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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 108 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Auto-biddingAuctionNet-Sparsetabular time series112Jun 15, 2026
Open-ended text generationWikiText-2nlp112Feb 26, 2026
Zero-shot EvaluationEight datasets averagenlpllm chat instruction112May 26, 2026
Question AnsweringPopQAnlp112Jun 16, 2026
Multi-image ReasoningMuirBenchmultimodalcomputer vision+1Multi-image Reasoning on MuirBench performance trend112Jun 30, 2026
Mathematical ReasoningAMCllm chat instructionnlp112Feb 26, 2026
Hallucination DetectionTruthfulQA (test)llm chat instructionnlp112May 7, 2026
Anomaly GenerationMVTec 1 (test)computer visionimage generation editing112Feb 26, 2026
Video Anomaly DetectionCUHK Avenue (test)computer vision112May 26, 2026
RGBT TrackingRGBT234computer visionRGBT Tracking on RGBT234 performance trend112May 6, 2026
Mathematical ReasoningMATHllm chat instructionnlpMathematical Reasoning on MATH (Pass@1) performance trend112Feb 26, 2026
Exemplar-Free Class-Incremental LearningCIFAR-100computer visiontabular time series112Jun 26, 2026
Novel View SynthesisDTU 3-view3d vision geometryNovel View Synthesis on DTU 3-view performance trend112Jul 2, 2026
Image ClassificationVTABcomputer vision112Jun 23, 2026
Domain AdaptationOffice-Home (test)computer visionnlp+1112Feb 26, 2026
Adversarial AttackILSVRC 2012 (val)adversarial safety securitycomputer vision112May 26, 2026
Semantic SegmentationBDD100K (test)computer visionSemantic Segmentation on BDD100K (test) performance trend112Apr 3, 2026
Super-ResolutionUrban100 x2computer visionSuper-Resolution on Urban100 x2 performance trend112Jun 19, 2026
Unconditional Image GenerationCIFAR-10 32 x 32image generation editingUnconditional Image Generation on CIFAR-10 32 x 32 performance trend112Jun 9, 2026
Graph ClassificationCiteSeergraph112May 26, 2026
Image classificationCIFAR100 (test)computer vision112Feb 26, 2026
Node ClassificationAmazon Photo (test)graphNode Classification on Amazon Photo (test) performance trend112Jun 1, 2026
Multi-label ClassificationPascal-VOC (test)computer visionnlp+2112Feb 26, 2026
Semantic SegmentationMapillarycomputer visionSemantic Segmentation on Mapillary performance trend112Jul 9, 2026
Cross-view Geo-localizationUniversity-1652 Satellite -> Dronecomputer visionCross-view Geo-localization on University-1652 (Satellite -> Drone) performance trend112Jun 2, 2026