10-shot image generation on NYU Depth v2
Metric: Speed(ms/f) (higher is better)
Metric: Speed(ms/f) (higher is better)
| # | Model↕ | Speed(ms/f)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PSPNet101 | 72 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 2 | PSPNet50 | 47 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 3 | Light-Weight-RefineNet-152 | 36 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 4 | TD2-PSP50 | 35 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 5 | Light-Weight-RefineNet-101 | 27 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 6 | Light-Weight-RefineNet-50 | 20 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 7 | TD4-PSP18 | 19 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 8 | PSPNet18 | 19 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 9 | AsymFormer | 15.3 | No | AsymFormer: Asymmetrical Cross-Modal Representat... | 2023-09-25 | Code |
| 10 | Multi-Task Light-Weight-RefineNet | 13 | No | Real-Time Joint Semantic Segmentation and Depth ... | 2018-09-13 | Code |