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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 236 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General KnowledgeMMLU-Prollm chat instruction67Jul 7, 2026
Scientific ReasoningGPQA Diamondnlp67Jun 2, 2026
Multimodal EvaluationMMEmultimodalMultimodal Evaluation on MME (Total) performance trend67May 19, 2026
Few-shot 3D Semantic SegmentationS3DIS (S1)3d vision geometrycomputer vision67Jul 1, 2026
Road ExtractionMassachusettscomputer vision67Apr 20, 2026
Machine UnlearningTOFU 1.0 (Forget10)adversarial safety security67Jun 29, 2026
Depth EstimationBonn3d vision geometry67Jun 23, 2026
Driver DNF PredictionRel F1tabular time series67May 25, 2026
DialogueMT-Benchllm chat instructionnlp67Jul 1, 2026
Reward ModelingRewardBench v2 (test)llm chat instruction67Apr 28, 2026
Mathematical ReasoningMinervallm chat instructionnlp67Apr 10, 2026
Spatial ReasoningMMSI-Benchnlp67Jun 19, 2026
Multi-hop QA2WikiMultihopQAnlpretrieval search rag67May 13, 2026
Language ModelingLM1B (val)nlpLanguage Modeling on LM1B (val) performance trend67May 26, 2026
Multi-task Knowledge and ReasoningMMLU-Pronlpllm chat instruction67Jun 11, 2026
General image understandingMMStarcomputer visionmultimodalGeneral Image Understanding on MMStar performance trend67Jul 8, 2026
Image ClassificationVision Datasets (14 tasks) 1.0 (test)computer vision67Mar 4, 2026
Load forecastingGEFComtabular time series67Mar 4, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp67Mar 24, 2026
Visual Question AnsweringInfoSeekmultimodalcomputer vision+1Visual Question Answering on InfoSeek (Unseen-Q/Unseen-E Metrics) performance trend67Jul 9, 2026
Graph Anomaly DetectionCiteSeergraphGraph Anomaly Detection on CiteSeer performance trend67Jun 30, 2026
Video UnderstandingVideoMMEcomputer vision67Jun 30, 2026
Surface Normal EstimationiBims-13d vision geometry67Jul 8, 2026
CountingTallyQAcomputer vision67Jun 2, 2026
Fact-based Visual Question AnsweringFVQAmultimodalcomputer vision+167May 12, 2026