Video Inpainting on DNARendering (test)
42.582PSNRRGVI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RGVIVariant=offline2026.03 | 42.582 | 0.9983 | 0.0068 | — | 3.09 | |
| Transformer-Based Inpainting2026.03 | 42.184 | 0.9991 | 0.0022 | — | 41.55 | |
| DSTTTraining Protocol=finetuned, Variant=win2026.03 | 37.642 | 0.9977 | 0.0089 | — | 3.4 | |
| DSTTTraining Protocol=pretrained, Variant=mul2026.03 | 36.49 | 0.9979 | 0.0047 | — | 1.71 | |
| E2FGVITraining Protocol=pretrained, Variant=mul2026.03 | 36.43 | 0.9979 | 0.0046 | — | 0.9 | |
| DSTTTraining Protocol=finetuned, Variant=mul2026.03 | 36.391 | 0.9979 | 0.0047 | — | 1.7 | |
| FuseformerTraining Protocol=pretrained, Variant=mul2026.03 | 36.371 | 0.9979 | 0.0046 | — | 0.76 | |
| DSTTTraining Protocol=pretrained, Variant=win2026.03 | 36.252 | 0.9979 | 0.0048 | — | 5.96 | |
| FuseformerTraining Protocol=finetuned, Variant=mul2026.03 | 36.236 | 0.9979 | 0.0047 | — | 0.75 | |
| E2FGVITraining Protocol=pretrained, Variant=win2026.03 | 36.21 | 0.9979 | 0.0047 | — | 3.07 | |
| FuseformerTraining Protocol=pretrained, Variant=win2026.03 | 36.107 | 0.9979 | 0.0047 | — | 3.61 | |
| FuseformerTraining Protocol=finetuned, Variant=win2026.03 | 36.09 | 0.9979 | 0.0048 | — | 3.37 | |
| E2FGVITraining Protocol=finetuned, Variant=win2026.03 | 35.769 | 0.9977 | 0.0053 | — | 3.07 | |
| E2FGVITraining Protocol=finetuned, Variant=mul2026.03 | 35.742 | 0.9977 | 0.0054 | — | 0.92 | |
| E2FGVITraining Protocol=pretrained, Variant=def2026.03 | 35.444 | 0.9975 | 0.0067 | — | 6.14 | |
| FuseformerTraining Protocol=pretrained, Variant=def2026.03 | 35.421 | 0.9975 | 0.0065 | — | 8.64 | |
| FuseformerTraining Protocol=finetuned, Variant=def2026.03 | 35.317 | 0.9975 | 0.0067 | — | 7.5 | |
| E2FGVITraining Protocol=finetuned, Variant=def2026.03 | 35.299 | 0.9974 | 0.0069 | — | 7.1 | |
| DSTTTraining Protocol=pretrained, Variant=def2026.03 | 35.091 | 0.9973 | 0.0076 | — | 12.82 | |
| DSTTTraining Protocol=finetuned, Variant=def2026.03 | 34.972 | 0.9973 | 0.0075 | — | 13.68 | |
| RGVIVariant=offline2026.03 | 33.478 | 98.81 | 0.014 | 1.6203 | 3.09 | |
| Transformer-Based Inpainting2026.03 | 32.616 | 98.51 | 0.0262 | 1.6671 | 41.55 | |
| FuseformerTraining Protocol=pretrained, Variant=mul2026.03 | 32.156 | 98.38 | 0.0303 | 2.2095 | 0.76 | |
| E2FGVITraining Protocol=pretrained, Variant=mul2026.03 | 32.155 | 98.38 | 0.0306 | 2.1975 | 0.9 | |
| E2FGVITraining Protocol=pretrained, Variant=win2026.03 | 32.055 | 98.37 | 0.0311 | 2.2489 | 3.07 | |
| FuseformerTraining Protocol=pretrained, Variant=win2026.03 | 32.05 | 98.36 | 0.031 | 2.2516 | 3.61 | |
| DSTTTraining Protocol=pretrained, Variant=mul2026.03 | 32.045 | 98.35 | 0.0316 | 2.3864 | 1.71 | |
| DSTTTraining Protocol=pretrained, Variant=win2026.03 | 31.986 | 98.35 | 0.0317 | 2.421 | 5.96 | |
| FuseformerTraining Protocol=finetuned, Variant=mul2026.03 | 31.978 | 98.35 | 0.032 | 2.4637 | 0.75 | |
| DSTTTraining Protocol=finetuned, Variant=mul2026.03 | 31.937 | 98.33 | 0.0326 | 2.566 | 1.7 | |
| FuseformerTraining Protocol=finetuned, Variant=win2026.03 | 31.93 | 98.34 | 0.0323 | 2.5002 | 3.37 | |
| DSTTTraining Protocol=finetuned, Variant=win2026.03 | 31.913 | 98.33 | 0.0317 | 2.8144 | 3.4 | |
| E2FGVITraining Protocol=finetuned, Variant=def2026.03 | 31.908 | 98.32 | 0.0314 | 3.1274 | 7.1 | |
| E2FGVITraining Protocol=finetuned, Variant=win2026.03 | 31.895 | 98.33 | 0.0324 | 2.5528 | 3.07 | |
| FuseformerTraining Protocol=pretrained, Variant=def2026.03 | 31.884 | 98.32 | 0.0316 | 3.183 | 8.64 | |
| E2FGVITraining Protocol=finetuned, Variant=mul2026.03 | 31.879 | 98.32 | 0.0325 | 2.5562 | 0.92 | |
| E2FGVITraining Protocol=pretrained, Variant=def2026.03 | 31.834 | 98.31 | 0.032 | 3.135 | 6.14 | |
| FuseformerTraining Protocol=finetuned, Variant=def2026.03 | 31.726 | 98.29 | 0.0325 | 3.3018 | 7.5 | |
| DSTTTraining Protocol=pretrained, Variant=def2026.03 | 31.532 | 98.27 | 0.0332 | 3.2139 | 12.82 | |
| DSTTTraining Protocol=finetuned, Variant=def2026.03 | 31.341 | 98.25 | 0.0341 | 3.4281 | 13.68 |