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Benchmarks
Topic Classification on TREC (test)
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97.8
Accuracy
SFT
71.176
78.088
85
91.912
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SFT
SLM Backbone=RoBERTa-Base
2025.06
97.8
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
87.8
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
83.13
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
82.33
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
81.6
Distillation
LLM Annotator=GPT-3.5,...
2025.06
81
CoT
LLM Annotator=GPT-3.5
2025.06
80.6
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
79.6
Few-shot
LLM Annotator=GPT-3.5
2025.06
77.2
SC
LLM Annotator=GPT-3.5
2025.06
76
Zero-shot
LLM Annotator=GPT-3.5
2025.06
72.2
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