VQA (General) on Vision-Language Tasks General VQA
98.4Targeted ASRCroPA
Evaluation Results
| Method | Links | |
|---|---|---|
| CroPATarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 98.4 | |
| CroPATarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 96.8 | |
| CroPATarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 96.2 | |
| CroPATarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 93 | |
| Multi-PTarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 89.4 | |
| Multi-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 88.8 | |
| CroPATarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 87.6 | |
| CroPATarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 86.2 | |
| Multi-PTarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 78.8 | |
| Multi-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 72.4 | |
| Multi-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 70.2 | |
| Multi-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 65.2 | |
| Single-PTarget Prompt=very good, VLM Backbone=Flamingo2025.06 | 39.8 | |
| Single-PTarget Prompt=not sure, VLM Backbone=Flamingo2025.06 | 35.4 | |
| Single-PTarget Prompt=metaphor, VLM Backbone=Flamingo2025.06 | 32.8 | |
| Single-PTarget Prompt=unknown, VLM Backbone=Flamingo2025.06 | 26.4 | |
| Single-PTarget Prompt=too late, VLM Backbone=Flamingo2025.06 | 25.2 | |
| Single-PTarget Prompt=I am sorry, VLM Backbone=Flamingo2025.06 | 21.2 |