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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 2070 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
retinal vessel segmentationHRFcomputer visionbio medical17Feb 26, 2026
Document-level Relation ExtractionRe-DocRED 1.0 (dev)nlp17Feb 26, 2026
Image ClassificationMHISTcomputer vision17Apr 20, 2026
Long Video UnderstandingLongVideoBench (LongVB)computer vision17Feb 26, 2026
Universal Image EmbeddingUnED 1.0 (test)computer vision17Feb 26, 2026
Image-Text MatchingCC-Negmultimodalcomputer vision+117Feb 26, 2026
Knowledge-based Visual Question AnsweringInfoseek (test)multimodalnlp17Jun 29, 2026
Highlight DetectionTVSum (test)computer vision17Feb 26, 2026
Automatic Speech RecognitionFleurs en (test)speech audio17Feb 26, 2026
Image Quality AssessmentPIPAL (full)computer vision17Feb 26, 2026
Video Action DetectionJHMDB21 1.0 (test)computer vision17Feb 26, 2026
Video Action DetectionUCF101-24 1.0 (test)computer vision17Feb 26, 2026
Polyp SegmentationCVCcomputer visionbio medical17Feb 26, 2026
Zero-shot Reasoning and Language ModelingLLM Foundational Capabilities (SciQ, PIQA, Winogrande, ARC, HellaSwag, LogiQA, BoolQ, LAMBADA) zero-shotllm chat instructionnlp17Feb 26, 2026
Logical ReasoningPrOntoQAnlp17May 13, 2026
Tabular Data SynthesisAdulttabular time series17Mar 25, 2026
Visual Object TrackingLaSOText 1.0 (test)computer vision17Feb 26, 2026
Image Super-ResolutionDRealSR (test)computer vision17Feb 26, 2026
Dynamic Scene Novel View SynthesisNVIDIA video dataset average over all scenes 1123d vision geometryvideo generation editing17Feb 26, 2026
Video Salient Object DetectionViSal (full)computer vision17Feb 26, 2026
Diagram EditingDiagramGenBenchmark 1.0 (test)image generation editingcode developer ai17Feb 26, 2026
Diagram GenerationCode Agentcode developer aiimage generation editing17Feb 26, 2026
Text ClassificationDisasternlp17Feb 26, 2026
Visual Question AnsweringScienceQA (SQA^I) (test)multimodalcomputer vision+117Feb 26, 2026
ClassificationHandwritingcomputer visionnlp+317Feb 26, 2026