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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 54 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Quality AssessmentAGIQA-3Kcomputer visionImage Quality Assessment on AGIQA-3K performance trend175Jul 8, 2026
Novel View SynthesisACID3d vision geometryNovel View Synthesis on ACID performance trend175Jul 7, 2026
Sentiment AnalysisSST-2nlp175Jun 4, 2026
Node ClassificationCSgraphNode Classification on CS performance trend175Jun 2, 2026
Out-of-Distribution DetectionPlacescomputer visiontabular time series175May 27, 2026
Object DetectionPASCAL VOC Novel Set 3computer vision175Feb 27, 2026
Graph ClassificationCOX2graphGraph Classification on COX2 performance trend175Jun 11, 2026
Two-Sample TestingCIFAR-10 vs CIFAR-10.1 (test)tabular time series175Feb 26, 2026
Multi-hop Question Answering2WikiMQAnlpretrieval search rag175Jul 3, 2026
Bias EvaluationBBQnlpadversarial safety security175Jul 7, 2026
Inverse DesignMEG (test)miscellaneous174May 1, 2026
Object Hallucination EvaluationPOPE Adversarialmultimodalcomputer vision174Jul 3, 2026
Object Hallucination EvaluationCHAIRmultimodalcomputer vision174Jun 30, 2026
Long-context Question AnsweringLoCoMollm chat instructionnlpLong-context Question Answering on LoCoMo performance trend174Jun 23, 2026
Semantic SegmentationPC-59computer visionSemantic Segmentation on PC-59 performance trend174Apr 28, 2026
Information RetrievalBEIRretrieval search rag174Jul 2, 2026
Few-shot SegmentationCOCO 20^i (test)computer visionFew-shot Segmentation on COCO 20^i (test) performance trend174Feb 26, 2026
Object DetectionLVIS (val)computer vision174Jul 1, 2026
Image RetrievalMS-COCOretrieval search ragcomputer vision174Jun 8, 2026
Color image denoisingKodak24computer vision174Mar 30, 2026
Conversational Emotion RecognitionIEMOCAPnlpspeech audioConversational Emotion Recognition on IEMOCAP (6-class) performance trend174May 19, 2026
Link PredictionCiteseergraphLink Prediction on Citeseer performance trend174Jun 9, 2026
Text ClassificationMRnlpText Classification on MR performance trend174May 21, 2026
Facial Landmark Detection300-W (Fullset)computer visionFacial Landmark Detection on 300-W (Fullset) performance trend174Feb 26, 2026
Language UnderstandingNine Zero-Shot Tasks (BoolQ, HellaSwag, LAMBADA, OpenBookQA, PIQA, SIQA, WinoGrande, ARC-Easy, ARC-Challenge)nlp173Apr 9, 2026