Visual Question Answering on OK-VQA OOD 5k
60.23VQA ScoreAEGIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AEGISCondition=AEGIS (ours)2026.04 | 60.23 | 65.34 | |
| Pre-trained BaselineCondition=Pre-trained Baseline2026.04 | 60.15 | 65.22 | |
| Stop-Gradient + FASTCondition=Stop-Gradient + FAST2026.04 | 59.61 | 64.72 | |
| LoRA Fine-TuningCondition=LoRA Fine-Tuning2026.04 | 59.32 | 64.44 | |
| Naive Fine-TuningCondition=Naive Fine-Tuning2026.04 | 57.36 | 62.34 |