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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 88 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Proactive recommendationProPerSim Day 1 1.0 (test)retrieval search rag128Feb 26, 2026
Utility AssessmentAgentDojo (test)llm chat instruction128Feb 26, 2026
ForecastingIcentiatabular time series128Feb 27, 2026
Video UnderstandingLongVideoBenchcomputer vision128Jul 7, 2026
Machine TranslationFLORES+ (test)nlp128Feb 26, 2026
Long-term memory evaluationLoCoMollm chat instructionLong-term memory evaluation on LoCoMo performance trend128Jun 2, 2026
Multi-Hop Question AnsweringBambooglenlpretrieval search ragExact Match Evaluation on Multi-Hop Question Answering on Bamboogle performance trend128Apr 10, 2026
Image ClassificationImageNet (val)computer vision128Feb 26, 2026
Emotion ClassificationEmotion Classification In-domain (test)nlp128Feb 26, 2026
Node classificationTolokers (test)graph128May 27, 2026
Topic ClassificationAG News (test)nlpTopic Classification on AG News (test) performance trend128Jun 4, 2026
Action RecognitionNW-UCLAcomputer vision128May 22, 2026
Node Classificationogbn-productsgraph128Jun 2, 2026
Out-of-Distribution DetectionTexturecomputer visiontabular time series128May 27, 2026
Graph ClassificationMNIST (test)graphGraph Classification on MNIST (test) performance trend128Jul 1, 2026
Graph classificationCIFAR10graphGraph Classification on CIFAR10 performance trend128Jun 26, 2026
Visual Object TrackingNFScomputer visionVisual Object Tracking on NFS performance trend128May 12, 2026
Few-Shot Class-Incremental LearningCUB200 (test)computer visiontabular time seriesFew-Shot Class-Incremental Learning on CUB200 (test) performance trend128Jun 24, 2026
Image RetrievalMS-COCO 1K (test)retrieval search ragcomputer visionImage Retrieval on MS-COCO 1K (test) performance trend128Feb 26, 2026
Visual Question AnsweringVQA-CP v2 (test)multimodalcomputer vision+1Visual Question Answering on VQA-CP v2 (test) performance trend128Mar 24, 2026
Character-level Language Modelingtext8 (test)nlpCharacter-level Language Modeling on text8 (test) performance trend128Feb 26, 2026
Relation ClassificationSemEval-2010 Task 8 (test)nlpRelation Classification on SemEval-2010 Task 8 (test) performance trend128Feb 26, 2026
Image ClassificationFood (test)computer vision128Apr 28, 2026
Image ClassificationPlaces-LT (test)computer visionImage Classification on Places-LT (test) performance trend128Feb 26, 2026
Hallucination DetectionSQuADllm chat instructionnlp127Jun 23, 2026