Multimodal Classification on Social Media Social Factors OOD
100Accuracy (*)SoMeLVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SoMeLVLMSetting=SFT2024.02 | 100 | 61.11 | |
| Blip2Setting=Zero-shot2024.02 | 99.15 | 95.69 | |
| InstructBlipFBackbone=FlanT5-xl, Setting=Zero-shot2024.02 | 98.31 | 83.95 | |
| LlavaSetting=Zero-shot2024.02 | 93.75 | 3.08 | |
| InstructBlipVBackbone=Vicuna, Setting=Zero-shot2024.02 | 87.3 | 22.59 | |
| MiniGPT4Setting=Zero-shot2024.02 | 69.58 | 34.29 |