Video Frame Reconstruction on DAVIS 2017 (val)
7.32Pixel L1 DistmgPFF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| mgPFFFrame Gap=5-Frame2019.04 | 7.32 | — | — | — | — | |
| mgPFFFrame Gap=10-Frame2019.04 | 8.83 | — | — | — | — | |
| CycleTimeFrame Gap=5-Frame2019.04 | 60.4 | — | — | — | — | |
| Optical Flow (FlowNet2)Frame Gap=5-Frame2019.04 | 62.4 | — | — | — | — | |
| CycleTimeFrame Gap=10-Frame2019.04 | 76.4 | — | — | — | — | |
| IdentityFrame Gap=5-Frame2019.04 | 82 | — | — | — | — | |
| Optical Flow (FlowNet2)Frame Gap=10-Frame2019.04 | 90.3 | — | — | — | — | |
| IdentityFrame Gap=10-Frame2019.04 | 97.7 | — | — | — | — | |
| FlowNet2Task=Optical Flow2019.03 | — | 62.4 | 90.3 | — | — | |
| Identity2019.03 | — | 82 | 97.7 | — | — | |
| ImageNet (ResNet-50)Backbone=ResNet-50, Pre-training=Supervised (ImageNet)2019.03 | — | 64 | 79.2 | — | — | |
| Separate baseline2026.05 | — | — | — | 8.11 | 20.91 | |
| Shared schemascale=unit scale2026.05 | — | — | — | 5.58 | 22.53 | |
| Shared schemaaudio scale=42026.05 | — | — | — | 4.04 | 23.93 | |
| TimeCycleBackbone=ResNet-50, Pre-training=Unsupervised (Cycle-consistency)2019.03 | — | 60.4 | 76.4 | — | — |