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DUDE dataset and benchmarks · SOTA2 Research

Research Datasets

DUDE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Document Retrieval

DUDE

25.17Recall@1

32

Document Understanding

DUDE

61.8Accuracy

32

Document Visual Question Answering

DUDE

60ANLS

30

Document Question Answering

DUDE

80.7Accuracy (all)

23

Multi-page Document Question Answering

DUDE

56.1ANLS

23

Document Question Answering

DUDE (test)

65.931ANLS

22

Multi-page Document Understanding

DUDE

64.5ANLS

21

Question Answering

DUDE

21.43ANLS

13

Reasoning over rich modalities

DUDE

52.7Accuracy

12

Document Question Answering

DUDE

0.581ANLS

12

LongContext Understanding

DUDE

72.4Pass@1

7

OCR error correction

DUDE

92Win Rate

7

Visual Question Answering

DUDE (test)

0.546ANLS

4

Document Question Answering

DUDE

9.9TFLOPS (ENC)

2

Popular tasks

Document Question Answering Visual Question Answering Question Answering Document Visual Question Answering Document Retrieval

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