SFNet-Lite weights
Pre-release
Pre-release
Semantic Flow Network Lite
Results
Cityscapes
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 512x1024 | 97 | 64.92 | 12M | 632MB | 30G | ||
| resnet101 | 512x1024 | 51 | 71.38 | 44M | 3.0GB | 93G |
SBD
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 500x500 | 99 | 64.84 | 12M | 329MB | 14G |