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Benchmarks
Image Classification on Flower102 (Accuracy)
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99
Accuracy
GalLoP+Ours
83.192
87.296
91.4
95.504
May 7, 2026
Accuracy
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy
GalLoP+Ours
Shots=4
2026.05
99
GalLoP
Shots=4
2026.05
98.8
PromptSRC+Ours
Shots=4
2026.05
97.9
PLOT
Shots=4
2026.05
97.6
PromptSRC
Shots=4
2026.05
97.6
TCP+Ours
Shots=4
2026.05
97.3
CoOp
Shots=4
2026.05
97.1
MaPLe
Shots=4
2026.05
97
TCP*
Shots=4
2026.05
96.9
ProDA
Shots=4
2026.05
96.8
LoCoOp
Shots=4
2026.05
96.3
CLIP-LoRA+Ours
Shots=4
2026.05
95.1
CLIP-LoRA
Shots=4
2026.05
93.7
CoCoOp
Shots=4
2026.05
87.8
TIP-Adapter-F+Ours
Shots=4
2026.05
85.1
TIP-Adapter-F
Shots=4
2026.05
83.8
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