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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1708 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-label ClassificationAID Random SPML noise (test)computer visionnlp+219Apr 28, 2026
Multi-label ClassificationreBEN Random 1.0 (test)computer visionnlp+219Apr 28, 2026
Multi-label ClassificationAID-Manual (test)computer visionnlp+219Apr 28, 2026
Out-of-Distribution DetectionImageNet OOD Average (test)computer visiontabular time series19Apr 28, 2026
Out-of-Distribution DetectionImageNet (ID) vs NINCO (OOD) (test)computer visiontabular time series19Apr 28, 2026
Text-to-Image GenerationOCR prompt setimage generation editing19Jun 30, 2026
Text-to-text RetrievalMMDocRAG (test)retrieval search ragnlp19Apr 28, 2026
Target-region R2 predictionfarseer scaling law instancestabular time series19Apr 27, 2026
Target-region R2 predictionSparsity Scaling Law Instancestabular time series19Apr 27, 2026
Target-region R2 predictiondata con scaling law instancestabular time series19Apr 27, 2026
Target-region R2 predictionmoe scaling law instancestabular time series19Apr 27, 2026
Target-region R2 predictionparallel scaling law instancestabular time series19Apr 27, 2026
Target-region R2 predictionvocab scaling law instancestabular time series19Apr 27, 2026
Target-region R2 predictiondomain scaling law instancestabular time series19Apr 27, 2026
Multi-image GroundingMIG-Bench 1.0 (full)multimodalcomputer vision19Apr 27, 2026
Continual Language ModelingHOPE 8-domain, clean-regime 256M (3 seeds)nlpllm chat instruction19Apr 27, 2026
Conditional Image GenerationCIFAR-10 conditionalimage generation editing19Apr 27, 2026
Machine UnlearningEnron + News (50% forget set)adversarial safety security19Apr 27, 2026
3D Human Mesh RecoveryCMU-Panoptic3d vision geometrycomputer vision19Jun 16, 2026
ManipulationOGBench cube-triple-playrobotics embodied ai19May 21, 2026
Caption-to-molecule generationChEBI-20bio medicalnlp19Apr 29, 2026
Step-level reasoning verificationSciQAllm chat instruction19Apr 23, 2026
Step-level reasoning verificationStrQAllm chat instruction19Apr 23, 2026
Step-level reasoning verificationCalendarllm chat instruction19Apr 23, 2026
Step-level reasoning verificationMeetingsllm chat instruction19Apr 23, 2026