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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1618 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Temporal Knowledge Graph ForecastingICEWS 05-15graphtabular time series20Feb 26, 2026
Bird's Eye View Object DetectionKITTI Car (val)computer vision3d vision geometry20Feb 27, 2026
ClassificationHIGGS 10% (test)computer visionnlp+320Feb 26, 2026
ClassificationSUSY 10% (test)computer visionnlp+320Feb 26, 2026
Counterfactual Response EstimationSynthetic Cancer Simulation Dataset training sequence length 60 (test)bio medicaltabular time series20Feb 26, 2026
Binary ClassificationCIFAR-10 cat-dog (test)tabular time series20Feb 26, 2026
Binary ClassificationCIFAR-10 deer-horse (test)tabular time series20Feb 26, 2026
Binary ClassificationCIFAR-10 airplane-automobile (test)tabular time series20Feb 26, 2026
Hyperspectral UnmixingUrbancomputer vision3d vision geometry20Feb 26, 2026
Adaptive VVC StreamingInter-4K (test)video generation editing20Feb 26, 2026
3D Brain Lesion SegmentationMean of Sequences S1 and S23d vision geometrybio medical20Feb 26, 2026
3D Brain Lesion SegmentationS1 Sequence (BRATS-Decathlon, ATLAS, MSSEG, ISLES, WMH)3d vision geometrybio medical20Feb 26, 2026
Image DenoisingUltrasound Dataset (test)computer vision20Feb 26, 2026
HDR Video ReconstructionHDRTV4K-Scene (test)computer vision20Feb 26, 2026
Speech SynthesisLibriTTS (ID)speech audio20Mar 13, 2026
Target Speaker ExtractionLibri2Mix clean (test)speech audio20Jul 8, 2026
Speech RecognitionLibriSpeech (test-clean)speech audio20Feb 26, 2026
Audio-Text Alignment EvaluationBRACE Clotho-Main 1.0 (test)speech audionlp20Feb 26, 2026
Audio-Text Alignment EvaluationBRACE AudioCaps-Main 1.0 (test)speech audionlp20Feb 26, 2026
Text-Audio AlignmentBaton-Pair three-sound-eventspeech audionlp20Feb 26, 2026
Text-Audio AlignmentBaton-Pair two-sound-eventspeech audionlp20Feb 26, 2026
Text-Audio AlignmentBaton three-sound-eventspeech audionlp20Feb 26, 2026
Text-Audio AlignmentBaton two-sound-eventspeech audionlp20Feb 26, 2026
Text-Audio AlignmentRELATE-Pairspeech audionlp20Feb 26, 2026
Keyword SpottingMSWC (test)speech audio20Feb 26, 2026