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Papers Benchmarks Datasets Tasks

TIFA dataset and benchmarks · SOTA2 Research

Research Datasets

TIFA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-image generation

TIFA

84.63TIFA

28

Semantic Consistency Evaluation

TIFA

93.8Avg Answering Accuracy

20

Text-to-Image Generation

TIFA

78.9Object Score

10

Compositional text-to-image generation

TIFA

85.11Accuracy

8

Text-to-image alignment

TIFA (test)

87.5TIFA

6

Text-to-Image Metric Meta-Evaluation

TIFA DSG

0.538Kendall Correlation

5

Text-to-Image Metric Meta-Evaluation

TIFA (Original)

0.55Kendall Correlation

5

Semantic Faithfulness Evaluation

TIFA

82.1Object Score

3

Text-to-Image Generation

TIFA 1.0

83TIFA Score

3

TIFA160 (cross-validation)

0.785SRCC

3

Popular tasks

Text-to-Image Generation Text-to-Image Metric Meta-Evaluation Text Alignment Semantic consistency evaluation Text-to-Image Alignment

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