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Papers Benchmarks Datasets Tasks

Wild dataset and benchmarks · SOTA2 Research

Research Datasets

Wild

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single Image Reflection Removal

Wild 55 images (test)

29.54PSNR

65

Generative Steganography

WILD

2.154Entropy (bit/token)

21

Image Reflection Removal

Wild

26.11PSNR

20

Speech Quality Assessment

Wild

0.85MOS

18

Audio Anti-spoofing

Wild

0.012EER

12

Transmission Layer Separation

Wild 55 images (test)

27.7PSNR

12

Source Attribution

WILD Closed-set (Raw)

98.1Adobe Firefly

10

Speech-driven talking face generation

Wild Dataset

8.89LSE-D

8

Single Image Reflection Removal

Wild (test)

26.24PSNR

8

Open-set rejection

WILD Open-set

100AUC (%)

7

Unknown Generator Discovery

WILD

0.9Novel NMI

5

Code Injection detection and exploitation

Wild npm registry (crawled)

20Detected Count

4

Command Injection detection and exploitation

Wild npm registry (crawled)

28Detected Count

4

Prototype Pollution detection and exploitation

Wild npm registry (crawled)

20Detected Count

3

Path Traversal detection and exploitation

Wild npm registry (crawled)

44Detected Count

3

Multi-condition Human Motion Synthesis

Wild

69Beat Alignment

1

Popular tasks

Single Image Reflection Removal Image Reflection Removal Multi-condition Human Motion Synthesis Speech Quality Assessment Transmission Layer Separation

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