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WebQA dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

WebQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Retrieval

WebQA 1

95.19Recall@5

6

WebQA (test)

74.9Recall@5

5

Open-domain Question Answering

WebQA (test)

53.1Accuracy

5

Text-to-Text Retrieval (qt -> Ct)

WebQA

84.7Recall@5

4

Visual Question Answering

WebQA (val)

53FL

4

Clean sample identification

WebQA

89.36Accuracy

3

Image-Text Retrieval

WebQA

56.83Recall@5

2

Hybrid Retrieval

WebQA

57.16Recall@5

2

Multimodal Question Answering

WebQA

71.17ROUGE-L

2

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Popular tasks

Multimodal Question Answering Visual Question Answering Open-domain Question Answering Multimodal Retrieval Poisoned sample detection

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