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Benchmarks
Long-tail Recognition on ImageNet-LT SADE (test)
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70.09
Acc (Forward-LT, 50)
DirMixE
65.5036
66.6943
67.885
69.0757
May 13, 2024
Acc (Forward-LT, 50)
Acc (Forward-LT, 25)
Acc (Forward-LT, 10)
Acc (Forward-LT, 5)
Acc (Uniform, 2)
Acc (Uniform, 1)
Acc (Backward-LT, 2)
Acc (Backward-LT, 5)
Acc (Backward-LT, 10)
Acc (Backward-LT, 25)
Acc (Backward-LT, 50)
Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Acc (Forward-LT, 50)
Acc (Forward-LT, 25)
Acc (Forward-LT, 10)
Acc (Forward-LT, 5)
Acc (Uniform, 2)
Acc (Uniform, 1)
Acc (Backward-LT, 2)
Acc (Backward-LT, 5)
Acc (Backward-LT, 10)
Acc (Backward-LT, 25)
Acc (Backward-LT, 50)
Mean Accuracy
DirMixE
Backbone=ResNeXt50
2024.05
70.09
68.48
65.93
63.22
60.5
58.61
57.27
55.27
55.04
55.38
55.33
60.47
BCL
Backbone=ResNeXt50
2024.05
67.44
66.41
64.33
62.29
59.49
57.25
54.83
51.63
49.39
47.2
44.6
56.81
GPaCo
Backbone=ResNeXt50
2024.05
65.68
64.67
63.91
62.31
60.27
58.69
56.86
54.3
52.56
50.49
48.37
58.01
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