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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 17 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Object TrackingGOT-10kcomputer vision357Jul 3, 2026
Time Series ForecastingWeather (test)tabular time seriesTime Series Forecasting on Weather (test) performance trend355Jun 19, 2026
Node Classificationamazon-ratingsgraphNode Classification on amazon-ratings performance trend354Jun 25, 2026
Science Question AnsweringARC Challengenlpbio medicalScience Question Answering on ARC Challenge performance trend354May 12, 2026
Mathematical reasoningMathQAllm chat instructionnlpMathematical Reasoning on MathQA performance trend354May 25, 2026
Image ClassificationImageNet (val)computer vision354Feb 26, 2026
Referring Expression ComprehensionRefCOCO+ (val)computer visionnlpReferring Expression Comprehension on RefCOCO+ (val) performance trend354Jul 7, 2026
Super-ResolutionBSD100computer visionSuper-Resolution on BSD100 performance trend354Jul 7, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlpMathematical Reasoning on AIME 2025 (Accuracy and Average Tokens) performance trend353Jun 16, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instructionMulti-task Language Understanding on MMLU (Accuracy) performance trend353Apr 23, 2026
Multi-Object TrackingSportsMOT (test)computer visionMulti-Object Tracking on SportsMOT (test) performance trend353Jul 2, 2026
Semantic SegmentationSemanticKITTI (test)computer visionSemantic Segmentation on SemanticKITTI (test) performance trend353May 29, 2026
Node classificationSquirrel (test)graphNode classification on Squirrel (test) performance trend353Jun 8, 2026
Audio Watermarking AttributionMusicCapsspeech audio352May 25, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlpMathematical Reasoning on GSM8K (HS, Acc) performance trend352Jun 25, 2026
3D Human Mesh Recovery3DPW (test)3d vision geometrycomputer vision3D Human Mesh Recovery on 3DPW (test) performance trend352Jun 23, 2026
Single Image Super-ResolutionSet5computer vision352Feb 26, 2026
Image ClassificationCUBcomputer vision351Jun 23, 2026
Referring Expression ComprehensionRefCOCO (testA)computer visionnlpReferring Expression Comprehension on RefCOCO (testA) performance trend351Jul 7, 2026
Human Pose EstimationMPII (test)computer visionHuman Pose Estimation on MPII (test) performance trend350Mar 4, 2026
Boolean Question AnsweringBoolQnlpBoolean Question Answering on BoolQ performance trend350Apr 23, 2026
OCR EvaluationOCRBenchcomputer visionnlpOCR Evaluation on OCRBench performance trend350Jun 2, 2026
Anomaly DetectionSWaTtabular time seriesAnomaly Detection on SWaT performance trend348Jun 23, 2026
Object DetectionCOCO 2017computer vision348Jul 7, 2026
Referring Expression ComprehensionRefCOCO (val)computer visionnlpReferring Expression Comprehension on RefCOCO (val) performance trend348Jul 7, 2026