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Benchmarks
Medical Diagnosis Classification on LIUMC
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72.7
F1 Score
SH-PEFT
59.908
63.229
66.55
69.871
May 28, 2024
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
SH-PEFT
Type=selective
2024.05
72.7
BitFit
Type=selective
2024.05
72.2
SSF
Type=additive
2024.05
71.9
FT-Att
Type=selective
2024.05
70.1
SPT-LoRa
Type=selective + additive
2024.05
69.5
VPT-Shallow
Type=prompt tuning
2024.05
69.3
Full Finetune
Type=selective
2024.05
69.1
FT-LN
Type=selective
2024.05
68.1
LoRa
Type=additive
2024.05
67.9
Adapter-par
Type=additive
2024.05
67.4
VPT-Deep
Type=prompt tuning
2024.05
64.2
Linear Prob
Type=selective
2024.05
60.4
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