| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Video Stylization Benchmark (test) | Kling-O1 | Style Similarity80.9 | 7 | 1mo ago | |
| Human Preference | EchoStyle | Style Similarity82.6 | 7 | 1mo ago | |
| Public Bench | VISTA | CSD0.421 | 7 | 2mo ago | |
| VISTA Bench | VISTA | CSD0.467 | 7 | 2mo ago | |
| TVSBench | V-Stylist | CLIP-T26.69 | 6 | 4mo ago | |
| User Study Text Condition (test) | DreamStyle | Style Consistency4.14 | 4 | 4mo ago | |
| User Study First Frame Condition (test) | DreamStyle | Style Consistency4.37 | 3 | 4mo ago | |
| User Study Style Image Condition (test) | DreamStyle | Style Consistency4.36 | 2 | 4mo ago | |
| DAVIS 2016 (val) | VideoPoet | CLIPSIM0.3417 | 2 | 4mo ago |
