Multi-modal Stance Detection on MCCQ in-target
71.37CQ Macro F1BridgeTower
Evaluation Results
| Method | Links | |
|---|---|---|
| BridgeTowerModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 71.37 | |
| MM-StanceDetModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 69.71 | |
| TMPTModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 67.67 | |
| TASTEModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 67.13 | |
| LKI-BARTModality=Textual, Evaluation Protocol=in-target2026.04 | 67.01 | |
| KEBERTModality=Textual, Evaluation Protocol=in-target2026.04 | 66.84 | |
| MV-DebateModality=Textual, Evaluation Protocol=in-target2026.04 | 66.83 | |
| BERTModality=Textual, Evaluation Protocol=in-target2026.04 | 66.57 | |
| RoBERTaModality=Textual, Evaluation Protocol=in-target2026.04 | 66.57 | |
| GPT-4 + CoTModality=Textual, Evaluation Protocol=in-target2026.04 | 66.51 | |
| GPT-4Modality=Textual, Evaluation Protocol=in-target2026.04 | 65.84 | |
| CLIPModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 63.65 | |
| GPT-4 VisionModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 61.63 | |
| BERT+ViTModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 61.32 | |
| Qwen-VLModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 50.51 | |
| SwinTModality=Visual, Evaluation Protocol=in-target2026.04 | 48.8 | |
| ViLTModality=Multi-modal, Evaluation Protocol=in-target2026.04 | 47.85 | |
| LLaMA2Modality=Textual, Evaluation Protocol=in-target2026.04 | 47.4 | |
| ResNetModality=Visual, Evaluation Protocol=in-target2026.04 | 47.16 | |
| ViTModality=Visual, Evaluation Protocol=in-target2026.04 | 46.64 |