Panoptic Segmentation on ADE20K 150 categories (val)
42.3PQkMaxDeepLab
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| kMaxDeepLabBackbone=ResNet502024.02 | 42.3 | — | — | |
| Mask2FormerBackbone=ResNet50, FPS=19.5, FLOPs=103G, Params=44.0M, FLOPs Resolution=640x6402024.02 | 39.7 | 39 | 40.9 | |
| PEMBackbone=ResNet50, FPS=35.7, FLOPs=47G, Params=35.6M, FLOPs Resolution=640x6402024.02 | 38.5 | 37 | 41.1 | |
| YOSOBackbone=ResNet50, FPS=35.4, FLOPs=52G, Params=42.0M, FLOPs Resolution=640x6402024.02 | 38 | 37.3 | 39.4 | |
| MaskFormerBackbone=ResNet50, FPS=29.7, FLOPs=86G, Params=45.0M, FLOPs Resolution=640x6402024.02 | 34.7 | 32.2 | 39.7 | |
| BGRNetBackbone=ResNet502024.02 | 31.8 | 34.1 | 27.3 |