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Benchmarks
Intent Classification on Banking (BANK) (test)
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93.31
Accuracy
SFT
59.6764
68.4082
77.14
85.8718
Jun 4, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SFT
SLM Backbone=RoBERTa-Base
2025.06
93.31
CanDistadd
LLM Annotator=GPT-3.5,...
2025.06
76.27
CanDistall
LLM Annotator=GPT-3.5,...
2025.06
75.97
FreeAL
LLM Annotator=GPT-3.5,...
2025.06
74.58
SuperICL
LLM Annotator=GPT-3.5,...
2025.06
73.25
Distillation
LLM Annotator=GPT-3.5,...
2025.06
72.4
AnnoLLM
LLM Annotator=GPT-3.5
2025.06
70.29
SC
LLM Annotator=GPT-3.5
2025.06
68.99
Few-shot
LLM Annotator=GPT-3.5
2025.06
68.86
Zero-shot
LLM Annotator=GPT-3.5
2025.06
68.41
CoT
LLM Annotator=GPT-3.5
2025.06
60.97
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