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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 624 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hallucination DetectionHaluEval, HotpotQA, TriviaQA, SQuADllm chat instructionnlp36Jun 30, 2026
Vulnerable code generationVulnerable code generation scenariocode developer aiadversarial safety security36Jun 30, 2026
Aerodynamic Coefficient PredictionAIAA UQ Challenge 2 (withheld val points)tabular time series36Jun 30, 2026
Long-context ReasoningLongReason Average across 16k-64kllm chat instruction36Jun 26, 2026
Long-context ReasoningLongReason 64k prefill lengthllm chat instruction36Jun 26, 2026
Long-context ReasoningLongReason 32k prefill lengthllm chat instruction36Jun 26, 2026
Long-context ReasoningLongReason 16k prefill length 1.0 (test)llm chat instruction36Jun 26, 2026
Slice Super-ResolutionColoncomputer vision36Jun 26, 2026
RAG Poisoning AttackTriviaQAretrieval search ragadversarial safety security36Jun 26, 2026
RAG Poisoning AttackNatural Questionsretrieval search ragadversarial safety security36Jun 26, 2026
RAG Poisoning AttackMS MARCOretrieval search ragadversarial safety security36Jun 26, 2026
Few-shot classificationLaser welding molten pool image dataset (test)computer visionnlp+136Jun 25, 2026
Spatiotemporal ForecastingE-PEMS-BAY (test)tabular time series36Jun 25, 2026
Spatiotemporal ForecastingWabash River (test)tabular time series36Jun 25, 2026
Feature MatchingHPatches3d vision geometrycomputer vision36Jun 24, 2026
Code GenerationMBPP 3-shotcode developer ai36Jun 23, 2026
Workflow OrchestrationVideoagents tool use36Jun 23, 2026
Workflow OrchestrationAudioagents tool use36Jun 23, 2026
Uncertainty Quantification (Scalar Regression)Setting 4 Generative Exampletabular time series36Jun 23, 2026
Uncertainty Quantification (Scalar Regression)Setting 3 Generative Exampletabular time series36Jun 23, 2026
Uncertainty Quantification (Scalar Regression)Setting Generative Example 2tabular time series36Jun 23, 2026
Uncertainty Quantification (Scalar Regression)Setting 1 Generative Exampletabular time series36Jun 23, 2026
RegressionSYN3tabular time series36Jun 23, 2026
RegressionSYN2tabular time series36Jun 23, 2026
RegressionSYN1tabular time series36Jun 23, 2026