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Benchmarks

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

309,131 benchmarksPage 35 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Semantic SegmentationScanNet v2 (val)3d vision geometry3D Semantic Segmentation on ScanNet v2 (val) performance trend230Jun 25, 2026
Visual GroundingRefCOCO+ (testB)multimodalcomputer visionVisual Grounding on RefCOCO+ (testB) performance trend230Jul 3, 2026
Mathematical Problem SolvingMATHnlpagents tool useMathematical Problem Solving on MATH performance trend229Mar 10, 2026
Compressive Sensing RecoverySet11computer vision229May 12, 2026
Point Cloud ClassificationModelNet40 (test)3d vision geometry229Jun 26, 2026
Face RecognitionLFWcomputer visionFace Recognition on LFW performance trend229Jun 1, 2026
Generalized Zero-Shot LearningSUNcomputer visionnlpGeneralized Zero-Shot Learning on SUN performance trend229Mar 24, 2026
Text-to-Video RetrievalMSVD (test)multimodalretrieval search rag229Jun 19, 2026
Visual Place RecognitionTokyo24/7computer visionVisual Place Recognition on Tokyo24/7 performance trend229Jun 2, 2026
RegressionSuperconducttabular time series228Jul 7, 2026
Multimodal Math ReasoningWeMathmultimodalnlp228Jun 11, 2026
Mathematical ReasoningMinerva Mathllm chat instructionnlp228Apr 21, 2026
Generalized Category DiscoveryStanford Carscomputer visionGeneralized Category Discovery on Stanford Cars performance trend228Jul 2, 2026
Image ClassificationCaltech101computer visionImage Classification on Caltech101 (Accuracy) performance trend228Mar 27, 2026
Topic ClassificationAG-Newsnlp228Jun 26, 2026
Multi-Object TrackingMOT16 (test)computer visionMulti-Object Tracking on MOT16 (test) performance trend228Feb 26, 2026
Novel View SynthesisMip-NeRF 360 (test)3d vision geometryNovel View Synthesis on Mip-NeRF 360 (test) performance trend228Jun 30, 2026
Domain GeneralizationDomainNetcomputer visionDomain Generalization on DomainNet performance trend228Jul 3, 2026
Unconditional Text GenerationOpenWebTextnlp227Jun 24, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlpMathematical Reasoning on AIME 2025 performance trend227Feb 26, 2026
Question AnsweringBambooglenlp227Jun 29, 2026
Time-series forecastingExchangetabular time series227Jun 12, 2026
3D Shape ClassificationModelNet40 (test)3d vision geometry3D Shape Classification on ModelNet40 (test) performance trend227Feb 26, 2026
Person Re-identificationCUHK03 (Detected)computer visionPerson Re-identification on CUHK03 (Detected) performance trend227Apr 7, 2026
Graph ClassificationPROTEINS (test)graphGraph Classification on PROTEINS (test) performance trend227Jul 7, 2026