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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 82 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Instance SegmentationScanNet v2 (test)3d vision geometrycomputer vision135Feb 26, 2026
Named Entity RecognitionCoNLL English 2003 (test)nlpNamed Entity Recognition on CoNLL English 2003 (test) performance trend135Feb 26, 2026
Image ClassificationFlowerscomputer visionImage Classification on Flowers performance trend135May 18, 2026
Multimodal Named Entity RecognitionTwitter-GMNERmultimodalnlp135Mar 19, 2026
Hallucination DetectionHaluEvalllm chat instructionnlpHallucination Detection on HaluEval performance trend135Jun 19, 2026
Continual LearningTRACEmiscellaneous135Jun 29, 2026
Hallucination DetectionCoQAllm chat instructionnlp134Jun 12, 2026
Science Question AnsweringSciQnlpbio medical134Jun 18, 2026
Image ClassificationTiny-ImageNetcomputer vision134Jun 11, 2026
Real-time Visual UnderstandingStreamingBenchcomputer vision134Apr 30, 2026
Mathematical reasoningMATH 500llm chat instructionnlp134Jun 30, 2026
Mathematical ReasoningOlympiadBenchllm chat instructionnlpMathematical Reasoning on OlympiadBench (accuracy (%)) performance trend134Jun 18, 2026
Emotion RecognitionSEED-IV Session 1 → Session 2speech audiocomputer vision+1134Feb 26, 2026
OOD DetectionImageNet 1k (test)computer visiontabular time series134Jun 30, 2026
Image ClassificationSUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD (test)computer vision134Jun 30, 2026
Medical Question AnsweringMedMCQA (test)bio medicalnlp134Feb 26, 2026
Node classificationMinesweeper (test)graph134May 27, 2026
Language ModelingLambada OpenAInlp134Jun 12, 2026
Node ClassificationCora Synthetic (test)graph134Feb 26, 2026
Deepfake DetectionCelebDF v2computer visionadversarial safety securityDeepfake Detection on CelebDF v2 performance trend134Jun 2, 2026
Anomaly DetectionMVTec 3D-AD 1.0 (test)tabular time seriesAnomaly Detection on MVTec 3D-AD 1.0 (test) performance trend134Apr 28, 2026
Medical Image SegmentationGlaSbio medicalcomputer vision134Jul 2, 2026
Image ClassificationImageNet-Ccomputer vision134Apr 21, 2026
Text-to-Video RetrievalVATEXmultimodalretrieval search ragText-to-Video Retrieval on VATEX performance trend134May 27, 2026
Open Question AnsweringNatural Questions (NQ) (test)nlpretrieval search ragOpen Question Answering on Natural Questions (NQ) (test) performance trend134Feb 26, 2026