Multimodal Sarcasm Detection on MUStARD speaker-independent original
75.6F1 ScoreVyAnG-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VyAnG-NetModality=T+V+A2026.01 | 75.6 | 76.9 | 75.7 | 75.5 | |
| MuVaCModality=T+V+A2026.01 | 74.7 | 77.4 | 70.8 | 79 | |
| CESDNModality=T+V+A2026.01 | 70.9 | 71.3 | 71.9 | 69.9 | |
| IWANModality=T+V+A2026.01 | 70 | — | 71.9 | 71.3 | |
| MO-SarcationModality=T+V+A, Note=Reproduced results2026.01 | 67.9 | 71.3 | 65.1 | 71.1 | |
| QPMModality=T+V+A2026.01 | 66.1 | 66.2 | — | — | |
| A-MTLModality=T+V+A2026.01 | 65.9 | — | 69.5 | 66 | |
| SVMModality=T+V+A2026.01 | 62.8 | — | 64.3 | 62.6 | |
| HKTModality=T+V+A2026.01 | 61.7 | 61.6 | 63.9 | 61.6 | |
| FiLMModality=T+V2026.01 | 60.1 | 60.6 | 60.8 | 59.4 | |
| BERTModality=T2026.01 | 57.4 | 58 | 58.2 | 56.7 | |
| MIARNModality=T2026.01 | 54 | — | 60.4 | 55.2 | |
| SMSDModality=T2026.01 | 47 | — | 51.7 | 48.2 |