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Benchmarks
Classification on LSM held-out patches (test)
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74
Accuracy (ACC)
UNet
31.36
42.43
53.5
64.57
May 25, 2026
Accuracy (ACC)
Macro F1 Score
Updated 8d ago
Evaluation Results
Method
Method
Links
Accuracy (ACC)
Macro F1 Score
UNet
Pre-training Strategy=...
2026.05
74
69
UNet
Pre-training Strategy=...
2026.05
71
69
Swin
Pre-training Strategy=...
2026.05
65
61
UNet
Pre-training Strategy=...
2026.05
62
58
UNet
Pre-training Strategy=...
2026.05
61
57
UNet
Pre-training Strategy=...
2026.05
61
57
Swin
Pre-training Strategy=...
2026.05
53
48
Swin
Pre-training Strategy=...
2026.05
51
46
ResNet
Pre-training Strategy=...
2026.05
49
43
UNet
Pre-training Strategy=...
2026.05
49
46
PCA
Pre-training Strategy=...
2026.05
47
40
Swin
Pre-training Strategy=...
2026.05
47
44
Swin
Pre-training Strategy=...
2026.05
40
33
Swin
Pre-training Strategy=...
2026.05
40
35
ResNet
Pre-training Strategy=...
2026.05
36
27
PCA
Pre-training Strategy=...
2026.05
33
28
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