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MIA-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

MIA-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Instruction Following

MIA-Bench

8.86Score

12

Membership Inference

MIA-Bench 5% Forget Set

69.6Average Performance

12

Multimodal Reasoning

MIA-Bench

4,329.3Length (tokens)

9

MIA-Bench

93.3Accuracy

7

Multi-modal human-preference alignment

MIA-Bench

89.6Score

6

Visual Question Answering

MIA-Bench

68.8Accuracy

4

Popular tasks

Visual Question Answering Multimodal Reasoning Alignment Membership Inference Multimodal Instruction Following

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