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Benchmarks
Semantic Segmentation on SHIFT
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31.1
Accuracy (Day->Night)
EmbodiTTA
23.3
25.325
27.35
29.375
May 2, 2025
Accuracy (Day->Night)
Accuracy (Clear->Foggy)
Accuracy (Clear->Rainy)
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Day->Night)
Accuracy (Clear->Foggy)
Accuracy (Clear->Rainy)
Average Accuracy
EmbodiTTA
Backbone=DeepLabV3, Ba...
2025.05
31.1
25.2
19.1
25.1
SURGEON
Backbone=DeepLabV3, Ba...
2025.05
30.1
23.6
18.2
24
Source
Backbone=DeepLabV3, Ba...
2025.05
27.3
17.7
11
18.7
EATA-C
Backbone=DeepLabV3, Ba...
2025.05
24.7
21.5
16.7
20.9
MECTA
Backbone=DeepLabV3, Ba...
2025.05
24.2
20.6
15.4
20.1
SAR
Backbone=DeepLabV3, Ba...
2025.05
23.6
7.6
4.2
11.8
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