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Benchmarks
Street-view Image Attribute Classification on GSS Glare
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97.21
Accuracy
ZeroR-Trainer
-0.7372
24.6914
50.12
75.5486
Feb 18, 2026
Accuracy
Macro F1
Weighted F1
Balanced Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
Weighted F1
Balanced Accuracy
ZeroR-Trainer
Paradigm=Zero-shot Tra...
2026.02
97.21
49.29
95.84
0
CoOp
Paradigm=Parameter-Eff...
2026.02
96.6
57.27
95.98
10.89
CLIP-Linear Probe
Paradigm=Parameter-Eff...
2026.02
95.51
53.61
95.24
6.48
CLIP-MHAdapter
Paradigm=Parameter-Eff...
2026.02
95.32
63.68
95.69
32.63
MaxViT
Paradigm=Vision Transf...
2026.02
94.09
63.15
95.03
39.59
CLIP-Adapter
Paradigm=Parameter-Eff...
2026.02
84.16
53.65
89.16
39.26
Zero-shot CLIP
Paradigm=Zero-shot Tra...
2026.02
3.03
2.96
0.62
0.24
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