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Benchmarks
News Topic Classification on AGNews (train)
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89.91
Accuracy
CanDistadd
82.9628
84.7664
86.57
88.3736
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
89.91
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
89.58
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
89.29
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
89.16
Distillation
LLM Annotator=GPT-3.5,...
2025.06
89.13
SC
LLM Annotator=GPT-3.5
2025.06
88.8
Few-shot
LLM Annotator=GPT-3.5
2025.06
88.73
Zero-shot
LLM Annotator=GPT-3.5
2025.06
87.72
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
85.52
CoT
LLM Annotator=GPT-3.5
2025.06
83.23
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