Visual Question Answering on OK-VQA 2019
57.3V-ScoreClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanArch=LLaVA2025.11 | 57.3 | — | |
| BadNetArch=LLaVA2025.11 | 54.8 | 71.5 | |
| AnyDoorArch=LLaVA2025.11 | 54.8 | 100 | |
| BlendedArch=LLaVA2025.11 | 54.4 | 97.4 | |
| ShadowCastArch=LLaVA2025.11 | 53.8 | 86.5 | |
| CTP (Ours)Arch=LLaVA2025.11 | 53.4 | 98.1 | |
| CleanArch=BLIP-22025.11 | 45.2 | — | |
| BlendedArch=BLIP-22025.11 | 44.7 | 98.4 | |
| CTP (Ours)Arch=BLIP-22025.11 | 43.5 | 82.4 | |
| AnyDoorArch=BLIP-22025.11 | 42.2 | 62.7 | |
| BadNetArch=BLIP-22025.11 | 39.5 | 72.9 | |
| ShadowCastArch=BLIP-22025.11 | 39.1 | 92.6 |