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Benchmarks

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

309,131 benchmarksPage 1991 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Lifelong UnlearningMLUBench Task C v1.0 (test)adversarial safety security17Jun 12, 2026
No-Reference Image Quality AssessmentWeighted average (SPAQ, AGIQA, LIVEW, KADID, PIPAL, TID2013, CSIQ)computer vision17Jun 12, 2026
No-Reference Image Quality AssessmentAG-IQAcomputer vision17Jun 12, 2026
Multi-Hop Question AnsweringBambnlpretrieval search rag17Jun 12, 2026
Multi-Hop Question Answering2wikinlpretrieval search rag17Jun 12, 2026
General Question AnsweringHpQAnlpretrieval search rag17Jun 12, 2026
General Question AnsweringPopQAnlpretrieval search rag17Jun 12, 2026
General Question AnsweringTriviaQAnlpretrieval search rag17Jun 12, 2026
General Question AnsweringNQnlpretrieval search rag17Jun 12, 2026
General Question AnsweringNatural Questions (NQ) v1.0 (test)nlpretrieval search rag17Jun 12, 2026
Closed-loop Autonomous DrivingBench2Drive official (test)robotics embodied aicomputer vision17Jun 11, 2026
Spatial ReasoningERQAnlp17Jun 30, 2026
Subject-preserving video generationOpenS2V-Eval Human-Domainvideo generation editingcomputer vision17Jun 11, 2026
Text-to-imageCVTG-2Kimage generation editing17Jun 11, 2026
ForecastingLorenz-96 N=40 (test)tabular time series17Jun 11, 2026
Multi-hop Question AnsweringMulti-hop QA Benchmarks (2WikiMultiHopQA, Bamboo, HotpotQA, MuSiQue, Natural Questions, PopQA, TriviaQA)nlpretrieval search rag17Jun 11, 2026
Speaker ExtractionVoxCeleb2 mix Clean Visualspeech audio17Jun 11, 2026
Object NavigationHM3D v1 (test)robotics embodied aicomputer vision17Jun 11, 2026
Code GenerationMBPPcode developer ai17Jun 11, 2026
Code GenerationHumanEvalcode developer ai17Jun 11, 2026
Combinatorial OptimizationTSP n=150 Generalizationmiscellaneous17Jun 11, 2026
Combinatorial OptimizationTSP n=125 Generalizationmiscellaneous17Jun 11, 2026
Combinatorial OptimizationTSP n=100 (train)miscellaneous17Jun 11, 2026
Image ClassificationImageNet sub-tasks S7-S9 (50 classes)computer vision17Jun 11, 2026
Image ClassificationImageNet sub-tasks S4-S6 (25 classes)computer vision17Jun 11, 2026