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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 2252 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
GRN AttackDrive Diagnosisadversarial safety security16Feb 26, 2026
GRN AttackCIFAR10adversarial safety security16Feb 26, 2026
Gradient Inversion AttackCIFAR-100adversarial safety security16Feb 26, 2026
RegressionKin8nmtabular time series16Jul 9, 2026
RegressionYachttabular time series16Jul 9, 2026
Deterministic forecastingElectricity TSFM-Benchtabular time series16Feb 27, 2026
RegressionDS2tabular time series16Mar 13, 2026
PDE constrained field generationDarcy Flow (val)miscellaneous16Feb 26, 2026
Time Series ImputationWeather Time-wise missingtabular time series16Feb 27, 2026
Time Series ImputationWeather Point-wise missingtabular time series16Feb 27, 2026
Time Series ImputationETT Time-wise missingtabular time series16Feb 27, 2026
Time Series ImputationETT Point-wise missingtabular time series16Feb 27, 2026
Collaborative FilteringMovieLens-20M User (test)tabular time series16Feb 26, 2026
Federated Graph ClassificationIMDB-BINARY non-IID (test)graph16Feb 26, 2026
Federated Graph ClassificationCOLLAB non-IID (test)graph16Feb 26, 2026
Federated Graph ClassificationPROTEINS non-IID (test)graph16Feb 26, 2026
Federated Graph ClassificationNCI-1 non-IID (test)graph16Feb 26, 2026
Federated Graph ClassificationIMDB-BINARY (test)graph16Feb 26, 2026
Federated Graph ClassificationCOLLAB (test)graph16Feb 26, 2026
Federated Graph ClassificationPROTEINS (test)graph16Feb 26, 2026
Federated Graph ClassificationNCI-1 (test)graph16Feb 26, 2026
Language Understanding and KnowledgeKnowledge Evaluation Suite MMLU & C-EVALnlp16Feb 26, 2026
Language Model Pre-trainingC4 Llama-1B scratch (val)nlp16Feb 26, 2026
Rumor DetectionPHEMEnlp16Feb 26, 2026
Individual Treatment Effect EstimationOnline gaming product dataset PSM-Matched Ground Truth (out-of-sample)tabular time series16Feb 26, 2026