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Benchmarks
Infrastructure classification on FMOW WILDS (test)
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74.8
Average Accuracy
WiSE-FT
26.128
38.764
51.4
64.036
Apr 20, 2021
May 12, 2021
Jun 4, 2021
Jun 27, 2021
Jul 20, 2021
Aug 12, 2021
Sep 4, 2021
Average Accuracy
Worst-region Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accuracy
Worst-region Accuracy
WiSE-FT
alpha=optimal, fine-tu...
2021.09
74.8
-
CLIP
mode=fine-tuned, fine-...
2021.09
73.3
-
WiSE-FT
alpha=0.5, fine-tuning...
2021.09
73
-
ERM
Backbone=DenseNet-121
2021.04
53.1
31.7
ERM (ours)
Backbone=DenseNet-121,...
2021.04
52.9
30.9
Fish
Backbone=DenseNet-121
2021.04
51.8
34.3
IRM
Backbone=DenseNet-121
2021.04
50.9
31
Coral
Backbone=DenseNet-121
2021.04
50.5
30.5
CLIP
mode=zero-shot
2021.09
28
-
CLIP
mode=zero-shot
2021.09
-
23.8
CLIP
mode=fine-tuned, fine-...
2021.09
-
46
WiSE-FT
alpha=0.5, fine-tuning...
2021.09
-
49.5
WiSE-FT
alpha=optimal, fine-tu...
2021.09
-
49.7
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