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Benchmarks
Medical Diagnosis Classification on Medical Abstract (MA) (train)
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0.6376
Accuracy
CanDistall
0.59548
0.606415
0.61735
0.628285
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
0.6376
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
0.6331
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
0.6289
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
0.6281
Distillation
LLM Annotator=GPT-3.5,...
2025.06
0.6245
SC
LLM Annotator=GPT-3.5
2025.06
0.6229
Few-shot
LLM Annotator=GPT-3.5
2025.06
0.6228
Zero-shot
LLM Annotator=GPT-3.5
2025.06
0.6203
CoT
LLM Annotator=GPT-3.5
2025.06
0.6005
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
0.5971
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