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MMToM-QA dataset and benchmarks · SOTA2 Research

Research Datasets

MMToM-QA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Theory of Mind reasoning

MMToM-QA

98.5Overall Accuracy

44

Mental State Inference

MMToM-QA human 1.0 (test)

100Sub-score 1.1

20

Theory of Mind reasoning

MMToM-QA Text-only

1Belief Inference 1.1

17

Theory of Mind reasoning

MMToM-QA Multimodal

95.8Belief Inference 1.1

14

Theory of Mind reasoning

MMToM-QA Video-only

69.1Belief Inference 1.1

13

Popular tasks

Theory of Mind reasoning Mental State Inference

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