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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 1785 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Weakly-Supervised Semantic SegmentationBraTS Tumor Core 2020 (val)computer vision18Jul 7, 2026
Semantic SegmentationBHSD SDHcomputer vision18Jul 7, 2026
Semantic SegmentationBHSD IVHcomputer vision18Jul 7, 2026
Semantic SegmentationBHSD IPHcomputer vision18Jul 7, 2026
Semantic SegmentationBHSD EPHcomputer vision18Jul 7, 2026
Code ReasoningHumanEvalProcode developer ainlp18Jul 7, 2026
Mathematical ReasoningBeyondAIMEllm chat instructionnlp18Jul 7, 2026
Mathematical ReasoningHMMT25llm chat instructionnlp18Jul 7, 2026
Mathematical ReasoningMATH500llm chat instructionnlp18Jul 7, 2026
Mathematical ReasoningAIME24llm chat instructionnlp18Jul 7, 2026
Zero-shot ReasoningCommon Sense Reasoning Suite (OpenbookQA, ARC-E, ARC-C, Winogrande, HellaSwag, PIQA, MathQA)llm chat instructionnlp18Jul 7, 2026
Table overlap ratio estimationRealEstate (test)graphtabular time series18Jul 7, 2026
Instance RetrievalUCS corpus (unseen sound events)3d vision geometrycomputer vision18Jul 7, 2026
Hallucination DetectionHalluScorellm chat instructionnlp18Jul 7, 2026
Hallucination DetectionTruthfulQA ARllm chat instructionnlp18Jul 7, 2026
Hallucination DetectionTruthfulQA ENllm chat instructionnlp18Jul 7, 2026
Long-context Question AnsweringClip 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Multiple Choice Question AnsweringInfMC 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringInfQA 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringNarrQA 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringPopQA 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringHotpotQA 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringTriviaQA 128Kllm chat instructionnlp18Jul 3, 2026
Long-context Question AnsweringNQ 128Kllm chat instructionnlp18Jul 3, 2026
Image ClassificationIN-100-Textcomputer vision18Jul 3, 2026