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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 654 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text classificationDrug Review Norethindrone (5-fold cross-validation)nlp36Feb 26, 2026
Text classificationNewsgroup Religion (5-fold cross-validation)nlp36Feb 26, 2026
Text classificationNewsgroup Science (5-fold cross-validation)nlp36Feb 26, 2026
LLM-as-a-judge evaluationMT-Benchllm chat instruction36Mar 19, 2026
LLM-as-a-judge evaluationFLASKllm chat instruction36Mar 19, 2026
LLM-as-a-judge evaluationFB Bench (Feedback Bench)llm chat instruction36Mar 19, 2026
Visual UnderstandingSEED-Benchcomputer visionmultimodal36Jun 23, 2026
Contrastive AlignmentMust-C (test)multimodalnlp36Feb 26, 2026
Joint Word Segmentation and POS TaggingJapanese (test)nlp36Feb 26, 2026
Joint Word Segmentation and POS TaggingChinese (test)nlp36Feb 26, 2026
Multi-agent Scenario GenerationnuScenes (train)robotics embodied aiagents tool use36Feb 26, 2026
General ReasoningBIG-benchllm chat instructionnlp36Apr 14, 2026
3D ClassificationScanObjectNN OBJ_BG (test)3d vision geometrycomputer vision36Feb 26, 2026
Base-to-novel generalizationUCF101 base-to-novelcomputer vision36Jul 2, 2026
Multimodal reasoningMathVistamultimodalnlp36Mar 24, 2026
Medical Image ClassificationMedMNIST Breast (test)bio medicalcomputer vision36Feb 26, 2026
Medical Image ClassificationMedMNIST Derma (test)bio medicalcomputer vision36Feb 26, 2026
Medical Image ClassificationMedMNIST Pneumonia (test)bio medicalcomputer vision36Feb 26, 2026
Sleep Stage ScoringSleep (test)bio medicaltabular time series36Feb 26, 2026
Time Series ClassificationfNIRS (test)tabular time series36Feb 26, 2026
Machine TranslationDe-En document-levelnlp36Feb 26, 2026
3D Object DetectionView-of-Delft (VoD) (val)3d vision geometrycomputer vision36May 21, 2026
Image-to-Text RetrievalUrban1kmultimodalretrieval search rag36May 13, 2026
Hallucination EvaluationMSCOCO (val)llm chat instructionnlp36Feb 26, 2026
Hand Pose EstimationDexYCB (S1)computer vision36Feb 26, 2026