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Papers Benchmarks Datasets Tasks

IIW dataset and benchmarks · SOTA2 Research

Research Datasets

IIW

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Captioning

IIW-400

84.2Precision

40

Image-Text Retrieval

IIW (test)

77.9Recall@1

21

Text-to-Image Retrieval

IIW

99.7Score

14

Albedo Estimation

IIW v1.1 (test)

12.8WHDR 10%

11

Image-to-Text Retrieval

IiW

94I2T

9

Image-to-Text Retrieval

IIW (It Is What it is)

99.8R@1

9

Intrinsic Image Decomposition

IIW (test)

11.9WHDR

9

Albedo Prediction

IIW Dataset (test)

0.147WHDR

7

Zero-shot Image-Text Retrieval

IIW

81.8Zero-shot Accuracy (IIW)

7

Intrinsic Decomposition

IIW 5 (test)

12WHDR

6

Text-to-Image Retrieval

IIW (It Is What it is)

97.4R@1

4

Long-caption Retrieval

IiW

94.8Score

3

Popular tasks

Image-to-Text Retrieval Text-to-Image Retrieval Image Captioning Intrinsic Image Decomposition Image-Text Retrieval

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