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Generalized Zero-shot Image Classification on 11-Dataset Average Generalized
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81.51
Harmonic Mean
MMRL + SpecPL
71.266
73.9255
76.585
79.2445
May 6, 2026
Harmonic Mean
Updated 27d ago
Evaluation Results
Method
Method
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Harmonic Mean
MMRL + SpecPL
Shots=16
2026.05
81.51
MMRL
Shots=16
2026.05
81.2
ArGue
Shots=16
2026.05
80.78
CoPrompt
Shots=16
2026.05
80.48
PromptSRC
Shots=16
2026.05
79.97
MaPLe + SpecPL
Shots=16
2026.05
79.35
MaPLe
Shots=16
2026.05
78.55
CoCoOp + SpecPL
Shots=16
2026.05
77.83
DePT
Shots=16
2026.05
77.29
CoOp + SpecPL
Shots=16
2026.05
76.52
CoCoOp
Shots=16
2026.05
75.83
CLIP
Shots=16
2026.05
71.7
CoOp
Shots=16
2026.05
71.66
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