Video Inpainting
The goal of Video Inpainting is to fill in missing regions of a given video sequence with contents that are both spatially and temporally coherent. Video Inpainting, also known as video completion, has many real-world applications such as undesired object removal and video restoration.
Papers
Showing 51–75 of 130 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DMT | PSNR | 33.82 | — | Unverified |
| 2 | E2FGVI | PSNR | 33.01 | — | Unverified |
| 3 | FuseFormer | PSNR | 32.54 | — | Unverified |
| 4 | FGVC | PSNR | 30.8 | — | Unverified |
| 5 | STTN | PSNR | 30.67 | — | Unverified |
| 6 | CAP | PSNR | 30.28 | — | Unverified |
| 7 | VINet | PSNR | 28.96 | — | Unverified |
| 8 | DFVI | PSNR | 28.81 | — | Unverified |
| 9 | LGTSM | PSNR | 28.57 | — | Unverified |
| 10 | FGT++ | LPIPS (object) | 0.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ProPainter | PSNR | 34.43 | — | Unverified |
| 2 | DMT | PSNR | 34.27 | — | Unverified |
| 3 | E2FGVI | PSNR | 33.71 | — | Unverified |
| 4 | FuseFormer | PSNR | 33.29 | — | Unverified |
| 5 | STTN | PSNR | 32.34 | — | Unverified |
| 6 | CAP | PSNR | 31.58 | — | Unverified |
| 7 | LGTSM | PSNR | 29.74 | — | Unverified |
| 8 | FGVC | PSNR | 29.67 | — | Unverified |
| 9 | VINet | PSNR | 29.2 | — | Unverified |
| 10 | DFVI | PSNR | 29.16 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | STTN | LPIPS | 0.05 | — | Unverified |
| 2 | FuseFormer | LPIPS | 0.05 | — | Unverified |
| 3 | FGVC | LPIPS | 0.04 | — | Unverified |
| 4 | E2FGVI | LPIPS | 0.04 | — | Unverified |
| 5 | RGVI w/o Ref. | LPIPS | 0.04 | — | Unverified |
| 6 | ProPainter | LPIPS | 0.04 | — | Unverified |
| 7 | RGVI | LPIPS | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ProPainter | LPIPS | 0.05 | — | Unverified |
| 2 | RGVI w/o Ref. | LPIPS | 0.04 | — | Unverified |
| 3 | FGVC | LPIPS | 0.04 | — | Unverified |
| 4 | RGVI | LPIPS | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RGVI w/o Ref. | LPIPS | 0.04 | — | Unverified |
| 2 | RGVI | LPIPS | 0.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | INR-V | L1 error | 4.51 | — | Unverified |