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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 1238 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningMATH500llm chat instructionnlp24Feb 26, 2026
Multimodal Machine UnlearningMLLMU-Bench LLaVA-1.5-7B (test 2)multimodaladversarial safety security24Feb 26, 2026
Multimodal Machine UnlearningMLLMU-Bench LLaVA-1.5-7B (test 1)multimodaladversarial safety security24Feb 26, 2026
Air Quality ForecastingUSA regional air qualitytabular time series24Feb 27, 2026
Image ClassificationOfficeHome TotalHeavyTail setting (test)computer vision24Feb 26, 2026
Image ClassificationPACS TotalHeavyTail setting (test)computer vision24Feb 26, 2026
Image ClassificationVLCS TotalHeavyTail setting (test)computer vision24Feb 26, 2026
Image ClassificationPACS GINIDG setting (test)computer vision24Feb 26, 2026
Image ClassificationVLCS GINIDG setting (test)computer vision24Feb 26, 2026
Image ClassificationOfficeHomecomputer vision24Feb 26, 2026
Image ClassificationVLCScomputer vision24Feb 26, 2026
Knowledge TracingCodeforcestabular time series24Feb 26, 2026
Knowledge TracingPOJtabular time series24Feb 26, 2026
Graph ClassificationDrugOOD IC50 (test)graph24Feb 26, 2026
Mutual Information Estimationhigh-dimensional image benchmark 16 x 16tabular time series24Feb 26, 2026
Machine UnlearningUCI Adultadversarial safety security24Feb 26, 2026
Machine UnlearningCIFAR-10adversarial safety security24Feb 26, 2026
Image RetrievalSVHN (test)retrieval search ragcomputer vision24Feb 26, 2026
PDE solving with sparse-in-time observationsNavier-Stokesmiscellaneous24Feb 26, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp24Feb 27, 2026
DP Synthetic Data GenerationGerman Credittabular time series24Feb 26, 2026
Synthetic Data Generationadult dataset (test)image generation editing24Feb 26, 2026
Synthetic Data Generationbreast_cancerimage generation editing24Feb 26, 2026
ClusteringMNISTtabular time series24Feb 26, 2026
Image modelingMNIST (test)computer vision24Mar 4, 2026