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MileBench dataset and benchmarks · SOTA2 Research

Research Datasets

MileBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-modal Long-context Benchmarking

MileBench

57.23Task T Score

39

Multi-image understanding

MileBench (test)

57.3Temporal Multi-Image Score (Task T)

21

Multi-image Multi-modal Question Answering

MileBench

44.76CL-CH Score

18

Long-context multimodal evaluation

MileBench (test)

25.34TN Score

18

Multi-image reasoning

MileBench

44.7T-1 Score

9

Multimodal Long-Context Understanding

MileBench

51.5Object Existence

8

Popular tasks

Long-context multimodal evaluation Multi-image Understanding Multi-image Reasoning Multi-modal Long-context Benchmarking MultiModal Long-Context Understanding

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