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Argumentative Fallacy Detection on Argumentative Fallacy Detection (AFD)

31.7Macro F1Our method
-1.2687.29115.8524.409Dec 8, 2025

Evaluation results

MethodLinks
Our methodBagging=true, Modality=Text + Audio2025.1231.7
Our methodBagging=false, Modality=Text + Audio2025.1230.7
Llama3-3BBagging=true, Protocol=SFT, Modality=Text2025.1229.7
(MM-)RoBERTa + WavLMBagging=false, Modality=Text + Audio2025.1228.5
Llama3-3BBagging=false, Protocol=SFT, Modality=Text2025.1228.3
(MM-)RoBERTa + WavLMBagging=false, Modality=Text2025.1227.7
RoBERTa + wav2vec2.0Bagging=false, Modality=Text2025.1222
RoBERTa + wav2vec2.0Bagging=false, Modality=Text + Audio2025.1219.3
RoBERTa + wav2vec2.0Bagging=false, Modality=Audio2025.1216.9
(MM-)RoBERTa + WavLMBagging=false, Modality=Audio2025.120