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Benchmarks

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

309,131 benchmarksPage 64 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knowledge Graph Question AnsweringCWQ (test)graphnlpKnowledge Graph Question Answering on CWQ (test) performance trend158Jun 29, 2026
Visual Question AnsweringVQA v2 (val)multimodalcomputer vision+1158May 26, 2026
3D Human Pose and Shape Estimation3DPW (test)3d vision geometrycomputer vision3D Human Pose and Shape Estimation on 3DPW (test) performance trend158Feb 26, 2026
Semantic Textual SimilaritySTS-BnlpSemantic Textual Similarity on STS-B performance trend158Jun 15, 2026
Weakly Supervised Semantic SegmentationPASCAL VOC 2012 (test)computer visionWeakly Supervised Semantic Segmentation on PASCAL VOC 2012 (test) performance trend158Feb 27, 2026
Node ClassificationCoauthor CSgraph158Jun 2, 2026
Optical FlowMPI Sintel Clean (test)computer visionOptical Flow on MPI Sintel Clean (test) performance trend158Feb 26, 2026
Opinion Polarity DetectionMPQAnlp158May 7, 2026
Molecular Property PredictionMoleculeNet BBBP (scaffold)bio medicalMolecular Property Prediction on MoleculeNet BBBP (scaffold) performance trend158Jun 25, 2026
Image ClassificationImageNet-1Kcomputer visionImage Classification on ImageNet-1K (Top-1) performance trend157Jul 9, 2026
Question AnsweringOpenBookQAnlp157Jul 9, 2026
Anomaly DetectionPSMtabular time series157May 26, 2026
Language ModelingPennTreeBank (PTB)nlp157Jun 30, 2026
Video CaptioningMSVDmultimodal157Apr 10, 2026
3D Multi-Object TrackingnuScenes (val)3d vision geometrycomputer vision3D Multi-Object Tracking on nuScenes (val) performance trend157Jun 4, 2026
Text DetectionCTW1500 (test)computer visionText Detection on CTW1500 (test) performance trend157Feb 26, 2026
Fine-grained visual classificationNABirds (test)computer visionFine-grained visual classification on NABirds (test) performance trend157Feb 26, 2026
Social Interaction Question AnsweringSIQAnlp157Jun 1, 2026
Formal Theorem ProvingMiniF2F (test)miscellaneousFormal Theorem Proving on MiniF2F (test) performance trend157Jun 19, 2026
Policy OptimizationS-LQR (test)miscellaneous156May 15, 2026
Subjective Speech Quality EvaluationX-Voice (test)speech audio156May 8, 2026
Text-to-Image GenerationDPG-Benchimage generation editingText-to-Image Generation on DPG-Bench (DPG Metric) performance trend156May 19, 2026
Graph ClassificationIMDB-BINARYgraphGraph Classification on IMDB-BINARY performance trend156Jun 26, 2026
Visual Hallucination EvaluationHallusionBenchcomputer visionmultimodal156Jul 7, 2026
Graph RegressionPeptides-structgraphbio medical+1156Jun 4, 2026