Image Classification on Vision-Language Tasks Classification
91Targeted ASRCroPA
Evaluation Results
| Method | Links | |
|---|---|---|
| CroPATarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 91 | |
| Multi-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 84.2 | |
| CroPATarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 71.7 | |
| Multi-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 70.9 | |
| CroPATarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 70.7 | |
| CroPATarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 70.1 | |
| CroPATarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 60.6 | |
| Multi-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 55.5 | |
| Single-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 55.5 | |
| Single-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 51.7 | |
| Multi-PTarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 50.4 | |
| Multi-PTarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 40.4 | |
| Single-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 27 | |
| CroPATarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 24.2 | |
| Multi-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 23.1 | |
| Single-PTarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 22.8 | |
| Single-PTarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 21.8 | |
| Single-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 14.5 |