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ResearchFormerly WizWand

Stance Detection on U-MStance Costco target

74.88F1 (Against)GPT4-I
0.010419.447738.88558.3223Nov 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GPT4-IModality=Multimodal, Fine-tuning status=non-fine-tuned2025.1174.8872.473.64
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=Qwen-VL2025.1172.4465.7269.08
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=MiMo2025.1171.7268.3670.04
PRISMModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=LLaVA2025.1169.9363.666.77
GPT-4Modality=Text-only, Fine-tuning status=non-fine-tuned2025.1163.3560.9562.15
BERT+ViTModality=Multimodal, Fine-tuning status=fine-tuned, Backbone=BERT+ViT2025.1162.8451.957.37
Qwen-VLModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=Qwen-VL2025.1162.654.8258.71
RoBERTaModality=Text-only, Fine-tuning status=fine-tuned, Backbone=RoBERTa2025.1162.1454.9458.54
GPT-3.5Modality=Text-only, Fine-tuning status=non-fine-tuned2025.1162.0352.3157.17
TMPTModality=Multimodal, Fine-tuning status=fine-tuned2025.1160.6852.3956.54
PoliBERTweetModality=Text-only, Fine-tuning status=fine-tuned, Backbone=PoliBERTweet2025.1157.5651.4154.48
MiMoModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=MiMo2025.1154.7638.0646.41
BERTModality=Text-only, Fine-tuning status=fine-tuned, Backbone=BERT2025.1151.8341.9446.89
PRISMModality=Multimodal, Backbone=MiMo2025.1147.4756.9252.2
PRISMModality=Multimodal, Backbone=LLaVA2025.1146.6343.2644.94
PRISMModality=Multimodal, Backbone=Qwen-VL2025.1145.1657.7551.45
LLaVAModality=Multimodal, Fine-tuning status=non-fine-tuned, Backbone=LLaVA2025.1144.9231.3938.16
BERTModality=Text-only2025.1138.0616.3528.99
LLaMA2Modality=Text-only, Fine-tuning status=non-fine-tuned, Backbone=LLaMA22025.1130.7338.7634.75
TMPTModality=Multimodal2025.1111.6315.3113.47
PoliBERTweetModality=Text-only2025.119.712014.85
BERT+ViTModality=Multimodal2025.117.5823.7715.68
RoBERTaModality=Text-only2025.112.895.666.44