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ResearchFormerly WizWand

Image Classification on Vision-Language Tasks Classification

91Targeted ASRCroPA
11.4432.09552.7573.405Jun 28, 2025
Updated 6mo ago

Evaluation results

MethodLinks
CroPATarget Prompt=metaphor, VLM Backbone=Flamingo2025.0691
Multi-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.0684.2
CroPATarget Prompt=I am sorry, VLM Backbone=Flamingo2025.0671.7
Multi-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.0670.9
CroPATarget Prompt=unknown, VLM Backbone=Flamingo2025.0670.7
CroPATarget Prompt=too late, VLM Backbone=Flamingo2025.0670.1
CroPATarget Prompt=very good, VLM Backbone=Flamingo2025.0660.6
Multi-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.0655.5
Single-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.0655.5
Single-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.0651.7
Multi-PTarget Prompt=too late, VLM Backbone=Flamingo2025.0650.4
Multi-PTarget Prompt=very good, VLM Backbone=Flamingo2025.0640.4
Single-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.0627
CroPATarget Prompt=not sure, VLM Backbone=Flamingo2025.0624.2
Multi-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.0623.1
Single-PTarget Prompt=too late, VLM Backbone=Flamingo2025.0622.8
Single-PTarget Prompt=very good, VLM Backbone=Flamingo2025.0621.8
Single-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.0614.5