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MHaluBench dataset and benchmarks · SOTA2 Research

Research Datasets

MHaluBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

element-level text-to-image alignment evaluation

MHaluBench

72.7SRCC

17

Hallucination Detection

MHaluBench Image-to-Text Segment-level

90.44Hallucinatory Precision

7

Hallucination Detection

MHaluBench Image-to-Text (Claim-level)

86.54Hallucinatory Precision

7

Visual Reasoning

MHaluBench

70.6SRCC

5

Popular tasks

Hallucination Detection Visual Reasoning element-level text-to-image alignment evaluation

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