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Papers Benchmarks Datasets Tasks

Hallusion dataset and benchmarks · SOTA2 Research

Research Datasets

Hallusion

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Reasoning

Hallusion

63.51Score

13

Hallucination Evaluation

Hallusion

72.97Score

12

Visual Perception

Hallusion

72.45Accuracy

10

Hallucination Mitigation

Hallusion

64.56Accuracy

10

Multimodal Comprehension

Hallusion

50.9Score

8

Visual instruction tuning

Hallusion

56.7Score

6

Visual Hallucination Detection

Hallusion-VD

63.3Accuracy

4

Popular tasks

Hallucination Evaluation Multimodal Reasoning Visual Perception Multimodal Comprehension Visual Instruction Tuning

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