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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1903 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Fine-grained species classificationWeeds Species196 16-shot (test)computer vision18Feb 26, 2026
Fine-grained species classificationInsecta Species196 16-shot (test)computer vision18Feb 26, 2026
Fine-grained species classificationiNaturalist Aves 16-shot 2018 (test)computer vision18Feb 26, 2026
Knowledge-Intensive Reasoning2wikiMultiHopQAnlpllm chat instruction18Feb 27, 2026
Knowledge-Intensive ReasoningWebWalkernlpllm chat instruction18Feb 27, 2026
ClusteringPhishing 5Ktabular time series18Feb 26, 2026
Text-to-Image GenerationMS-COCO 512x512 with SDv3.5image generation editing18Feb 26, 2026
Image GenerationImageNet 256x256 with FlowDCNimage generation editing18Feb 26, 2026
Image GenerationCIFAR-10 32x32 with ReFlowimage generation editing18Feb 26, 2026
Electrogram reconstruction from Body Surface Potential MapsBSPM-EGM (test)bio medicalcomputer vision18Feb 26, 2026
Policy OptimizationOffice World MAP0miscellaneous18Feb 26, 2026
Image ClassificationCIFAR-10computer vision18Feb 26, 2026
Function CallingTB-MMllm chat instructionagents tool use18Feb 26, 2026
Function CallingTB-HFllm chat instructionagents tool use18Feb 26, 2026
Function CallingTB-DLllm chat instructionagents tool use18Feb 26, 2026
Function CallingTinyAgentllm chat instructionagents tool use18Feb 26, 2026
Tool Retrieval and Function SelectionTaskbench-HFagents tool useretrieval search rag18Feb 26, 2026
Role-PlayingRPGBench Aggregate (Overall)llm chat instruction18Feb 26, 2026
Role-PlayingRPGBench Dialogue Shift (Generalization)llm chat instruction18Feb 26, 2026
Role-PlayingRPGBench Character Shift (Generalization)llm chat instruction18Feb 26, 2026
Role-PlayingRPGBench User Shift Generalizationllm chat instruction18Feb 26, 2026
Role-PlayingRPGBench In-distributionllm chat instruction18Feb 26, 2026
Traffic PredictionPeMS-BAY 15 min horizon (test)tabular time series18Feb 26, 2026
Image ClassificationImageNet V2computer vision18Feb 26, 2026
EEG ClassificationBCIC IV-2A (test)bio medicaltabular time series18Apr 10, 2026