Multimodal Classification on Social Media Social Factors
84.07Accuracy (* variant)SoMeLVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SoMeLVLMSetting=SFT2024.02 | 84.07 | 67.33 | |
| Blip2Setting=Zero-shot2024.02 | 81.83 | 80.89 | |
| InstructBlipFBackbone=FlanT5-xl, Setting=Zero-shot2024.02 | 81.33 | 73.57 | |
| InstructBlipVBackbone=Vicuna, Setting=Zero-shot2024.02 | 80.02 | 40.93 | |
| LlavaSetting=Zero-shot2024.02 | 72.49 | 6.69 | |
| MiniGPT4Setting=Zero-shot2024.02 | 64.08 | 36.18 |