Multimodal Sarcasm Detection on MUStARD original (speaker-dependent)
86.8PrecisionMuVaC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuVaCModality=T+V+A2026.01 | 86.8 | 86.9 | 89.2 | 88 | |
| MV-BARTModality=T+V+A2026.01 | 80.6 | — | 82.8 | 81.7 | |
| MO-SarcationModality=T+V+A, Note=Reproduced results2026.01 | 79.7 | 79.7 | 79.7 | 79.7 | |
| CCG-NetModality=T+V+A2026.01 | 79.1 | — | 79.1 | 79 | |
| VyAnG-NetModality=T+V+A2026.01 | 78.8 | 79.9 | 78.2 | 78.5 | |
| QPMModality=T+V+A2026.01 | 77.5 | 77.5 | 77.6 | 77.5 | |
| CESDNModality=T+V+A2026.01 | 76.2 | 75.5 | 74.2 | 75.2 | |
| IWANModality=T+V+A2026.01 | 75.2 | — | 75.2 | 75.1 | |
| HKTModality=T+V+A2026.01 | 73.6 | 73.6 | 73.6 | 73.6 | |
| A-MTLModality=T+V+A2026.01 | 73.4 | — | 72.8 | 72.6 | |
| SVMModality=T+V+A2026.01 | 72.6 | — | 71.6 | 71.6 | |
| FiLMModality=T+V2026.01 | 67.3 | 67 | 66.2 | 66.7 | |
| BERTModality=T2026.01 | 65.6 | 64.3 | 64.3 | 64.7 | |
| MIARNModality=T2026.01 | 64.7 | — | 64 | 63.9 | |
| SMSDModality=T2026.01 | 61.6 | — | 61 | 61.1 |