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Benchmarks
Text Classification on SST-5 20%S (test)
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70.51
Accuracy
LLM-base
52.9548
57.5124
62.07
66.6276
Oct 11, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
LLM-base
model=GPT-4o
2025.10
70.51
Base (Clean)
backbone=Llama3.1-8B-I...
2025.10
58.05
Delora
backbone=Llama3.1-8B-I...
2025.10
57.39
LAFT
backbone=Llama3.1-8B-I...
2025.10
55
NoiseAL
backbone=Llama3.1-8B-I...
2025.10
55
Base
backbone=Llama3.1-8B-I...
2025.10
54.08
SENT
backbone=Llama3.1-8B-I...
2025.10
54.05
Co-Teaching
backbone=Llama3.1-8B-I...
2025.10
53.99
CleaR
backbone=Llama3.1-8B-I...
2025.10
53.69
SelfMix
backbone=Llama3.1-8B-I...
2025.10
53.63
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