Sarcasm Detection on MUSTARD++ (test)
83.2F1 ScoreMuVaC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MuVaC2026.01 | 83.2 | 81.2 | 85.3 | |
| SpeechPrompt v2 (GSLM+)Language=En, Backbone=GSLM, Learnable Verbalizer=true2023.03 | 75.2 | — | — | |
| MEF2026.01 | 74.5 | 74.7 | 76.1 | |
| AttFusion2026.01 | 74.3 | 74.3 | 74.3 | |
| SpeechPrompt v2 (GSLM)Language=En, Backbone=GSLM, Learnable Verbalizer=false2023.03 | 74 | — | — | |
| Gaze2026.01 | 73.3 | 73.2 | 73.2 | |
| ViFi-CLIP2026.01 | 73.1 | 73.5 | 72.8 | |
| VyAnG-Net2026.01 | 72.2 | 72.4 | 72.1 | |
| Collaborative Gating2026.01 | 69.5 | 69.8 | 69.5 | |
| SVM2026.01 | 66.2 | 66.2 | 66.3 | |
| SOTA (Topline)Language=En, Number of Classes=22023.03 | 65.2 | — | — | |
| SpeechPrompt v2 (pGSLM+)Language=En, Backbone=pGSLM, Learnable Verbalizer=true2023.03 | 58.2 | — | — | |
| SpeechPrompt v2 (pGSLM)Language=En, Backbone=pGSLM, Learnable Verbalizer=false2023.03 | 52.7 | — | — |