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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 8 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringARC-Enlp544Jun 9, 2026
Human-Object Interaction DetectionHICO-DET (test)computer visionHuman-Object Interaction Detection on HICO-DET (test) performance trend544Jun 5, 2026
Language ModelingPTB (test)nlpLanguage Modeling on PTB (test) performance trend543May 27, 2026
Anomaly LocalizationMVTec-ADcomputer visionAnomaly Localization on MVTec-AD performance trend543Jun 30, 2026
Node classificationogbn-arxiv (test)graphNode Classification on ogbn-arxiv (test) performance trend542Jul 1, 2026
Node ClassificationCiteSeergraphNode Classification on CiteSeer (accuracy) performance trend541Jun 23, 2026
Image ClassificationRESISC45computer visionImage Classification on RESISC45 performance trend539Jul 3, 2026
Image GenerationCIFAR-10 (test)image generation editingImage Generation on CIFAR-10 (test) performance trend536Apr 28, 2026
Mathematical ReasoningMATHllm chat instructionnlpMathematical Reasoning on MATH (Accuracy) performance trend535Feb 26, 2026
Class-conditional image generationImageNet 256x256 (val)image generation editingClass-conditional image generation on ImageNet 256x256 (val) performance trend535Jul 1, 2026
Automatic Speech RecognitionLibriSpeech (dev-other)speech audioAutomatic Speech Recognition on LibriSpeech (dev-other) performance trend535Jul 1, 2026
Anomaly DetectionADBench noisy-context scenario 1.0tabular time series532Mar 17, 2026
Graph ClassificationCOLLABgraphGraph Classification on COLLAB performance trend532Jul 3, 2026
Multi-turn Dialogue EvaluationMT-Benchllm chat instruction532May 26, 2026
Image ClassificationUCF101computer visionImage Classification on UCF101 performance trend529Jun 9, 2026
Natural Language UnderstandingGLUE (dev)nlpNatural Language Understanding on GLUE (dev) performance trend529Jun 19, 2026
Text-to-Image RetrievalFlickr30k (test)multimodalretrieval search ragText-to-Image Retrieval on Flickr30k (test) performance trend528Jun 30, 2026
Long-term Time Series ForecastingWeathertabular time series527Jun 9, 2026
3D Human Pose Estimation3DPW (test)3d vision geometrycomputer vision3D Human Pose Estimation on 3DPW (test) performance trend527Jun 30, 2026
Semantic SegmentationCityscapescomputer visionSemantic Segmentation on Cityscapes (Semseg mIoU) performance trend526Jul 8, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlpMathematical Reasoning on AIME 2024 (AIME24, Math Avg) performance trend525Jun 19, 2026
Visual Question AnsweringScienceQAmultimodalcomputer vision+1Visual Question Answering on ScienceQA performance trend525Jul 7, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+1Visual Question Answering on GQA (Accuracy) performance trend524May 14, 2026
Image-to-Text RetrievalFlickr30K 1K (test)multimodalretrieval search ragImage-to-Text Retrieval on Flickr30K 1K (test) performance trend523Jul 3, 2026
Instance SegmentationCOCO (val)computer visionInstance Segmentation on COCO (val) performance trend520Jun 19, 2026