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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 1295 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Scaling Law FittingLLM-github (test)miscellaneous23May 19, 2026
Scaling Law FittingLLM-commoncrawl (test)miscellaneous23May 19, 2026
Scaling Law FittingLLM-c4 (test)miscellaneous23May 19, 2026
Scaling Law FittingLLM-book (test)miscellaneous23May 19, 2026
Scaling Law FittingLLM-arxiv (test)miscellaneous23May 19, 2026
Indicator RetrievalBacktestBench synthetic (test)retrieval search rag23May 19, 2026
SQL GenerationBacktestBench synthetic (test)code developer ainlp23May 19, 2026
Financial Backtesting AccuracyBacktestBench synthetic (test)tabular time series23May 19, 2026
Knowledge RetrievalKGFACT RETRIEVALretrieval search ragnlp23May 19, 2026
Automated PlanningIPC 2023 (test)miscellaneous23May 29, 2026
Image Super-ResolutionDRealSRcomputer vision23May 25, 2026
Cross-domain Sequential RecommendationAmazon Kitchen (test)tabular time series23Jun 11, 2026
Cross-domain Sequential RecommendationAmazon Food (test)tabular time series23Jun 11, 2026
Visual Question AnsweringGranuVistaVQAmultimodalcomputer vision+123May 15, 2026
Organizational target classificationHacker Forum Exploit Posts OOD 2024+ (test)adversarial safety securitynlp23May 15, 2026
Synthetic Image DetectionSynthbustercomputer visionimage generation editing23May 26, 2026
3D Object DetectionnuScenes (val)3d vision geometrycomputer vision23Jul 2, 2026
Class-Incremental LearningImageNet-R B0 Inc20 (test)computer visiontabular time series23May 29, 2026
Image ReconstructionOmniDoc-TokenBench 256x256 (test)computer vision23May 14, 2026
Interactive Desktop Task SuccessOSWorldagents tool userobotics embodied ai23Jun 24, 2026
Semantic SegmentationYCB-Vcomputer vision23May 26, 2026
Single-Source Shortest Path PredictionECHO-Synthmiscellaneous23May 19, 2026
Node Eccentricity PredictionECHO-Synthgraph23May 19, 2026
Diameter PredictionECHO-Synthgraph23May 19, 2026
Open-set Point Cloud Semantic SegmentationS3DIS Manual-10-33d vision geometrycomputer vision23May 13, 2026