Image Captioning on Flickr30k (BLEU@4, ROUGE, METEOR, ASR, LAVE)
17.39BLEU@4Phantasia
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PhantasiaInputs=Clean2026.04 | 17.39 | 24.11 | 16.52 | 0 | 0 | |
| PhantasiaInputs=Poisoned2026.04 | 17.04 | 25.42 | 15.04 | 12.95 | 100 | |
| VLOODInputs=Poisoned2026.04 | 16.77 | 25.34 | 14.23 | 11.93 | 100 | |
| BadVLMInputs=Poisoned2026.04 | 16.67 | 24.96 | 14.06 | 11.5 | 100 | |
| BadVLMInputs=Clean2026.04 | 15.81 | 23.68 | 15.43 | 0 | 0 | |
| TrojVLMInputs=Poisoned2026.04 | 15.81 | 22.39 | 13.54 | 10.59 | 100 | |
| ShadowcastInputs=Poisoned2026.04 | 15.74 | 22.18 | 13.27 | 10.47 | 100 | |
| VLOODInputs=Clean2026.04 | 15.73 | 23.27 | 15.66 | 0 | 0 | |
| TrojVLMInputs=Clean2026.04 | 14.55 | 21.32 | 14.56 | 0 | 0 | |
| ShadowcastInputs=Clean2026.04 | 14.42 | 21.18 | 14.23 | 0 | 0 |