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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 1281 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Depth estimationDIODE Indoor3d vision geometryDepth estimation on DIODE Indoor performance trend24May 29, 2026
Person Re-IdentificationGRID (test)computer vision24Feb 26, 2026
Video PredictionKTH (test)video generation editing24Feb 26, 2026
Video Paragraph CaptioningActivityNet Captions ae (test)computer visionnlpVideo Paragraph Captioning on ActivityNet Captions ae (test) performance trend24Feb 26, 2026
Retinal Disease ClassificationOCT 2017 (test)computer visionbio medical24Feb 26, 2026
Image ClassificationMNIST Permutation-invariant (DW)computer vision24Feb 26, 2026
Image ClassificationPermutation-invariant MNIST (SW)computer vision24Feb 26, 2026
Panoptic SegmentationMS-COCO (val)computer vision24Feb 26, 2026
Semantic Video SegmentationCityscapes (test)computer vision24Feb 26, 2026
Image CaptioningCOCO c5 references online (test)multimodalcomputer vision+124Feb 26, 2026
Multi-label Image ClassificationMS-COCO 2014 (test)computer vision24Feb 26, 2026
Semantic CorrespondenceSPair-71kcomputer vision24Feb 26, 2026
Image ClassificationiNaturalist 2017 (test)computer vision24Mar 10, 2026
Face Anti-SpoofingOULU-NPU (Protocol 1)computer vision24Feb 26, 2026
Image ClassificationColored MNIST (test)computer vision24Feb 26, 2026
Link PredictionWN18RR v1 (test)graph24Feb 26, 2026
Video-grounded DialogueDSTC7 (test)multimodalnlp24Feb 26, 2026
Matrix CompletionMovieLens-100K (test)tabular time series24Jun 4, 2026
Super-resolutionDIV2KRK 100 images (test)computer vision24Feb 26, 2026
Nuclear Instance SegmentationKumarcomputer vision24Mar 10, 2026
Multi-class Classification20NewsGrouptabular time series24Feb 26, 2026
Relationship ExtractionSemEval Task 8 2010 (test)nlp24Feb 26, 2026
Intent ClassificationODIC (test)nlp24Feb 26, 2026
Single-view depth estimationKITTI raw (test)3d vision geometry24Feb 26, 2026
Human Pose PredictionHuman 3.6M Subject 5 (test)computer vision3d vision geometry24Feb 27, 2026