Wild
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single Image Reflection Removal | Wild 55 images (test) | PSNR29.54 | 65 | |
| Generative Steganography | WILD | Entropy (bit/token)2.1539 | 21 | |
| Image Reflection Removal | Wild | PSNR26.11 | 20 | |
| Speech Quality Assessment | Wild | MOS0.85 | 18 | |
| Audio Anti-spoofing | Wild | EER0.0121 | 12 | |
| Transmission Layer Separation | Wild 55 images (test) | PSNR27.7 | 12 | |
| Source Attribution | WILD Closed-set (Raw) | Adobe Firefly98.1 | 10 | |
| Speech-driven talking face generation | Wild Dataset | LSE-D8.89 | 8 | |
| Single Image Reflection Removal | Wild (test) | PSNR26.24 | 8 | |
| Open-set rejection | WILD Open-set | AUC (%)100 | 7 | |
| Unknown Generator Discovery | WILD | Novel NMI0.9 | 5 | |
| Code Injection detection and exploitation | Wild npm registry (crawled) | Detected Count20 | 4 | |
| Command Injection detection and exploitation | Wild npm registry (crawled) | Detected Count28 | 4 | |
| Prototype Pollution detection and exploitation | Wild npm registry (crawled) | Detected Count20 | 3 | |
| Path Traversal detection and exploitation | Wild npm registry (crawled) | Detected Count44 | 3 | |
| Multi-condition Human Motion Synthesis | Wild | Beat Alignment69 | 1 |
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