Multimodal Classification on Social Media Ideology
73.24Accuracy*SoMeLVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SoMeLVLMSetting=SFT2024.02 | 73.24 | 55.06 | |
| InstructBlipVBackbone=Vicuna, Setting=Zero-shot2024.02 | 54.15 | 42.41 | |
| InstructBlipFBackbone=FlanT5-xl, Setting=Zero-shot2024.02 | 53.69 | 45.57 | |
| Blip2Setting=Zero-shot2024.02 | 53.48 | 53.48 | |
| LlavaSetting=Zero-shot2024.02 | 49.79 | 1.58 | |
| MiniGPT4Setting=Zero-shot2024.02 | 42.13 | 8.86 |