|
AUPRC ↑ |
F1 ↑ |
Precision ↑ |
Recall ↑ |
IoU ↑ |
FPR by tile ↓ |
| Baseline, mag1c + morpho. |
N/A |
37.65 |
31.69 |
46.37 |
23.19 |
89.0 |
| HyperSTARCOP MF+RGB [34]
|
68.10 ± 4.7 |
58.08 ± 5.3 |
48.44 ± 6.7 |
73.31 ± 2.8 |
41.12 ± 5.2 |
65.6 ± 6.7 |
| SegFormer base |
67.76 ± 2.6 |
60.26 ± 1.7 |
53.14 ± 4.9 |
70.70 ± 5.8 |
43.15 ± 1.7 |
27.2 ± 3.1 |
| SegFormer ConvUp |
78.14 ± 3.0 |
71.02 ± 3.4 |
68.72 ± 7.4 |
74.17 ± 3.2 |
55.18 ± 4.2 |
25.2 ± 7.2 |
| SegFormer ConvUpStride |
82.24 ± 2.7 |
74.27 ± 2.9 |
74.15 ± 4.0 |
74.88 ± 6.0 |
59.15 ± 3.7 |
18.4 ± 2.4 |
| EfficientViT base |
74.29 ± 7.3 |
68.40 ± 6.9 |
65.54 ± 10.3 |
72.75 ± 6.0 |
52.39 ± 7.8 |
25.0 ± 5.0 |
| EfficientViT ConvUp |
77.86 ± 3.4 |
70.89 ± 3.1 |
68.31 ± 5.8 |
74.06 ± 3.1 |
55.00 ± 3.7 |
40.2 ± 9.2 |
| EfficientViT ConvUpStride |
78.94 ± 5.3 |
72.26 ± 4.9 |
72.63 ± 6.3 |
72.19 ± 5.5 |
56.80 ± 6.0 |
31.8 ± 5.9 |
