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Benchmarks
Texture Classification on DTD
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76.71
Accuracy
LoRSP
39.5716
49.2133
58.855
68.4967
May 15, 2026
May 17, 2026
May 20, 2026
May 23, 2026
May 26, 2026
May 29, 2026
Jun 1, 2026
Accuracy
Robustness
Updated 1d ago
Evaluation Results
Method
Method
Links
Accuracy
Robustness
LoRSP
Pre-trained Backbone=V...
2026.06
76.71
-
LoR-VP
Pre-trained Backbone=V...
2026.06
72.49
-
VPT
Pre-trained Backbone=V...
2026.06
72.11
-
AutoVP
Pre-trained Backbone=V...
2026.06
70.81
-
LP
Pre-trained Backbone=V...
2026.06
69.83
-
MTA
Backbone=ViT-B/16, Pre...
2026.05
46.5
16.2
R-TPT
Backbone=ViT-B/16, Pre...
2026.05
46.4
32.8
CLIP
Backbone=ViT-B/16, Pre...
2026.05
44.4
0
TTP
Backbone=ViT-B/16, Pre...
2026.05
44.1
36
AGC
Backbone=ViT-B/16, Pre...
2026.05
43.4
88.4
Ensemble
Backbone=ViT-B/16, Pre...
2026.05
41.7
31.9
TTC
Backbone=ViT-B/16, Pre...
2026.05
41
4.5
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