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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 1023 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Gridworld NavigationFrozenLake Sourcerobotics embodied ai27Feb 26, 2026
Web NavigationWebShop Sourceagents tool userobotics embodied ai27Feb 26, 2026
Code GenerationHumanEval 2021 (test)code developer ai27Apr 28, 2026
Harmfulness EvaluationHarmBenchadversarial safety security27Jun 16, 2026
General Question AnsweringPopQA (test)nlpretrieval search rag27Jun 12, 2026
General Question AnsweringTriviaQA (test)nlpretrieval search rag27Jun 12, 2026
Mathematical ReasoningAMO-Benchllm chat instructionnlp27Feb 26, 2026
Tool-callingSupChain-Benchagents tool usellm chat instruction27Feb 26, 2026
Conditional Shapley value estimationAdult M=14tabular time series27Feb 26, 2026
Medical Visual Question AnsweringMMMU Medmultimodalbio medical27Jun 8, 2026
text-to-CAD generationDeepCAD (test)image generation editingcode developer ai27Apr 10, 2026
Law reasoningLawnlp27Mar 4, 2026
Skeleton-based Action RecognitionPKU-MMD II (x-sub)computer vision27Jun 11, 2026
Medical Question AnsweringMedical QA Evaluation Suite (MedQA, MedMCQA, MMLU-Med, PubMedQA, BioASQ, SEER, DDXPlus, MIMIC-IV)bio medicalnlp27Feb 26, 2026
RecommendationMIND (test)tabular time series27Feb 26, 2026
Relation ExtractionNYTnlp27Jun 18, 2026
Speech Question AnsweringMuST-C (test)speech audionlp27Feb 26, 2026
Safety EvaluationJailBreakVadversarial safety security27Apr 28, 2026
Fingerprint VerificationWizardMath-7B-V1.0 + LLaMA-2-7B-CHAT (Merged Model) Task Arithmetic alpha=0.5 (test)computer vision27Feb 26, 2026
Machine UnlearningMUSE-News Llama 2 7Badversarial safety security27Feb 26, 2026
Image-Text RetrievalCOCOmultimodalretrieval search rag27May 13, 2026
Theorem ProvingProofNet (test)miscellaneous27Jun 19, 2026
Image DenoisingMcMastercomputer vision27Feb 26, 2026
Few-shot ClassificationCUB K=50 (test)computer visionnlp+127Feb 26, 2026
Articulated Object Reconstruction and Motion EstimationPARIS Real3d vision geometrycomputer vision27Apr 10, 2026