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Benchmarks
Medical Diagnosis Classification on OCT
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96.3
F1 Score (%)
LoRa
81.324
85.212
89.1
92.988
May 28, 2024
F1 Score (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score (%)
LoRa
Type=additive
2024.05
96.3
SPT-LoRa
Type=selective + additive
2024.05
96
FT-Att
Type=selective
2024.05
95.8
SH-PEFT
Type=selective
2024.05
95.6
Full Finetune
Type=selective
2024.05
94.2
BitFit
Type=selective
2024.05
93.3
Adapter-par
Type=additive
2024.05
93.2
SSF
Type=additive
2024.05
92.2
VPT-Shallow
Type=prompt tuning
2024.05
90
FT-LN
Type=selective
2024.05
87.2
VPT-Deep
Type=prompt tuning
2024.05
82.3
Linear Prob
Type=selective
2024.05
81.9
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