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Benchmarks
Few-shot Image Classification on 11-Dataset Average (Base)
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85.9
Accuracy
MMRL + SpecPL
68.6776
73.1488
77.62
82.0912
May 6, 2026
Accuracy
Updated 27d ago
Evaluation Results
Method
Method
Links
Accuracy
MMRL + SpecPL
Shots=16
2026.05
85.9
MMRL
Shots=16
2026.05
85.68
PromptSRC
Shots=16
2026.05
84.26
CoPrompt
Shots=16
2026.05
84
ArGue
Shots=16
2026.05
83.69
DePT
Shots=16
2026.05
83.66
CoOp + SpecPL
Shots=16
2026.05
83.32
MaPLe + SpecPL
Shots=16
2026.05
83.02
CoCoOp + SpecPL
Shots=16
2026.05
82.84
CoOp
Shots=16
2026.05
82.69
MaPLe
Shots=16
2026.05
82.28
CoCoOp
Shots=16
2026.05
80.47
CLIP
Shots=16
2026.05
69.34
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