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Zero-shot Image Classification on 11-Dataset Average (Novel Split)
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78.07
Zero-shot Average Accuracy
ArGue
62.626
66.6355
70.645
74.6545
May 6, 2026
Zero-shot Average Accuracy
Updated 27d ago
Evaluation Results
Method
Method
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Zero-shot Average Accuracy
ArGue
Shots=16
2026.05
78.07
MMRL + SpecPL
Shots=16
2026.05
77.55
CoPrompt
Shots=16
2026.05
77.23
MMRL
Shots=16
2026.05
77.16
PromptSRC
Shots=16
2026.05
76.1
MaPLe + SpecPL
Shots=16
2026.05
76
MaPLe
Shots=16
2026.05
75.14
CLIP
Shots=16
2026.05
74.22
CoCoOp + SpecPL
Shots=16
2026.05
73.79
DePT
Shots=16
2026.05
71.82
CoCoOp
Shots=16
2026.05
71.69
CoOp + SpecPL
Shots=16
2026.05
70.74
CoOp
Shots=16
2026.05
63.22
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