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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 1169 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAMOBenchllm chat instructionnlp24Jun 9, 2026
Code GenerationHumanEval+code developer ai24Jun 9, 2026
Malicious Fine-tuning AttackHEx-PHIadversarial safety security24Jun 30, 2026
Attack success evaluationBeavertailsadversarial safety security24Jun 9, 2026
Visual ReasoningVisualFLIPmultimodalcomputer vision24Jun 9, 2026
Linear banditLinear bandit setting ε = 0.4, B = 3 (test)tabular time series24Jun 9, 2026
Yield predictiondataset 2023 (val)tabular time series24Jun 9, 2026
Cold-start Photovoltaic Forecasting440 Photovoltaic Sites PVGIS context (cold-start evaluation)tabular time series24Jun 8, 2026
Cold-start Photovoltaic Forecasting440 Photovoltaic Sites OPAQUE context (cold-start evaluation)tabular time series24Jun 8, 2026
Photovoltaic ForecastingPVGIS context synthetic (full 440-site grid)tabular time series24Jun 8, 2026
Photovoltaic ForecastingOPAQUE context synthetic (full 440-site grid)tabular time series24Jun 8, 2026
Photovoltaic ForecastingPVGIS contexttabular time series24Jun 8, 2026
Photovoltaic ForecastingOPAQUE contexttabular time series24Jun 8, 2026
Spatial ReasoningCV-3Dnlp24Jun 8, 2026
Social Dimension ClassificationP1SCO Perspectivist N=1104 (test)nlp24Jun 8, 2026
Social Dimension ClassificationP1SCO Majority N=1104 (test)nlp24Jun 8, 2026
Spatiotemporal ImputationPeMS08 (test)tabular time series24Jun 8, 2026
Model StealingACM G (test)adversarial safety security24Jun 8, 2026
Surrogate Node ClassificationPubmed G (test)graph24Jun 8, 2026
Model ExtractionCiteseer G (test)adversarial safety security24Jun 8, 2026
Entity-conditioned retrievalChest X-ray (External)retrieval search rag24Jun 5, 2026
Video Question AnsweringStoryVideoQA-G 1.0 (gold)multimodalcomputer vision24Jun 5, 2026
Cloud RemovalRICE2 (test)computer vision24Jun 5, 2026
Text-to-audio retrievalCLOTHO v1 (test)multimodalnlp+124Jun 5, 2026
Mathematical ReasoningAQuAllm chat instructionnlp24Jun 5, 2026