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Benchmarks
Medical Diagnosis Classification on BUSI
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90.5
F1 Score
SH-PEFT
74.484
78.642
82.8
86.958
May 28, 2024
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
SH-PEFT
Type=selective
2024.05
90.5
SPT-LoRa
Type=selective + additive
2024.05
90.2
SSF
Type=additive
2024.05
89.8
FT-Att
Type=selective
2024.05
88.8
LoRa
Type=additive
2024.05
87.8
BitFit
Type=selective
2024.05
86.1
Adapter-par
Type=additive
2024.05
84.1
Full Finetune
Type=selective
2024.05
82.5
VPT-Shallow
Type=prompt tuning
2024.05
81.6
FT-LN
Type=selective
2024.05
79.6
Linear Prob
Type=selective
2024.05
76
VPT-Deep
Type=prompt tuning
2024.05
75.1
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