ResearchBenchmarksSarcasm Detection on MUStARD (5-fold CV)Sarcasm Detection on MUStARD (5-fold CV)Follow74.42AccuracyProSarc60.962464.456267.9571.4438Jun 4, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScorePrecisionRecallMCCCohen KappaAUCProSarcInput=Audio-only, Infe...Input=Audio-only, Inference setting=MC dropout (TMC=10), Statistical reporting=95% CI2026.0674.4277.0371.6584.0249.9948.680.58ProSarcInput=Audio-only, Infe...Input=Audio-only, Inference setting=MC dropout (TMC=10), Statistical reporting=95% CI2026.0661.4865.5965.6972.7222.1219.5763.24