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ResearchFormerly WizWand

VQA-X

Benchmarks

TaskDatasetSOTA resultTrendResults

Textual Explanation Generation

VQA-X (test)

26.5BLEU-4

11

VQA Natural Language Explanation

VQA-X filtered (test)

64.7BLEU-1

8

Visual Question Answering

VQA-X e-ViL (test)

89.9Human Evaluation Score

7

Multimodal Explanation

VQA-X

94.11F1 Score

6

Visual Explanation Generation

VQA-X (test)

2.41EMD

6