UPerNet weights
Pre-release
Pre-release
Unified Perceptual Network
Unified Perceptual Parsing for Scene Understanding
Results
Cityscapes
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 512x1024 | 97 | 67.15 | 13M | 664MB | 29G | ||
| resnet101 | 512x1024 | 53 | 71.98 | 47M | 3.0GB | 94G |
SBD
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 500x500 | 70 | 64.68 | 13M | 347MB | 14G |