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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 834 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal Language Model UnlearningMLLMU-Bench 1.0 (Retain Set)multimodalllm chat instruction30Jun 2, 2026
Multimodal Language Model UnlearningMLLMU-Bench 1.0 (test)multimodalllm chat instruction30Jun 2, 2026
Multimodal Language Model UnlearningMLLMU-Bench forget set 1.0multimodalllm chat instruction30Jun 2, 2026
Open-Ended GenerationMLLMU-Bench (Retain Set)llm chat instruction30Jun 2, 2026
Cloze TaskMLLMU-Bench (Retain Set)nlp30Jun 2, 2026
Open-Ended GenerationMLLMU-Bench (test)llm chat instruction30Jun 2, 2026
Cloze TaskMLLMU-Bench (test)nlp30Jun 2, 2026
Image ClassificationAircraft (AirC) 5-shotcomputer vision30Jun 2, 2026
Text-to-Image GenerationDPG-Benchimage generation editing30Jun 12, 2026
Narrative WritingROCStories (test)llm chat instruction30Jun 1, 2026
Privacy EvaluationPEEPadversarial safety security30Jun 1, 2026
Privacy EvaluationPasswordEvaladversarial safety security30Jun 1, 2026
Instruction FollowingMath-IFllm chat instruction30Jun 1, 2026
Instruction FollowingIFEvalllm chat instruction30Jun 1, 2026
Time Series ForecastingKVPI 90-day horizontabular time series30Jun 1, 2026
Proactive task suggestionProactiveAgent (test)llm chat instruction30May 29, 2026
Future brain state forecastingPPMI DaTscan 12-month forecastbio medicaltabular time series30May 29, 2026
View SynthesisRe10K (test)3d vision geometry30Jul 7, 2026
Readback Anomaly DetectionAPCPtabular time series30May 29, 2026
Software EngineeringSWE Litecode developer ai30May 29, 2026
MathematicsMATH 500nlp30May 29, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp30May 29, 2026
Online Class-Incremental LearningTiny-ImageNet 100 tasks (test)tabular time series30May 29, 2026
Graph ClusteringPhotograph30Jul 8, 2026
Logical InferenceLogiQAnlp30May 28, 2026