Stance Detection on U-MStance Tesla target
75.12F1 (against)PRISM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=MiMo2025.11 | 75.12 | 61.22 | 68.17 | |
| GPT4-IModality=Multimodal, Fine-tuning status=non-fine-tuned2025.11 | 74.14 | 61.37 | 67.75 | |
| PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=Qwen-VL2025.11 | 72.06 | 63.64 | 67.85 | |
| PRISMModality=Multimodal, Backbone=MiMo2025.11 | 67.9 | 56.37 | 62.14 | |
| PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=LLaVA2025.11 | 67.16 | 49.79 | 58.47 | |
| GPT-4Modality=Text-only, Fine-tuning status=non-fine-tuned2025.11 | 66.34 | 55.19 | 60.77 | |
| GPT-3.5Modality=Text-only, Fine-tuning status=non-fine-tuned2025.11 | 63.92 | 45.18 | 54.55 | |
| PRISMModality=Multimodal, Backbone=Qwen-VL2025.11 | 62.3 | 56.89 | 59.6 | |
| PRISMModality=Multimodal, Backbone=LLaVA2025.11 | 59.39 | 49.81 | 54.6 | |
| RoBERTaModality=Text-only, Fine-tuning status=fine-tuned, Backbone=RoBERTa2025.11 | 57.59 | 47.62 | 52.61 | |
| BERT+ViTModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=BERT+ViT2025.11 | 56.46 | 40.27 | 48.37 | |
| BERTModality=Text-only, Fine-tuning status=fine-tuned, Backbone=BERT2025.11 | 56.07 | 39.61 | 47.85 | |
| TMPTModality=Multimodal, Fine-tuning status=fine-tuned2025.11 | 53.08 | 34.97 | 44.02 | |
| Qwen-VLModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=Qwen-VL2025.11 | 50.44 | 44.23 | 47.34 | |
| MiMoModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=MiMo2025.11 | 49.53 | 37.91 | 43.72 | |
| LLaVAModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=LLaVA2025.11 | 43.09 | 31.95 | 37.52 | |
| PoliBERTweetModality=Text-only, Fine-tuning status=fine-tuned, Backbone=PoliBERTweet2025.11 | 41.67 | 34.69 | 38.18 | |
| PoliBERTweetModality=Text-only2025.11 | 35.46 | 30.93 | 33.19 | |
| RoBERTaModality=Text-only2025.11 | 35.19 | 21.39 | 28.29 | |
| LLaMA2Modality=Text-only, Fine-tuning status=non-fine-tuned, Backbone=LLaMA22025.11 | 32.62 | 32.5 | 32.56 | |
| BERTModality=Text-only2025.11 | 26.55 | 16.21 | 21.38 | |
| BERT+ViTModality=Multimodal2025.11 | 23.58 | 16 | 19.79 | |
| TMPTModality=Multimodal2025.11 | 13.98 | 7.41 | 10.69 |