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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 297 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine UnlearningTOFU (1%)adversarial safety security59Jun 25, 2026
Question AnsweringWebQSPnlpQuestion Answering on WebQSP performance trend59Jul 2, 2026
Image Super-ResolutionSet14 x2 scale (test)computer visionImage Super-Resolution on Set14 x2 scale (test) performance trend59May 26, 2026
Semantic SegmentationGlaScomputer vision59Mar 11, 2026
Image ClassificationRSNA (test)computer vision59Mar 19, 2026
Image RetrievalCOCOretrieval search ragcomputer vision59Jun 18, 2026
Text RetrievalCOCOretrieval search rag59May 4, 2026
Few-Shot Image ClassificationImageNet FS (novel)computer vision59Feb 26, 2026
Text-to-Video GenerationUCF-101 zero-shotvideo generation editing59Mar 27, 2026
Dynamic Scene ReconstructionActors-HQ (Actor 3, Sequence 1)3d vision geometrycomputer vision59Feb 26, 2026
ClassificationHIcomputer visionnlp+359Apr 20, 2026
Anomaly SegmentationVisA (test)computer visionbio medical59Jun 16, 2026
Image ClassificationCIFAR-10 (test)computer vision59Feb 26, 2026
Question AnsweringCOPAnlp59Feb 26, 2026
Task-incremental learningCIFAR-10 Split (test)tabular time series59Jun 9, 2026
Image ClassificationBACH (test)computer vision59Jun 9, 2026
Semantic SegmentationScanNetcomputer vision59Feb 27, 2026
Multi-modal Relation ExtractionMNRE (test)multimodalnlp59Feb 26, 2026
Image CaptioningCOCO (test)multimodalcomputer vision+159Jun 15, 2026
Audio Representation EvaluationHEAR (Holistic Evaluation of Audio Representations)speech audio59Jun 5, 2026
Image ClassificationAircraftcomputer vision59Jun 9, 2026
Person Re-identificationCeleb-reID (test)computer vision59Feb 27, 2026
Information RetrievalTREC-COVIDretrieval search rag59Apr 20, 2026
Open-ended Video Question AnsweringMSVD-QAmultimodalcomputer vision59Feb 27, 2026
GroupingImagenet Dogscomputer vision59Feb 26, 2026