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Benchmarks
Medical Diagnosis Classification on Medical Abstract (MA) (test)
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64.54
Accuracy
SFT
59.3608
60.7054
62.05
63.3946
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SFT
SLM Backbone=BioMed-Ro...
2025.06
64.54
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
64.23
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
64.2
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
64.13
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
63.75
Distillation
LLM Annotator=GPT-3.5,...
2025.06
63.54
Few-shot
LLM Annotator=GPT-3.5
2025.06
63.4
SC
LLM Annotator=GPT-3.5
2025.06
63.26
Zero-shot
LLM Annotator=GPT-3.5
2025.06
63.12
CoT
LLM Annotator=GPT-3.5
2025.06
61.15
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
59.56
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