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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 172 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Person Re-identificationiLIDS-VIDcomputer vision84Apr 2, 2026
Image DenoisingBSD200 (test)computer vision84Feb 26, 2026
Text DetectionMSRA-TD500computer visionText Detection on MSRA-TD500 performance trend84Feb 26, 2026
Image ClassificationCIFAR-10N (Aggregate)computer vision84May 21, 2026
RetrievalMS MARCO (dev)retrieval search rag84Feb 26, 2026
Mathematical ReasoningMATH500llm chat instructionnlp83Jul 3, 2026
Zero-shot Task Evaluationtasks 0-shotllm chat instruction83Jun 4, 2026
Text-to-SQLBIRDnlpcode developer ai83Jun 16, 2026
Mathematical ReasoningAMC 23llm chat instructionnlp83Jun 9, 2026
Node ClassificationHistorygraph83Jun 30, 2026
Graph Classificationobgn-arXivgraph83May 26, 2026
Time Series Anomaly DetectionTSB-AD-Mtabular time series83May 25, 2026
Robot ManipulationLIBERO simulationrobotics embodied ai83Jun 18, 2026
Scientific Question AnsweringScienceQAnlpbio medical83Jul 1, 2026
Multi-Agent Path Finding (MAPF)random 32x32-20robotics embodied ai83May 11, 2026
High-resolution Visual UnderstandingHR-Bench 8Kcomputer vision83May 28, 2026
ClassificationCIFAR10computer visionnlp+383Jul 7, 2026
Tabular Anomaly DetectionBreastWtabular time series83May 12, 2026
Object Hallucination EvaluationPOPE A-OKVQAmultimodalcomputer vision83Jun 30, 2026
Multi-discipline ReasoningMMMUllm chat instruction83Jun 26, 2026
Video reasoningVideo-MMMUcomputer vision83Jul 2, 2026
Instructive image editingEMU Edit (test)image generation editingnlp83May 14, 2026
Time Series ImputationETTh1 (test)tabular time seriesTime Series Imputation on ETTh1 (test) performance trend83Jul 9, 2026
Multivariate Time Series ForecastingETTm1 (test)tabular time series83Mar 13, 2026
Multiple-ChoiceTruthfulQAnlp83Apr 13, 2026