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Benchmarks
Fine-grained Recognition on Ten Fine-Grained Recognition Datasets Average (Efficiency Metrics)
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0.18
Memory (GB)
CLIP
-0.1676
2.1787
4.525
6.8713
Jun 5, 2026
Memory (GB)
Inference Time (s/img)
Robustness (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Memory (GB)
Inference Time (s/img)
Robustness (%)
CLIP
Category=Baseline, Bac...
2026.06
0.18
0.06
0
MTA
Category=Tuning-free,...
2026.06
0.23
6.68
25.8
TTC
Category=Tuning-free,...
2026.06
0.25
0.08
6.8
MAC
Category=Tuning-free,...
2026.06
0.27
0.14
45.2
R-TPT
Category=Tuning-based,...
2026.06
1.89
6.73
37.5
TAPT
Category=Tuning-based,...
2026.06
8.87
3.57
12.3
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