Semantic Segmentation on UPLight
99.53Class IoU: UnlabeledCMX (MiT-B2)
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CMX (MiT-B2)Modal=RGB-AoLP2023.12 | 99.53 | 93.08 | 94.9 | 92.27 | 98.07 | 95.27 | 97.88 | 88.67 | 84.83 | 93.6 | 90.4 | 92.62 | 76.53 | 92.13 | |
| CMX (MiT-B2)Modal=RGB-DOLP2023.12 | 99.53 | 92.88 | 94.79 | 90.48 | 98.19 | 95.22 | 97.51 | 92 | 85.48 | 91.26 | 90.95 | 92.51 | 76.17 | 92.07 | |
| ShareCMP (MiT-B2)Modal=RGB-{I0, I45, I90, I135}2023.12 | 99.53 | 93.13 | 94.59 | 95.01 | 98.6 | 95.44 | 98.75 | 91.57 | 85.28 | 93.18 | 90.58 | 91.21 | 74.99 | 92.45 | |
| SegFormer-B2Modal=RGB2023.12 | 99.49 | 92.77 | 94.47 | 89.12 | 97.96 | 95 | 97.44 | 89.66 | 82.92 | 84.12 | 89.31 | 83.25 | 69.25 | 89.6 | |
| EAFNetModal=RGB-AoLP2023.12 | 94.61 | 88.21 | 89.67 | 90.09 | 93.68 | 90.52 | 93.83 | 86.65 | 80.36 | 88.26 | 85.66 | 86.29 | 70.07 | 87.53 | |
| EAFNetModal=RGB-DOLP2023.12 | 94.42 | 88.02 | 89.48 | 89.9 | 93.49 | 90.33 | 93.64 | 86.46 | 80.17 | 88.07 | 85.47 | 86.1 | 69.88 | 87.34 | |
| MCubeSNetModal=RGB-AoLP2023.12 | 89.72 | 83.32 | 84.78 | 85.2 | 88.79 | 85.63 | 88.94 | 81.76 | 75.47 | 83.37 | 80.77 | 81.4 | 65.18 | 82.64 | |
| MCubeSNetModal=RGB-DOLP2023.12 | 87.88 | 81.48 | 82.94 | 83.36 | 86.95 | 83.79 | 87.1 | 79.92 | 73.63 | 81.53 | 78.93 | 79.56 | 63.34 | 80.8 |