Image Segmentation on LN-EXT (test)
79.74DiceSwitch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SwitchParams=1.8 M, #Label=35%2026.03 | 79.74 | 71.79 | 28.19 | 8.92 | |
| SwitchParams=1.8 M, #Label=20%2026.03 | 79.1 | 70.95 | 29.08 | 9.09 | |
| SwitchParams=1.8 M, #Label=50%2026.03 | 78.83 | 70.94 | 29.42 | 8.97 | |
| ABDParams=3.6 M, #Label=50%2026.03 | 77.78 | 69.53 | 33.59 | 11.49 | |
| SwitchParams=1.8 M, #Label=10%2026.03 | 77.11 | 68.63 | 31.44 | 9.9 | |
| ABDParams=3.6 M, #Label=35%2026.03 | 77.04 | 68.71 | 33.21 | 11.61 | |
| ABDParams=3.6 M, #Label=20%2026.03 | 76.21 | 67.9 | 31.94 | 9.92 | |
| beta-FFTParams=3.6 M, #Label=35%2026.03 | 76.19 | 67.35 | 34.13 | 10.79 | |
| ABDParams=3.6 M, #Label=10%2026.03 | 75.34 | 66.26 | 36.96 | 10.99 | |
| SwitchParams=1.8 M, #Label=5%2026.03 | 75.11 | 66.72 | 32.26 | 9.79 | |
| beta-FFTParams=3.6 M, #Label=50%2026.03 | 74.62 | 66.33 | 35.54 | 10.39 | |
| beta-FFTParams=3.6 M, #Label=20%2026.03 | 73.79 | 64.99 | 35.99 | 11.34 | |
| beta-FFTParams=3.6 M, #Label=10%2026.03 | 73.3 | 64.39 | 34.12 | 10.08 | |
| BCPParams=1.8 M, #Label=50%2026.03 | 71.94 | 62.02 | 41.22 | 14.06 | |
| ABDParams=3.6 M, #Label=5%2026.03 | 71.54 | 62.75 | 37.3 | 11.17 | |
| BCPParams=1.8 M, #Label=20%2026.03 | 71.48 | 61.39 | 44.18 | 15.35 | |
| U-NetParams=1.8 M, #Label=100%2026.03 | 70 | 60.65 | 42.21 | 14.14 | |
| BCPParams=1.8 M, #Label=35%2026.03 | 69.34 | 59.12 | 45.42 | 16.36 | |
| BCPParams=1.8 M, #Label=10%2026.03 | 68.63 | 58.33 | 47.35 | 16.6 | |
| MTParams=1.8 M, #Label=20%2026.03 | 66.34 | 56.64 | 51.96 | 17.55 | |
| BCPParams=1.8 M, #Label=5%2026.03 | 65.92 | 55.78 | 47.36 | 16.87 | |
| U-NetParams=1.8 M, #Label=50%2026.03 | 65.18 | 56.21 | 43.35 | 14.72 | |
| UA-MTParams=1.8 M, #Label=50%2026.03 | 65.16 | 55.5 | 48.49 | 17.14 | |
| MC-NetParams=3.8 M, #Label=50%2026.03 | 65.01 | 55.64 | 45.9 | 15.33 | |
| CCTParams=3.7 M, #Label=50%2026.03 | 64.77 | 54.9 | 51.28 | 18.82 | |
| SS-NetParams=1.8 M, #Label=20%2026.03 | 64.4 | 53.61 | 66.09 | 22.59 | |
| MTParams=1.8 M, #Label=50%2026.03 | 63.86 | 54.38 | 47.08 | 16.92 | |
| MC-NetParams=3.8 M, #Label=20%2026.03 | 62.73 | 52.45 | 57.82 | 19.86 | |
| U-NetParams=1.8 M, #Label=35%2026.03 | 62.6 | 53.55 | 48.74 | 16.81 | |
| SS-NetParams=1.8 M, #Label=50%2026.03 | 62.55 | 53.5 | 49.77 | 16.65 | |
| beta-FFTParams=3.6 M, #Label=5%2026.03 | 62.33 | 52.6 | 46.85 | 12.4 | |
| MC-NetParams=3.8 M, #Label=35%2026.03 | 61.98 | 53.17 | 46.44 | 15.76 | |
| CCTParams=3.7 M, #Label=35%2026.03 | 61.56 | 52.05 | 50.4 | 17.86 | |
| SS-NetParams=1.8 M, #Label=35%2026.03 | 61.05 | 51.78 | 66.23 | 20.89 | |
| UA-MTParams=1.8 M, #Label=20%2026.03 | 60.89 | 50.34 | 63.72 | 22.39 | |
| CCTParams=3.7 M, #Label=20%2026.03 | 60.15 | 49.42 | 61.01 | 22.99 | |
| MTParams=1.8 M, #Label=35%2026.03 | 60.02 | 50.58 | 48.07 | 17.01 | |
| U-NetParams=1.8 M, #Label=20%2026.03 | 58.66 | 48.46 | 60.88 | 21.53 | |
| UA-MTParams=1.8 M, #Label=35%2026.03 | 57.39 | 47.9 | 52.62 | 19.66 | |
| MC-NetParams=3.8 M, #Label=10%2026.03 | 56.89 | 46.2 | 63.94 | 23.21 | |
| CCTParams=3.7 M, #Label=10%2026.03 | 55.55 | 44.46 | 65.29 | 24.42 | |
| U-NetParams=1.8 M, #Label=10%2026.03 | 55.13 | 45.04 | 60.05 | 20.58 | |
| MTParams=1.8 M, #Label=10%2026.03 | 54.56 | 43.98 | 56.89 | 19.83 | |
| SS-NetParams=1.8 M, #Label=10%2026.03 | 52.13 | 41.87 | 64.71 | 20.47 | |
| UA-MTParams=1.8 M, #Label=10%2026.03 | 50.64 | 40.98 | 61.36 | 21.83 | |
| MC-NetParams=3.8 M, #Label=5%2026.03 | 50.3 | 39.62 | 68.85 | 25.56 | |
| UA-MTParams=1.8 M, #Label=5%2026.03 | 50.22 | 40.34 | 68.24 | 24.91 | |
| U-NetParams=1.8 M, #Label=5%2026.03 | 48.92 | 39.26 | 62.76 | 21.64 | |
| MTParams=1.8 M, #Label=5%2026.03 | 48.01 | 37.84 | 76.5 | 29.24 | |
| CCTParams=3.7 M, #Label=5%2026.03 | 47.93 | 37.38 | 78.52 | 30.76 | |
| SS-NetParams=1.8 M, #Label=5%2026.03 | 42.43 | 33.78 | 56.05 | 16.19 |