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Benchmarks
Medical Diagnosis Classification on CXT3
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81
F1 Score
SH-PEFT
73.304
75.302
77.3
79.298
May 28, 2024
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
SH-PEFT
Type=selective
2024.05
81
VPT-Shallow
Type=prompt tuning
2024.05
80.3
Linear Prob
Type=selective
2024.05
79.6
FT-Att
Type=selective
2024.05
79.4
SSF
Type=additive
2024.05
78.5
LoRa
Type=additive
2024.05
78
VPT-Deep
Type=prompt tuning
2024.05
78
Adapter-par
Type=additive
2024.05
77.7
SPT-LoRa
Type=selective + additive
2024.05
77.3
FT-LN
Type=selective
2024.05
76.4
Full Finetune
Type=selective
2024.05
76.3
BitFit
Type=selective
2024.05
73.6
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