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Benchmarks
Zero-shot Image Classification on Food101 (PGD Robustness)
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60.8
Accuracy (Robust, PGD-100, eps=1/255)
TAME
1.156
16.6405
32.125
47.6095
Feb 12, 2026
Feb 27, 2026
Mar 15, 2026
Mar 31, 2026
Apr 15, 2026
May 1, 2026
May 17, 2026
Accuracy (Robust, PGD-100, eps=1/255)
Accuracy (Clean)
Accuracy (Robust, CW)
Accuracy (DI)
Accuracy (AA)
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy (Robust, PGD-100, eps=1/255)
Accuracy (Clean)
Accuracy (Robust, CW)
Accuracy (DI)
Accuracy (AA)
TAME
Backbone=ViT-B/32, Eva...
2026.05
60.8
-
69.6
58.1
69.7
SAFT-L
2026.02
26.19
74.33
-
-
-
FARE
2026.02
25.56
70.16
-
-
-
TeCoA
2026.02
25.19
56.3
-
-
-
PMG-AFT
2026.02
24.44
65.73
-
-
-
TGA-ZSR
2026.02
24.41
73.94
-
-
-
SAFT-M
2026.02
24.13
70.66
-
-
-
Vanilla
Backbone=ViT-B/32, Eva...
2026.05
3.6
-
0
7.5
0
CLIP
2026.02
3.45
73.79
-
-
-
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