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Fine-grained Image Classification on Food101 (test)
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74.2
Accuracy
TPT
-2.1776
17.6512
37.48
57.3088
Jun 5, 2026
Accuracy
Robustness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Robustness
TPT
Backbone=CLIP-ResNet50...
2026.06
74.2
0.1
CLIP
Backbone=CLIP-ResNet50...
2026.06
73.9
0
DOC
Backbone=CLIP-ResNet50...
2026.06
70.7
7.5
TTC
Backbone=CLIP-ResNet50...
2026.06
70.5
7.2
SS-TPT
Backbone=CLIP-ResNet50...
2026.06
70.1
56.2
R-TPT
Backbone=CLIP-ResNet50...
2026.06
69.8
50.1
Ensemble
Backbone=CLIP-ResNet50...
2026.06
68.5
40.2
TAPT
Category=Tuning-based,...
2026.06
0.858
5.8
MTA
Category=Tuning-free,...
2026.06
0.788
29.7
R-TPT
Category=Tuning-based,...
2026.06
0.783
43.1
CLIP
Category=Baseline, Bac...
2026.06
0.773
0
MAC
Category=Tuning-free,...
2026.06
0.766
60.3
TTC
Category=Tuning-free,...
2026.06
0.76
3.6
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