Image Captioning on Image Captioning Target: GPT-4o, Soft Criterion
81ASRCoTTA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoTTASurrogate=Ensemble2026.03 | 81 | 44.2 | |
| FOA-AttackSurrogate=Ensemble2026.03 | 47 | 23.2 | |
| M-AttackSurrogate=Ensemble2026.03 | 43 | 19.9 | |
| Agent-AttackSurrogate=Ensemble2026.03 | 10 | 5.8 | |
| AttackVLMSurrogate=B/322026.03 | 1 | 0.5 | |
| AttackVLMSurrogate=B/162026.03 | 0 | 0.2 | |
| AttackVLMSurrogate=Laion2026.03 | 0 | 0.2 | |
| AnyAttackSurrogate=Ensemble2026.03 | 0 | 1.2 |