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ResearchFormerly WizWand

Multi-modal Stance Detection on MCCQ in-target

71.37CQ Macro F1BridgeTower
45.650852.327959.00565.6821Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
BridgeTowerModality=Multi-modal, Evaluation Protocol=in-target2026.0471.37
MM-StanceDetModality=Multi-modal, Evaluation Protocol=in-target2026.0469.71
TMPTModality=Multi-modal, Evaluation Protocol=in-target2026.0467.67
TASTEModality=Multi-modal, Evaluation Protocol=in-target2026.0467.13
LKI-BARTModality=Textual, Evaluation Protocol=in-target2026.0467.01
KEBERTModality=Textual, Evaluation Protocol=in-target2026.0466.84
MV-DebateModality=Textual, Evaluation Protocol=in-target2026.0466.83
BERTModality=Textual, Evaluation Protocol=in-target2026.0466.57
RoBERTaModality=Textual, Evaluation Protocol=in-target2026.0466.57
GPT-4 + CoTModality=Textual, Evaluation Protocol=in-target2026.0466.51
GPT-4Modality=Textual, Evaluation Protocol=in-target2026.0465.84
CLIPModality=Multi-modal, Evaluation Protocol=in-target2026.0463.65
GPT-4 VisionModality=Multi-modal, Evaluation Protocol=in-target2026.0461.63
BERT+ViTModality=Multi-modal, Evaluation Protocol=in-target2026.0461.32
Qwen-VLModality=Multi-modal, Evaluation Protocol=in-target2026.0450.51
SwinTModality=Visual, Evaluation Protocol=in-target2026.0448.8
ViLTModality=Multi-modal, Evaluation Protocol=in-target2026.0447.85
LLaMA2Modality=Textual, Evaluation Protocol=in-target2026.0447.4
ResNetModality=Visual, Evaluation Protocol=in-target2026.0447.16
ViTModality=Visual, Evaluation Protocol=in-target2026.0446.64