Semantic Segmentation on MFNet 5 (test)
91.5Car IoUCLARITY
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CLARITY2026.02 | 91.5 | 97.4 | 86 | 74.8 | 84.8 | 67.2 | 76.2 | 46.6 | 66.3 | 44.3 | 49.3 | 18.7 | 66.2 | 55.7 | 78.2 | 60.1 | 77.5 | 62.3 | |
| CMAAHF2026.02 | 91.2 | 96.3 | 83.7 | 74.1 | 82.6 | 66.6 | 73.8 | 46.1 | 64.1 | 43.8 | 47.1 | 18.2 | 67.1 | 56.1 | 78.9 | 60.7 | 76.3 | 61.9 | |
| CMXBackbone=MiT-B42026.02 | 90.1 | — | — | 75.2 | — | 64.5 | — | 50.2 | — | 35.3 | — | 8.5 | — | 54.2 | — | 60.6 | — | 59.7 | |
| CMXBackbone=MiT-B22026.02 | 89.4 | 93.8 | 84.6 | 74.8 | 75.6 | 64.7 | 64.4 | 47.3 | 42.5 | 30.1 | 54.8 | 8.1 | 54.1 | 52.4 | 72.2 | 59.4 | 71.29 | 58.2 | |
| MMSMCNet2026.02 | 89.2 | 96.2 | 93.2 | 69.1 | 83.4 | 63.5 | 74.4 | 46.4 | 56.6 | 41.9 | 26.9 | 8.8 | 70.2 | 48.8 | 77.5 | 57.6 | 75.2 | 58.1 | |
| Parameter Sharing2026.02 | 88.3 | 94.3 | 82.8 | 72.5 | 82.9 | 65.2 | 74.9 | 46.6 | 62.7 | 47 | 42.7 | 11.6 | 55 | 46 | 76 | 57.1 | 74.4 | 59.1 | |
| IGFNet2026.02 | 88 | 93.2 | 83.4 | 74 | 71.8 | 62.7 | 67.6 | 48.2 | 45.4 | 36 | 68.5 | 14.2 | 58.8 | 52.4 | 68.3 | 57.5 | 72.9 | 59 | |
| FuseSeg2026.02 | 87.9 | 93.1 | 81.4 | 71.7 | 78.5 | 64.6 | 68.4 | 44.8 | 29.1 | 22.7 | 63.7 | 6.4 | 55.8 | 46.9 | 66.4 | 47.9 | 70.6 | 54.5 | |
| MFNet2026.02 | 87.9 | 95.1 | 85.2 | 66.8 | 83.9 | 64.4 | 64.3 | 47.1 | 50.8 | 36.1 | 45.9 | 8.4 | 62.8 | 55.5 | 73.8 | 62.2 | 74.7 | 57.3 | |
| EGFNet2026.02 | 87.6 | 95.8 | 89 | 69.8 | 80.6 | 58.8 | 71.5 | 42.8 | 48.7 | 33.8 | 33.6 | 7 | 65.3 | 48.3 | 71.1 | 47.1 | 72.7 | 54.8 | |
| RTFNet2026.02 | 87.4 | 93 | 79.3 | 70.3 | 76.8 | 62.7 | 60.7 | 45.3 | 38.5 | 29.8 | 0 | 0 | 45.5 | 29.1 | 74.7 | 55.7 | 63.1 | 53.2 | |
| DooDLeNet2026.02 | 86.7 | 91.7 | 81.3 | 72.2 | 76.6 | 62.5 | 58.9 | 46.7 | 36.2 | 28 | 35.2 | 5.1 | 56.9 | 50.7 | 74.8 | 65.8 | 67.9 | 57.3 | |
| GMNet2026.02 | 86.5 | 94.1 | 83 | 73.1 | 76.9 | 61.7 | 59.7 | 44 | 55 | 42.3 | 71.2 | 14.5 | 54.7 | 48.7 | 73.1 | 47.4 | 74.1 | 57.3 |