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Benchmarks
Image Classification on DTD base-to-new generalization
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80.63
Base Accuracy
Linear Probing (CLIP)
52.1444
59.5397
66.935
74.3303
Aug 29, 2023
Base Accuracy
Novel Accuracy
Harmonic Mean
Updated 4d ago
Evaluation Results
Method
Method
Links
Base Accuracy
Novel Accuracy
Harmonic Mean
Linear Probing (CLIP)
Shots=16-shot
2023.08
80.63
55.97
66.07
CoOp
Shots=16-shot
2023.08
79.44
41.18
54.24
CoCoOp
Shots=16-shot
2023.08
77.01
56
64.85
RPO
Shots=16-shot
2023.08
76.7
62.13
68.61
CLIP
mode=zero-shot
2023.08
53.24
59.9
56.37
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