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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 754 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Grounded CaptioningBreastStage (BUS)computer visionnlp32Jun 4, 2026
Multi-view ClusteringYTF-31graph32Jun 4, 2026
RegressionTALENTtabular time series32Jun 4, 2026
RegressionCTR23tabular time series32Jun 4, 2026
RegressionBCCOtabular time series32Jun 4, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp32Jun 4, 2026
Reasoning7 Common Reasoning Tasks (ARC-E, ARC-C, BoolQ, WinoGrande, HellaSwag, MMLU, PIQA)llm chat instructionnlp32Jul 7, 2026
Object ClassificationN-CARScomputer vision32Jun 9, 2026
Science Experimentation ReasoningScienceWorld (unseen)llm chat instructionagents tool use+132Jul 8, 2026
Science Experimentation ReasoningScienceWorld (seen)llm chat instructionagents tool use+132Jul 8, 2026
Node ClassificationPokec_z 10-shotgraph32Jun 4, 2026
Node ClassificationPokec_n 10-shotgraph32Jun 4, 2026
Node ClassificationGerman 10-shotgraph32Jun 4, 2026
Node ClassificationCredit 10-shotgraph32Jun 4, 2026
Node ClassificationCreditgraph32Jun 4, 2026
Reward ModelingREWARDHACKBENCHllm chat instruction32Jun 4, 2026
Short-form generationTriviaQAllm chat instruction32Jun 4, 2026
Short-form generationSVAMPllm chat instruction32Jun 4, 2026
Short-form generationSQuADllm chat instruction32Jun 4, 2026
Short-form generationNQ-Openllm chat instruction32Jun 4, 2026
Short-form generationBioASQllm chat instruction32Jun 4, 2026
Common-sense reasoningCSR (ARC-Easy, ARC-Challenge, BoolQ, PIQA, SIQA, HellaSwag, OpenBookQA, WinoGrande) zero-shot lm-evaluation-harness v0.4.2nlp32Jun 2, 2026
Remaining Useful Life PredictionC-MAPSS FD001 (test)tabular time series32Jun 18, 2026
Automated PlanningPlanning Problems 600MiB RAM limitmiscellaneous32Jun 2, 2026
HRTF upsamplingSONICOM (test)bio medical32Jun 2, 2026