Semantic Segmentation on BCSS-WSSS (test)
71.96mIoULPD
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LPDNumber of Prototypes=10, Diversity Parameter=0.52025.12 | 71.96 | 83.56 | 82.25 | 68.28 | 68.82 | 68.49 | 90.26 | 81.15 | 81.53 | 81.3 | |
| LPDNumber of Prototypes=10, Diversity Parameter=0.252025.12 | 71.83 | 83.47 | 81.88 | 68.07 | 67.85 | 69.5 | 90.04 | 81 | 80.84 | 82.01 | |
| DualProtoSeg2025.12 | 71.35 | 83.14 | 81.34 | 68.84 | 65.39 | 69.83 | 89.71 | 81.54 | 79.08 | 82.23 | |
| LPDNumber of Prototypes=10, Diversity Parameter=0.752025.12 | 71.34 | 83.13 | 81.9 | 68.18 | 69.36 | 65.93 | 90.05 | 81.08 | 81.91 | 79.47 | |
| ConStruct2025.12 | 70.96 | 82.83 | 81.59 | 67.99 | 62.7 | 71.56 | 89.86 | 80.95 | 77.08 | 83.42 | |
| LPDNumber of Prototypes=3, Diversity Parameter=0.52025.12 | 70.83 | 82.77 | 81.97 | 68.3 | 65.85 | 67.22 | 90.09 | 81.16 | 79.41 | 80.4 | |
| LPDNumber of Prototypes=10, Diversity Parameter=02025.12 | 70.79 | 82.74 | 81.7 | 67.27 | 65.67 | 68.51 | 89.93 | 80.43 | 79.28 | 81.31 | |
| LPDNumber of Prototypes=3, Diversity Parameter=02025.12 | 70.54 | 82.58 | 81.4 | 66.92 | 66.74 | 67.12 | 89.74 | 80.18 | 80.05 | 80.32 | |
| LPDNumber of Prototypes=3, Diversity Parameter=0.252025.12 | 70.28 | 82.36 | 82.1 | 68.07 | 66.56 | 64.4 | 90.17 | 81 | 79.93 | 78.35 | |
| PBIP2025.12 | 69.42 | 81.84 | 77.92 | 64.68 | 65.4 | 69.69 | 87.59 | 78.56 | 79.08 | 82.14 | |
| PBIP2025.12 | 69.42 | 81.84 | 77.92 | 64.68 | 65.4 | 69.69 | 87.59 | 78.56 | 79.08 | 82.14 | |
| PBIP2025.12 | 69.42 | 81.84 | 77.92 | 64.68 | 65.4 | 69.69 | 87.59 | 78.56 | 79.08 | 82.14 | |
| LPDNumber of Prototypes=3, Diversity Parameter=0.752025.12 | 69.3 | 81.67 | 80.76 | 67.09 | 61.68 | 67.67 | 89.36 | 80.31 | 76.3 | 80.72 | |
| TPRO2025.12 | 65.54 | 78.93 | 77.29 | 66.83 | 56.81 | 61.23 | 87.19 | 80.12 | 72.46 | 75.95 | |
| TPRO2025.12 | 65.54 | 78.93 | 77.29 | 66.83 | 56.81 | 61.23 | 87.19 | 80.12 | 72.46 | 75.95 | |
| TPRO2025.12 | 65.54 | 78.93 | 77.29 | 66.83 | 56.81 | 61.23 | 87.19 | 80.12 | 72.46 | 75.95 | |
| MLPS2025.12 | 61.58 | 75.95 | 72.98 | 62.58 | 52.03 | 58.73 | 84.38 | 76.99 | 68.45 | 74 | |
| MLPS2025.12 | 61.58 | 75.95 | 72.98 | 62.58 | 52.03 | 58.73 | 84.38 | 76.99 | 68.45 | 74 | |
| MLPS2025.12 | 61.58 | 75.95 | 72.98 | 62.58 | 52.03 | 58.73 | 84.38 | 76.99 | 68.45 | 74 | |
| Proto2Seg2025.12 | 57.42 | 72.24 | 63.25 | 58.28 | 53.27 | 54.89 | 77.49 | 73.64 | 67.78 | 70.08 | |
| Proto2Seg2025.12 | 57.42 | 72.24 | 63.25 | 58.28 | 53.27 | 54.89 | 77.49 | 73.64 | 67.78 | 70.08 | |
| Proto2Seg2025.12 | 57.42 | 72.24 | 63.25 | 58.28 | 53.27 | 54.89 | 77.49 | 73.64 | 67.78 | 70.08 |