Image Segmentation on LN-INT (test)
84.69DiceSwitch
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SwitchParams=1.8 M, #Label=35%2026.03 | 84.69 | 77.86 | 21.42 | 7.15 | |
| SwitchParams=1.8 M, #Label=50%2026.03 | 84.29 | 77.3 | 20.89 | 6.88 | |
| U-NetParams=1.8 M, #Label=100%2026.03 | 83.49 | 76.61 | 22.39 | 7.06 | |
| ABDParams=3.6 M, #Label=50%2026.03 | 83.37 | 76.12 | 22.88 | 7.29 | |
| SwitchParams=1.8 M, #Label=20%2026.03 | 82.98 | 75.86 | 20.41 | 6.75 | |
| ABDParams=3.6 M, #Label=35%2026.03 | 82.26 | 75.19 | 22.64 | 7.5 | |
| beta-FFTParams=3.6 M, #Label=50%2026.03 | 81.83 | 74.18 | 27.39 | 8.83 | |
| SwitchParams=1.8 M, #Label=10%2026.03 | 81.37 | 73.85 | 25.33 | 7.99 | |
| ABDParams=3.6 M, #Label=20%2026.03 | 81.28 | 73.84 | 25.28 | 7.5 | |
| ABDParams=3.6 M, #Label=10%2026.03 | 81.26 | 72.86 | 32.28 | 10.71 | |
| beta-FFTParams=3.6 M, #Label=35%2026.03 | 80.42 | 72.69 | 27.52 | 8.93 | |
| BCPParams=1.8 M, #Label=50%2026.03 | 80.35 | 72.76 | 23.4 | 7.09 | |
| beta-FFTParams=3.6 M, #Label=20%2026.03 | 80.08 | 71.35 | 31.69 | 9.63 | |
| SwitchParams=1.8 M, #Label=5%2026.03 | 80.04 | 71.98 | 26.51 | 8.35 | |
| SS-NetParams=1.8 M, #Label=50%2026.03 | 80.03 | 72.69 | 24.43 | 7.2 | |
| U-NetParams=1.8 M, #Label=50%2026.03 | 79.58 | 71.89 | 23.57 | 7.74 | |
| MC-NetParams=3.8 M, #Label=50%2026.03 | 79.12 | 71.21 | 25.43 | 8.04 | |
| MTParams=1.8 M, #Label=50%2026.03 | 78.84 | 71.1 | 28.26 | 9.16 | |
| UA-MTParams=1.8 M, #Label=50%2026.03 | 78.69 | 71.12 | 26.31 | 8.48 | |
| beta-FFTParams=3.6 M, #Label=10%2026.03 | 78.27 | 69.96 | 29.01 | 8.37 | |
| BCPParams=1.8 M, #Label=20%2026.03 | 78.21 | 69.49 | 34.08 | 10.89 | |
| BCPParams=1.8 M, #Label=35%2026.03 | 77.79 | 69.53 | 33.9 | 11.15 | |
| SS-NetParams=1.8 M, #Label=35%2026.03 | 77.69 | 70.19 | 30.21 | 9.54 | |
| CCTParams=3.7 M, #Label=50%2026.03 | 77.32 | 69.29 | 27.05 | 8.67 | |
| BCPParams=1.8 M, #Label=5%2026.03 | 77.09 | 68.29 | 34.56 | 11.94 | |
| CCTParams=3.7 M, #Label=35%2026.03 | 76.69 | 67.7 | 37.91 | 12.85 | |
| ABDParams=3.6 M, #Label=5%2026.03 | 76.62 | 68.55 | 31.98 | 9.63 | |
| BCPParams=1.8 M, #Label=10%2026.03 | 76.58 | 67.83 | 35.47 | 11.79 | |
| U-NetParams=1.8 M, #Label=35%2026.03 | 76.57 | 68.05 | 35.55 | 12.3 | |
| MC-NetParams=3.8 M, #Label=35%2026.03 | 75.28 | 68.08 | 28.9 | 9.01 | |
| MTParams=1.8 M, #Label=35%2026.03 | 74.99 | 66.3 | 32.22 | 10.84 | |
| MC-NetParams=3.8 M, #Label=20%2026.03 | 73.44 | 64.67 | 37.21 | 12.97 | |
| beta-FFTParams=3.6 M, #Label=5%2026.03 | 73.23 | 63.94 | 38.46 | 11.75 | |
| U-NetParams=1.8 M, #Label=20%2026.03 | 73.14 | 64.21 | 42.79 | 14.74 | |
| UA-MTParams=1.8 M, #Label=35%2026.03 | 73 | 64.54 | 36.45 | 11.71 | |
| SS-NetParams=1.8 M, #Label=20%2026.03 | 72.75 | 64.35 | 42.98 | 14.19 | |
| MC-NetParams=3.8 M, #Label=10%2026.03 | 72.18 | 61.98 | 44.94 | 15.3 | |
| UA-MTParams=1.8 M, #Label=20%2026.03 | 71.35 | 62.24 | 43.89 | 15.12 | |
| CCTParams=3.7 M, #Label=20%2026.03 | 71.11 | 62.45 | 36.11 | 12.19 | |
| U-NetParams=1.8 M, #Label=10%2026.03 | 70.17 | 60.12 | 50.17 | 16.79 | |
| MTParams=1.8 M, #Label=20%2026.03 | 68.24 | 59.88 | 38.51 | 13.36 | |
| SS-NetParams=1.8 M, #Label=10%2026.03 | 67.02 | 57.46 | 45.7 | 14.69 | |
| MTParams=1.8 M, #Label=10%2026.03 | 66.7 | 57.11 | 42.76 | 15.13 | |
| CCTParams=3.7 M, #Label=10%2026.03 | 66.7 | 57.19 | 42.85 | 14.13 | |
| UA-MTParams=1.8 M, #Label=10%2026.03 | 61.08 | 52.2 | 42.38 | 13.83 | |
| MC-NetParams=3.8 M, #Label=5%2026.03 | 61.01 | 51.11 | 51.7 | 17.96 | |
| U-NetParams=1.8 M, #Label=5%2026.03 | 59.32 | 49.55 | 52.98 | 17.82 | |
| CCTParams=3.7 M, #Label=5%2026.03 | 58.42 | 48.67 | 50.37 | 16.35 | |
| MTParams=1.8 M, #Label=5%2026.03 | 57.45 | 47.13 | 56.84 | 19.98 | |
| UA-MTParams=1.8 M, #Label=5%2026.03 | 55.42 | 45.35 | 58.75 | 20.6 | |
| SS-NetParams=1.8 M, #Label=5%2026.03 | 53.84 | 45.45 | 48.45 | 14.65 |