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Street-view Image Attribute Classification on GSS Panoramic Status
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99.95
Accuracy
MaxViT
8.3988
32.1669
55.935
79.7031
Feb 18, 2026
Accuracy
Macro F1 Score
Weighted F1 Score
Balanced Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Weighted F1 Score
Balanced Accuracy
MaxViT
Paradigm=Vision Transf...
2026.02
99.95
99.73
99.95
99.95
CLIP-MHAdapter
Paradigm=Parameter-Eff...
2026.02
99.4
96.7
99.42
98.4
CoOp
Paradigm=Parameter-Eff...
2026.02
98.94
94.32
98.98
95.97
ZeroR-Trainer
Paradigm=Zero-shot Tra...
2026.02
95.49
48.85
93.28
0
CLIP-Adapter
Paradigm=Parameter-Eff...
2026.02
93.69
77.6
94.87
92.42
CLIP-Linear Probe
Paradigm=Parameter-Eff...
2026.02
87.75
67.79
90.86
87.17
Zero-shot CLIP
Paradigm=Zero-shot Tra...
2026.02
11.92
11.85
14.18
7.76
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