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Benchmarks
Text Classification on Trec 20%S (test)
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98.6
Accuracy
Base (Clean)
70.26
77.6175
84.975
92.3325
Oct 11, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Base (Clean)
backbone=Llama3.1-8B-I...
2025.10
98.6
Delora
backbone=Llama3.1-8B-I...
2025.10
98.46
NoiseAL
backbone=Llama3.1-8B-I...
2025.10
97.3
SelfMix
backbone=Llama3.1-8B-I...
2025.10
96.21
CleaR
backbone=Llama3.1-8B-I...
2025.10
96.01
Co-Teaching
backbone=Llama3.1-8B-I...
2025.10
95.51
SENT
backbone=Llama3.1-8B-I...
2025.10
95.49
LAFT
backbone=Llama3.1-8B-I...
2025.10
95.42
Base
backbone=Llama3.1-8B-I...
2025.10
95.2
LLM-base
model=GPT-4o
2025.10
71.35
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