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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 1637 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal ConversationMMRole (ID)llm chat instructionmultimodal20Feb 26, 2026
Analogy SolvingSAT Problemsnlp20Feb 27, 2026
Analogy SolvingGreen's Analogy Far-Analogynlp20Feb 27, 2026
Analogy SolvingGreen's Analogy (Near-Analogy)nlp20Feb 27, 2026
Step-level tool invocation safety detectionAgentDojo-Trajagents tool useadversarial safety security20Feb 26, 2026
Step-level tool invocation safety detectionASB-Trajagents tool useadversarial safety security20Feb 26, 2026
Step-level tool invocation safety detectionAgentHarm Trajagents tool useadversarial safety security20Feb 26, 2026
Story CompletionXStoryClozenlp20Feb 27, 2026
Simultaneous Machine TranslationACL60/60 En-De (eval)nlp20Feb 26, 2026
Machine TranslationMachine Translation Parallel Data (test)nlp20Feb 26, 2026
Knowledge Graph Question AnsweringGrailQA (Overall)graphnlp20Feb 26, 2026
Watermark DetectionTen-exam benchmark 1.0 (test)adversarial safety security20Feb 26, 2026
Watermarking PreventionTen-exam benchmark 1.0 (test)adversarial safety security20Feb 26, 2026
Cultural Pluralism Alignment (Cultural Values)WVS (World Values Survey)llm chat instructionnlp20Feb 26, 2026
Cultural Pluralism Alignment (Cultural Knowledge)BLENDllm chat instructionnlp20Feb 26, 2026
Visual Question AnsweringMMEmultimodalcomputer vision+120Jun 1, 2026
Question AnsweringTruthfulQA 1.0 (test)nlp20Feb 26, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp20Mar 25, 2026
Embodied Instruction FollowingEB-ALFRED 1.0 (test)robotics embodied ainlp20Feb 26, 2026
Causal DiscoveryAlarm (d=37, |E|=46) medium-scale (test)tabular time series20Feb 26, 2026
Multimodal Future PredictionFutureOmni 1.0 (Overall)multimodalcomputer vision20Feb 26, 2026
Question AnsweringBBQ (test)nlp20Feb 26, 2026
Multiple-choice reasoningGPQA full datasetnlpllm chat instruction20Mar 25, 2026
Long-horizon Question AnsweringLoCoMollm chat instructionnlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMo Overall All Categories 1.0llm chat instructionnlp20Feb 26, 2026