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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 570 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Capability RetentionHeld-out capability AIME-2024, MATH-500, GSM8K, HumanEval, MMLU (test)llm chat instructioncode developer ai+139May 19, 2026
Machine TranslationNTREX-128nlp39May 18, 2026
Multi-domain reasoningBBHllm chat instruction39Jun 5, 2026
Downstream Task EvaluationDS-Avg 9 downstream tasks suitenlpcomputer vision+1439May 15, 2026
Face VerificationFDF (test)computer vision39May 14, 2026
Image ClassificationOxford-IIIT Petcomputer vision39Jun 2, 2026
Text ClassificationAG Newsnlp39May 13, 2026
Multi-turn Dialogue GenerationMT-benchllm chat instructionnlp39Jul 1, 2026
Long-form researchDRBllm chat instruction39May 18, 2026
Machine UnlearningCIFAR10 Subclass airplane (test)adversarial safety security39May 12, 2026
Mathematical Problem SolvingAIME 25nlpagents tool use39May 12, 2026
Mathematical Problem SolvingMATHnlpagents tool use39May 12, 2026
Node ClassificationElo-Photo (test)graph39May 12, 2026
Short-answer Question AnsweringHotPotQAnlpretrieval search rag39Jun 12, 2026
Image ClassificationDTDcomputer vision39Jun 24, 2026
ClassificationCNAE high-dimensional and sparse (test)computer visionnlp+339May 12, 2026
Tabular AnalysisWTQtabular time series39Jun 11, 2026
Long-term forecastingTraffictabular time series39May 27, 2026
Sample-level Membership InferenceLIBERO Spatialadversarial safety security39Jun 16, 2026
Training data detectionS 1.1adversarial safety security39May 11, 2026
Training data detectionLIMOadversarial safety security39May 11, 2026
Training data detectionS1adversarial safety security39May 11, 2026
Distillation data detectionS 1.1llm chat instruction39May 11, 2026
Distillation data detectionLIMOllm chat instruction39May 11, 2026
Mathematical ReasoningBeyondAIMEllm chat instructionnlp39Jun 9, 2026