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Benchmarks
Height Estimation on Target Domain 1 (T.D.1) (test)
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1.272
MAE (Whole)
Train-on-T.D.1
1.2206
1.56755
1.9145
2.26145
Jun 26, 2024
MAE (Whole)
MAE (High)
RMSE (Whole)
RMSE (High)
Delta < 1.25 (Whole)
Delta < 1.25^2 (Whole)
Delta < 1.25^3 (Whole)
Delta < 1.25 (High)
Delta < 1.25^2 (High)
Delta < 1.25^3 (High)
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE (Whole)
MAE (High)
RMSE (Whole)
RMSE (High)
Delta < 1.25 (Whole)
Delta < 1.25^2 (Whole)
Delta < 1.25^3 (Whole)
Delta < 1.25 (High)
Delta < 1.25^2 (High)
Delta < 1.25^3 (High)
Train-on-T.D.1
Backbone=DINOv2, Decod...
2024.06
1.272
3.363
2.381
4.329
37.9
46.3
51
61.7
71
74.2
RS3DAda
Backbone=DINOv2, Decod...
2024.06
2.148
4.921
3.593
6.024
18.5
25.8
31.8
41.8
55.4
62.3
Source-only
Backbone=DINOv2, Decod...
2024.06
2.557
5.617
4.128
6.705
12.3
19.2
24.6
37.2
49.1
55.2
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