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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 91 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCUB-200computer visionImage Classification on CUB-200 performance trend126Jul 2, 2026
Audio ClassificationUrbansound8Kspeech audio126Apr 2, 2026
Multimodal ReasoningMMBench EN V1.1multimodalnlp125Jun 2, 2026
Language Model Performance EvaluationLLM Evaluation Benchmarkllm chat instructionnlp125May 26, 2026
ClassificationCreditDefault (test)computer visionnlp+3125May 12, 2026
Node classificationCoragraph125Jun 19, 2026
Multi-Depot Vehicle Routing ProblemCordeau MDVRPmiscellaneous125May 1, 2026
Algorithm Selection for Continuous Black-Box OptimisationCOCO BBOB Evaluation Protocols (LIO, Random, LPO)miscellaneous125Apr 13, 2026
Star Discrepancy Minimization3D Unit Cube3d vision geometry125Apr 2, 2026
Question AnsweringMedMCQAnlp125Jul 3, 2026
Sleep Quality PredictionGarmin wearable data (LOOCV)tabular time seriesbio medical125Feb 26, 2026
ClassificationOrganAMNISTcomputer visionnlp+3125Apr 3, 2026
Solving transport equationTransport Shift transport equation 4.4, initial conditions 4.9 (test)miscellaneous125Feb 26, 2026
Zero-shot ReasoningReasoning Suite (ARC-e, ARC-c, HellaSwag, PIQA, Winogrande) zero-shotllm chat instructionnlp125Jun 4, 2026
RetrievalTHINGS-EEG 200-way zero-shot retrieval (Intra-Subject)retrieval search rag125May 7, 2026
Multi-hop Question AnsweringLoCoMonlpretrieval search rag125Jun 18, 2026
Image ClassificationOxford Pets (test)computer vision125Apr 9, 2026
Zero-shot Image ClassificationImageNet-1Kcomputer visionZero-shot Image Classification on ImageNet-1K performance trend125Jul 2, 2026
Object DetectionPascal VOC (Novel Split 3)computer vision125Jun 23, 2026
Object DetectionPascal VOC (Novel Split 2)computer vision125Jun 23, 2026
Causal DiscoverySynthetic DAGstabular time series125Feb 26, 2026
Multimodal BenchmarkingMMBench Englishmultimodal125Jul 1, 2026
Sign Language TranslationCSL-Daily (dev)computer visionnlpSign Language Translation on CSL-Daily (dev) performance trend125Jun 30, 2026
Image-to-Recipe RetrievalRecipe1M 10k setup (test)computer visionnlp+1Image-to-Recipe Retrieval on Recipe1M 10k setup (test) performance trend125Apr 20, 2026
Speech RecognitionLibriSpeech clean (dev)speech audioSpeech Recognition on LibriSpeech clean (dev) performance trend125Jun 23, 2026