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Papers Benchmarks Datasets Tasks

WISE dataset and benchmarks · SOTA2 Research

Research Datasets

WISE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

World Knowledge Image Generation

WISE

89Overall Score

110

Reasoning-based text-to-image generation

WISE

87Overall Score

95

Knowledge-grounded reasoning

WISE

89Overall Score

68

Text-to-Image Generation

WISE

0.7WISE Score

67

Text-to-image generation

WISE

0.96Culture Score

65

Multimodal Understanding and Generation

WISE

80Overall Accuracy

65

Text-to-Image Generation

WISE

81Cultural Score

48

Text-to-Image Generation

WISE (test)

80Overall Score

45

Image Generation

WISE legacy (test)

86Cultural Score

42

Worst-case Time Complexity Analysis

WISE

120Number of Executions

30

Image Generation

WISE-Verified

92Culture Score

23

Image Generation

WISE

75Score

23

Reasoning Generation

WISE 1.0 (test)

80Overall Score

17

World Knowledge Reasoning

WISE random subset of 200 samples

94Cultural Accuracy

17

text-to-image generation

WISE

64Overall Score

14

Text-to-image generation

WISE 48 (test)

0.81Cultural Score

12

Knowledge-informed text-to-image generation

WISE 96

63Cultural Score

10

Text-to-Image Generation

WISE Verified

90Culture Score

9

Image Generation

WISE

56Overall Score

9

Text-to-Image Generation

WISE

67Physics Score

9

Reasoning-based generation

WISE

64Overall Score

5

World Knowledge-aware Image Generation

WISE

1.26Consistency

2

Popular tasks

Text-to-Image Generation Image Generation Multimodal Understanding and Generation World Knowledge Reasoning Reasoning-based text-to-image generation

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