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Benchmarks
Base-to-novel generalization on Food172
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79.06
Base Performance
SCPT
29.8264
42.6082
55.39
68.1718
Jul 7, 2026
Base Performance
Novel Performance
Harmonic Mean Performance
Updated 18d ago
Evaluation Results
Method
Method
Links
Base Performance
Novel Performance
Harmonic Mean Performance
SCPT
Shots=16
2026.07
79.06
39.84
52.98
TCP
Shots=16
2026.07
78.34
39.87
52.85
ATPrompt
Shots=16
2026.07
74.62
28.1
40.83
CoOp
Shots=16
2026.07
72.28
32.63
44.96
KgCoOp
Shots=16
2026.07
63.22
39.06
48.29
CoCoOp
Shots=16
2026.07
49.76
40.04
44.37
CLIP
Shots=16
2026.07
36
40.8
38.25
ProText
Shots=16
2026.07
31.72
36
33.72
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