Video Object Removal on DAVIS (TokSim, BG-PSNR, FG-flicker, Text-align, Qual.)
32.8TokSimObject-WIPER
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Object-WIPERTraining Protocol=w/o Training2026.01 | 32.8 | 23.02 | 16.37 | 26.63 | 61.62 | |
| Attentive-EraserTraining Protocol=w/o Training2026.01 | 30.82 | 28.07 | 18.46 | 26.31 | 46.68 | |
| Gen-PropTraining Protocol=w/ Training2026.01 | 30.52 | 24.27 | 13.21 | 25.89 | 51.43 | |
| ROSETraining Protocol=w/ Training2026.01 | 29.36 | 26.97 | 18.89 | 26.13 | 61.59 | |
| KV-Edit-VideoTraining Protocol=w/o Training2026.01 | 28.68 | 25.78 | 18.32 | 25.21 | 59.91 | |
| PropainterTraining Protocol=w/ Training2026.01 | 28.24 | 34.01 | 13.73 | 26.18 | 64.53 | |
| KV-EditTraining Protocol=w/o Training2026.01 | 23.17 | 32.31 | 21.31 | 25.21 | 65.83 | |
| VACETraining Protocol=w/ Training2026.01 | 15.86 | 24.48 | 22.83 | 24.01 | 63.76 | |
| VAE (Video)Training Protocol=N/A2026.01 | 1.25 | 30.27 | 31.15 | 22.84 | 72.04 | |
| VAE (Image)Training Protocol=N/A2026.01 | 0.32 | 34.05 | 31.68 | 23.26 | 73.88 |