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ResearchFormerly WizWand

Text Classification on Trec 20%S (test)

98.6AccuracyBase (Clean)
70.2677.617584.97592.3325Oct 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Base (Clean)backbone=Llama3.1-8B-Instruct, training_data=ground truth2025.1098.6
Delorabackbone=Llama3.1-8B-Instruct2025.1098.46
NoiseALbackbone=Llama3.1-8B-Instruct2025.1097.3
SelfMixbackbone=Llama3.1-8B-Instruct2025.1096.21
CleaRbackbone=Llama3.1-8B-Instruct2025.1096.01
Co-Teachingbackbone=Llama3.1-8B-Instruct2025.1095.51
SENTbackbone=Llama3.1-8B-Instruct2025.1095.49
LAFTbackbone=Llama3.1-8B-Instruct2025.1095.42
Basebackbone=Llama3.1-8B-Instruct, training_data=noisy2025.1095.2
LLM-basemodel=GPT-4o2025.1071.35