Semantic Segmentation on ZeroWaste-f (test)
0.8065mIoUUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNetEncoder=EfficientNet2026.02 | 0.8065 | — | |
| FPNEncoder=EfficientNet2026.02 | 0.7953 | — | |
| UNet++Encoder=EfficientNet2026.02 | 0.7798 | — | |
| PSPNetEncoder=EfficientNet2026.02 | 0.7715 | — | |
| PANEncoder=EfficientNet2026.02 | 0.7473 | — | |
| MANetEncoder=EfficientNet2026.02 | 0.7324 | — | |
| LinkNetEncoder=EfficientNet2026.02 | 0.6608 | — | |
| COSNetEncoder Params (M)=27.3, GFLOPs=24.4, Latency (msec)=73.6, Input Resolution=512 x 5122026.06 | 0.5667 | 91.91 | |
| EWSegNetEncoder Params (M)=23.3, GFLOPs=20.5, Latency (msec)=64.8, Input Resolution=512 x 5122026.06 | 0.5644 | 91.75 | |
| FANetEncoder Params (M)=36.0, GFLOPs=30.3, Latency (msec)=74.5, Input Resolution=512 x 5122026.06 | 0.5489 | 91.41 | |
| FocalNet-BEncoder Params (M)=88.7, GFLOPs=80.6, Input Resolution=512 x 5122026.06 | 0.5426 | 91.28 | |
| ReCoInput Resolution=512 x 5122026.06 | 0.5228 | 89.33 | |
| DeepLabv3+Input Resolution=512 x 5122026.06 | 0.5213 | 91.38 |