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Benchmarks
Sea Ice Feature Detection on RCM
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69
Overall Accuracy
Deterministic Transformer
54.44
58.22
62
65.78
Mar 3, 2026
Overall Accuracy
Ice Accuracy
Water Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Accuracy
Ice Accuracy
Water Accuracy
Deterministic Transformer
Uncertainty Estimation...
2026.03
69
90
48
MC Dropout
Uncertainty Estimation...
2026.03
69
91
47
Bayesian Transformer
Uncertainty Estimation...
2026.03
66
92
40
HR Transformer
Model=HR Transformer
2026.03
65
91
40
ConvNeXt
Model=ConvNeXt
2026.03
62
77
46
HRNet
Model=HRNet
2026.03
61
89
32
SegFormer
Model=SegFormer
2026.03
61
79
42
Swin Transformer
Model=Swin Transformer
2026.03
60
85
36
Epoch Ensemble
Uncertainty Estimation...
2026.03
59
85
33
U-Net
Model=U-Net
2026.03
58
71
44
NASA Team
2026.03
55
83
26
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