositional ReasoningSugarCrepe++ TOTimage generation editingnlp21Jun 26, 2026
Image-to-Text Compositional ReasoningSugarCrepe++ ITTmultimodalcomputer vision+121Jun 26, 2026