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Papers Benchmarks Datasets Tasks

ExDark dataset and benchmarks · SOTA2 Research

Research Datasets

ExDark

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Object Detection

ExDark

81.1mAP (Mean Average Precision)

58

Object Detection

ExDark (test)

78.3mAP (Mean Average Precision)

47

Object Detection

ExDark (Night)

71.1mAP

13

Visual Explanation

ExDark (test)

39.24Ins. Class Score

12

Vehicle Detection

ExDark (test)

56.34FID

8

Low-light Image Enhancement

ExDark

3.422NIQE

8

Nighttime Image Enhancement

ExDark 1,271 images

0.477CLIPIQA

7

Object Detection

ExDARK

43AP

5

Layout-to-Image Generation

ExDark (test)

91.36FID (Bootstrap)

4

Popular tasks

Object Detection Low-light Image Enhancement Layout-to-Image Generation Vehicle Detection Visual Explanation

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