Brain Tumor Segmentation on Cheng low-data regime (N ≤ 20)
66Dice Coefficienthypercolumn + LR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| hypercolumn + LRSubsampling rate=10%, N=202026.03 | 66 | 24.53 | 3.07 | |
| hypercolumn + LRSubsampling rate=1%, N=202026.03 | 61 | 8.93 | 0.663 | |
| UNetSubsampling rate=1%, N=202026.03 | 56 | — | — | |
| hypercolumn + LRSubsampling rate=10%, N=102026.03 | 56 | 43.59 | 1.4 | |
| hypercolumn + LRSubsampling rate=1%, N=102026.03 | 53 | 23.26 | 1.59 | |
| UNetSubsampling rate=10%, N=202026.03 | 53 | — | — | |
| hypercolumn + LRSubsampling rate=10%, N=22026.03 | 45 | 36.36 | 1.52 | |
| UNetSubsampling rate=1%, N=102026.03 | 43 | — | — | |
| UNetSubsampling rate=10%, N=102026.03 | 39 | — | — | |
| UNetSubsampling rate=1%, N=22026.03 | 34 | — | — | |
| UNetSubsampling rate=10%, N=22026.03 | 33 | — | — | |
| hypercolumn + LRSubsampling rate=1%, N=22026.03 | 11 | 67.65 | 2.23 |