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Benchmarks
Topic Classification on TREC (train)
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80.87
Accuracy
CanDistadd
62.1188
66.9869
71.855
76.7231
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
80.87
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
79.73
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
78.24
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
76.05
Distillation
LLM Annotator=GPT-3.5,...
2025.06
76.04
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
73.73
CoT
LLM Annotator=GPT-3.5
2025.06
71.88
Few-shot
LLM Annotator=GPT-3.5
2025.06
71.07
SC
LLM Annotator=GPT-3.5,...
2025.06
71.06
Zero-shot
LLM Annotator=GPT-3.5
2025.06
62.84
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