Sentiment Classification on CH-SIMS 1.0 (test)
75.1AccuracyOmniMER (All Aux, Hybrid)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OmniMER (All Aux, Hybrid)Auxiliary Tasks=All, Training Strategy=Hybrid2025.12 | 75.1 | 65.2 | 73.8 | |
| OmniMER (All Aux, Multi-stage)Auxiliary Tasks=All, Training Strategy=Multi-stage2025.12 | 74.2 | 62.8 | 72.3 | |
| OmniMER (Base + Text Aux)Auxiliary Tasks=Text2025.12 | 73.5 | 62.5 | 71.8 | |
| OmniMER (Base + Audio Aux)Auxiliary Tasks=Audio2025.12 | 73 | 61.9 | 71.6 | |
| OmniMER (Base + Visual Aux)Auxiliary Tasks=Visual2025.12 | 72.2 | 60.9 | 72.2 | |
| BaseAuxiliary Tasks=None2025.12 | 70.2 | 59.6 | 69.6 |