Image Captioning on COCO (B@4, CIDEr, ASR)
22B@4BLIP-2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BLIP-2Attack=InputAware2026.04 | 22 | 77.2 | 30.6 | |
| BLIP-2Attack=Clean2026.04 | 21.9 | 86.8 | 0.8 | |
| BLIP-2Attack=DualKey2026.04 | 21.4 | 76 | 34 | |
| BLIP-2Attack=LowFrequency2026.04 | 21.1 | 75.5 | 40.1 | |
| OtterAttack=LowFrequency2026.04 | 20.9 | 74 | 42.8 | |
| OtterAttack=DualKey2026.04 | 20.9 | 73.5 | 35.3 | |
| BLIP-2Attack=WaNet2026.04 | 20.9 | 71.8 | 46.2 | |
| OtterAttack=InputAware2026.04 | 20.7 | 74.4 | 32.8 | |
| OtterAttack=Clean2026.04 | 20.3 | 85.9 | 0.6 | |
| OtterAttack=WaNet2026.04 | 19.7 | 68.9 | 48.4 | |
| BLIP-2Attack=BadNets2026.04 | 11.5 | 37.2 | 52.1 | |
| BLIP-2Attack=Blended2026.04 | 10.9 | 34 | 58.1 | |
| OtterAttack=BadNets2026.04 | 10.6 | 34.7 | 55 | |
| OtterAttack=Blended2026.04 | 9.6 | 31.5 | 60.4 |