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Generalized Zero-shot Image Classification on ImageNet Generalized
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74.63
Harmonic Mean
MMRL + SpecPL
70.0436
71.2343
72.425
73.6157
May 6, 2026
Harmonic Mean
Updated 27d ago
Evaluation Results
Method
Method
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Harmonic Mean
MMRL + SpecPL
Shots=16
2026.05
74.63
MMRL
Shots=16
2026.05
74.45
ArGue
Shots=16
2026.05
74.41
CoPrompt
Shots=16
2026.05
74.33
PromptSRC
Shots=16
2026.05
74.01
MaPLe
Shots=16
2026.05
73.47
DePT
Shots=16
2026.05
73.45
CoOp + SpecPL
Shots=16
2026.05
73.34
CoCoOp
Shots=16
2026.05
73.1
MaPLe + SpecPL
Shots=16
2026.05
72.97
CoCoOp + SpecPL
Shots=16
2026.05
72.52
CoOp
Shots=16
2026.05
71.92
CLIP
Shots=16
2026.05
70.22
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