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Benchmarks

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

309,131 benchmarksPage 645 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringOBQAnlp36Feb 27, 2026
Commonsense ReasoningHellaSwagnlp36Feb 27, 2026
Boolean Question AnsweringBoolQnlp36Feb 27, 2026
Fine-grained Image ClassificationDTD (novel classes)computer vision36Feb 27, 2026
Fine-grained Image ClassificationFGVCAircraft (novel classes)computer vision36Feb 27, 2026
Image ClassificationFood101 novel classescomputer vision36May 12, 2026
Watermark ExtractionGeometric Distortions (test)computer vision36Feb 26, 2026
Time Series ReasoningTRQAtabular time series36Jun 12, 2026
Time Series ReasoningTSQAtabular time series36Jun 12, 2026
Time Series ReasoningETItabular time series36Jun 12, 2026
Accurate RetrievalAccurate Retrieval (AR) suiteretrieval search rag36Feb 26, 2026
Test-Time LearningTest-Time Learning (TTL) suitetabular time seriesnlp+136Feb 26, 2026
General TaskMMStarnlpcomputer vision+136Jun 2, 2026
Graph Edit Distance ApproximationAIDSgraph36Feb 26, 2026
Language ModelingAG News (val)nlp36May 26, 2026
Mathematical ReasoningGSM-Symbolic Origin 100llm chat instructionnlp36Feb 26, 2026
Mathematical ReasoningGSM-Symbolic Vary Bothllm chat instructionnlp36Feb 26, 2026
Mathematical ReasoningGSM-Symbolic Vary Namellm chat instructionnlp36Feb 26, 2026
Mathematical ReasoningGSM-Symbolic Vary Num.llm chat instructionnlp36Feb 26, 2026
Sequential RecommendationOfficetabular time series36May 28, 2026
Mutual Information EstimationOut-of-Meta-Distribution (OoMD) (test)tabular time series36Feb 26, 2026
Mutual Information EstimationIn-Meta-Distribution (IMD) (test)tabular time series36Feb 26, 2026
Downstream NLP EvaluationDownstream NLP Tasks (Lambada, ARC, WinoGrande, PIQA, HellaSwag, SciQ, RACE) LM Evaluation Harness (test)nlp36Feb 26, 2026
Cross-modal registrationReplica 62multimodal3d vision geometry36Feb 27, 2026
Biomedical Multi-hop Question AnsweringCondMedQAbio medicalnlp36Feb 26, 2026