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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 1687 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sequence LabelingLaptop14nlp20Feb 26, 2026
Semantic SegmentationSpaceNet v1computer vision20Feb 26, 2026
Anomaly DetectionReal-IAD (test)tabular time series20Jul 3, 2026
Road DetectionKITTI Urban Road (test)computer vision20Feb 26, 2026
Overall Critique and RefinementCritique and Refinement Evaluation Overallllm chat instruction20Feb 26, 2026
Code Generation Critique and RefinementCritique and Refinement Evaluation Dataset Codecode developer ai20Feb 26, 2026
Mathematical Reasoning Critique and RefinementCritique and Refinement Evaluation Dataset Mathllm chat instructionnlp20Feb 26, 2026
Question Answering Critique and RefinementCritique and Refinement Evaluation Datasetnlpllm chat instruction20Feb 26, 2026
Summarization Critique and RefinementCritique and Refinement Evaluation Dataset Summarizationnlp20Feb 26, 2026
Dialog Critique and RefinementCritique and Refinement Evaluation Dataset Dialogllm chat instructionnlp20Feb 26, 2026
Biomarker SegmentationData Science Bowl (DSB) 2018 (test)bio medicalcomputer vision20Feb 26, 2026
Lung SegmentationPadChest (test)computer visionbio medical20Feb 26, 2026
Inference EfficiencyImageNet-1kmiscellaneous20Feb 26, 2026
Inference EfficiencyMS-COCOmiscellaneous20Feb 26, 2026
Medical KnowledgeMedQAbio medicalnlp20Feb 26, 2026
Multimodal JailbreakingHADES-Datasetadversarial safety securitymultimodal20Feb 26, 2026
Neutralized SummarizationNeuSnlp20Feb 26, 2026
Image Super-resolutionBSD100computer vision20Feb 26, 2026
Semantic segmentationS3DIS (val)computer vision20Feb 26, 2026
Multiple-choice Question AnsweringGPQA Diamond set (test)nlp20Mar 20, 2026
Fine-grained Visual ReasoningHR-Bench-8K OODcomputer visionmultimodal19Jul 9, 2026
Operating System Interaction Agent TaskOSagents tool use19Jul 9, 2026
Knowledge Graph Interaction Agent TaskKGagents tool usegraph+119Jul 9, 2026
Database Querying Agent TaskDBagents tool usecode developer ai+119Jul 9, 2026
Embodied Agent Instruction FollowingALFWorld (ALF) (test)robotics embodied aillm chat instruction19Jul 9, 2026