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Benchmarks

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

309,131 benchmarksPage 1937 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine TranslationFr-En document-level translationnlp18Feb 26, 2026
Machine TranslationTranslation Ru-En document-levelnlp18Feb 26, 2026
Machine TranslationEs-En document-level translationnlp18Feb 26, 2026
Machine Translation10-language machine translation evaluation suite (test)nlp18Feb 26, 2026
Machine TranslationDocument-level Translation Suitenlp18Feb 26, 2026
Time Series ForecastingETTm2 zero-shot transfer from ETTh2tabular time series18Apr 15, 2026
Image ReconstructionImage Fitting (test)computer vision18Feb 26, 2026
Video Representation GeneralizationSEVERE benchmarkcomputer vision18Mar 31, 2026
3D Lane DetectionOpenLane 1.2 (test)3d vision geometrycomputer vision18Feb 26, 2026
Domain Adaptive Object DetectionFoggy Cityscapes (val)computer vision18Feb 26, 2026
Image GenerationStable Diffusion (SD) 1.4image generation editing18Mar 17, 2026
Video GenerationDAVIS (val)video generation editing18Feb 26, 2026
Video Question AnsweringVideoMME (long split)multimodalcomputer vision18Feb 26, 2026
Novel View SynthesisSynthetic Data3d vision geometry18Jun 16, 2026
3D Point Cloud ClassificationScanObjectNN PB_50_RS 513d vision geometry18Feb 26, 2026
Palmprint VerificationCASIA, PolyU, TongJi, MPD, XJTU-UP (test)computer vision18Feb 26, 2026
RenderingReplica and ScanNet++3d vision geometry18Feb 26, 2026
Scene ReconstructionReplica and ScanNet++3d vision geometry18Feb 26, 2026
Outdoor Semantic SegmentationWaymo (val)computer vision18Apr 14, 2026
Image SynthesisCIFAR-100 (train test)image generation editing18Feb 26, 2026
Image SynthesisCIFAR-10 (train test)image generation editing18Feb 26, 2026
Novel View SynthesisHyperNeRF (test)3d vision geometry18Feb 26, 2026
Open-ended Video Question AnsweringActNet-QAmultimodalcomputer vision18Mar 18, 2026
Depth CompletionOutdoor sequence KITTI → Waymo → VKITTI3d vision geometrycomputer vision18Feb 27, 2026
Semantic SegmentationReplica (novel views)computer vision18Jun 9, 2026