Semantic Segmentation on ADE20K
| Backbone | Input | #params | FLOPs | Segmentor | mIoU(SS) | mIoU(MS) | configs/logs/logs(ms)/ckpts |
|---|---|---|---|---|---|---|---|
VMamba-T[s2l5] |
512x512 | 62M | 948G | UperNet@160k | 48.3 | 48.6 | config/log/log(ms)/ckpt |
VMamba-S[s2l15] |
512x512 | 82M | 1028G | UperNet@160k | 50.6 | 51.2 | config/log/log(ms)/ckpt |
VMamba-B[s2l15] |
512x512 | 122M | 1170G | UperNet@160k | 51.0 | 51.6 | config/log/log(ms)/ckpt |
VMamba-T[s1l8] |
512x512 | 62M | 949G | UperNet@160k | 47.9 | 48.8 | config/log/log(ms)/ckpt |