Real world videos
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Motion Magnification | Real-world Videos (test) | Motion Error0.04 | 40 | |
| Video Object Removal | real-world videos | Temporal Consistency Score4.49 | 25 | |
| Video Object and Interaction Deletion | Real-world videos (75 scenarios) | Win %64.8 | 7 | |
| Video Super-Resolution | Real-world videos (Animation, Movie, MV, Vlog) 1.0 (in Fig. 1) | PSNR37.31 | 6 | |
| Video Matting | 10 real world videos handheld 1.0 (test) | Much Better Count65.7 | 4 | |
| Image Matting | 10 real world videos fixed camera (test) | Preference - Much Better72 | 4 | |
| Video Matting | 10 real world videos (handheld) | Preference Count: Much Better65.7 | 4 | |
| Matting | 10 real world videos handheld | Count (Much Better)65.7 | 4 | |
| Matting | 10 real world videos fixed camera | Subjective Score: Much Better72 | 4 | |
| Video Super-Resolution | Real-world videos Extreme | Overall Preference91.2 | 3 | |
| Video Super-Resolution | Real-world videos Simple | Overall Preference73.6 | 3 | |
| Camera- and Time-Controlled Video Generation | Real-World Videos | RotErr1.47 | 3 |
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