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ResearchFormerly WizWand

Stance Detection on U-MStance Overall

70.15F1 (Avg)PRISM
21.405234.060146.71559.3699Nov 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=MiMo2025.1170.15——
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=Qwen-VL2025.1168.49——
GPT4-IModality=Multimodal, Fine-tuning status=non-fine-tuned2025.1166.24——
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=LLaVA2025.1160.99——
GPT-4Modality=Text-only, Fine-tuning status=non-fine-tuned2025.1160.74——
PRISMModality=Multimodal, Backbone=MiMo2025.1156.79——
RoBERTaModality=Text-only, Fine-tuning status=fine-tuned, Backbone=RoBERTa2025.1155.56——
PRISMModality=Multimodal, Backbone=Qwen-VL2025.1155.45——
GPT-3.5Modality=Text-only, Fine-tuning status=non-fine-tuned2025.1153.97——
TMPTModality=Multimodal, Fine-tuning status=fine-tuned2025.1153.16——
BERT+ViTModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=BERT+ViT2025.1152.89——
Qwen-VLModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=Qwen-VL2025.1151.64——
PRISMModality=Multimodal, Backbone=LLaVA2025.1150.34——
BERTModality=Text-only, Fine-tuning status=fine-tuned, Backbone=BERT2025.1149.51——
PoliBERTweetModality=Text-only, Fine-tuning status=fine-tuned, Backbone=PoliBERTweet2025.1149.41——
MiMoModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=MiMo2025.1144.11——
LLaVAModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=LLaVA2025.1137.17——
PoliBERTweetModality=Text-only2025.1130.11——
LLaMA2Modality=Text-only, Fine-tuning status=non-fine-tuned, Backbone=LLaMA22025.1129.09——
RoBERTaModality=Text-only2025.1128.83——
BERT+ViTModality=Multimodal2025.1124.6——
BERTModality=Text-only2025.1124.11——
TMPTModality=Multimodal2025.1123.28——