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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 1043 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Entity MatchingAverage (Febrl4, F.-Zagat, Bikes, eBooks, Movies)nlp26Jun 30, 2026
Entity MatchingMoviesnlp26Jun 30, 2026
Entity MatchingeBooksnlp26Jun 30, 2026
Entity MatchingBikesnlp26Jun 30, 2026
Entity MatchingFebrl4nlp26Jun 30, 2026
Tabular Classification and RegressionFull set of 158 datasets CARTE TabArena-Lite TALENT-Tiny TextTabtabular time series26Jun 30, 2026
Graph ClassificationBBBPgraph26Jul 9, 2026
Long-term DialogueLoCoMo (test)llm chat instruction26Jun 30, 2026
Multimodal Model EvaluationMMEmultimodal26Jun 30, 2026
Locomotion and end-effector pose trackingSimulation Environment Complete Weakening k_tau=0.0robotics embodied ai26Jun 24, 2026
Locomotion and end-effector pose trackingSimulation Environment Partial Weakening k_tau=0.1robotics embodied ai26Jun 24, 2026
Soundness VerificationCertificate Soundness (test)miscellaneous26Jun 24, 2026
Like predictionQK-articletabular time series26Jun 24, 2026
Document ParsingOmniDocBench v1.6nlpcomputer vision26Jul 7, 2026
Continual LearningContinual Learning Task Stream Smiscellaneous26Jun 23, 2026
Access ControlMuses-Bench Deepseek max-turns = 10adversarial safety security26Jun 23, 2026
Retinal Vessel SegmentationCHASE_DB1 (test)computer visionbio medical26Jun 23, 2026
Multi-modal Vehicle Re-identificationRGBNT100multimodalcomputer vision26Jun 19, 2026
Vulnerability detection runtime analysis12 Real-world Python projects (nltk, python-markdown, pygments, sphinx, peewee, readme-ai, numpy, h5py, langchain, neural-compressor, pydantic, cffi)adversarial safety securitycode developer ai26Jun 19, 2026
Legal TranslationHKCFA Judgment 97-22nlp26Jun 19, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp26Jun 18, 2026
Reading ComprehensionQuALITYnlp26Jun 17, 2026
Commonsense ReasoningCommonsense Reasoning Suitenlp26Jun 16, 2026
Usefulness PredictionSIGIR 16retrieval search rag26Jun 16, 2026
Autonomous Driving PlanningNavsimrobotics embodied ai26Jun 30, 2026