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Benchmarks
Zero-shot Image Classification on ImageNet (Novel Split)
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72.06
Accuracy
ArGue
67.7128
68.8414
69.97
71.0986
May 6, 2026
Accuracy
Updated 27d ago
Evaluation Results
Method
Method
Links
Accuracy
ArGue
Shots=16
2026.05
72.06
MMRL + SpecPL
Shots=16
2026.05
71.5
MMRL
Shots=16
2026.05
71.3
CoPrompt
Shots=16
2026.05
71.27
PromptSRC
Shots=16
2026.05
70.73
MaPLe
Shots=16
2026.05
70.54
CoCoOp
Shots=16
2026.05
70.43
CoCoOp + SpecPL
Shots=16
2026.05
70.25
DePT
Shots=16
2026.05
70.1
CoOp + SpecPL
Shots=16
2026.05
70.01
MaPLe + SpecPL
Shots=16
2026.05
69.37
CLIP
Shots=16
2026.05
68.14
CoOp
Shots=16
2026.05
67.88
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