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VisualMRC dataset and benchmarks · SOTA2 Research

Research Datasets

VisualMRC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Document Retrieval

VisualMRC

60.78Recall@1

32

Visual Machine Reading Comprehension

VisualMRC (test)

364.2CIDEr

18

Visual Machine Reading Comprehension

VisualMRC v1.0 (test)

57.2BLEU-1

14

Document Visual Question Answering

VisualMRC (test)

55.76ROUGE-L

13

Document Visual Question Answering

VisualMRC

73.7ANLS

12

OCR error correction

VisualMRC

94Wins

7

Visual Machine Reading Comprehension

VisualMRC

307.5CIDEr

6

Text-oriented Visual Question Answering

VisualMRC

221.7CIDEr

6

Visual Question Answering

VisualMRC (test)

264.1CIDEr

6

Question Answering

VisualMRC

329.2CIDEr

4

Reading Comprehension

VisualMRC

347.3CIDEr

3

Document Visual Question Answering

VisualMRC (sampled test)

42.1BLEU-4

3

Popular tasks

Document Visual Question Answering Visual Machine Reading Comprehension Visual Question Answering Question Answering Reading Comprehension

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