Image Captioning on Gemini Image Captioning Hard Criterion 1.5
81ASRCoTTA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoTTASurrogate=Ensemble2026.03 | 81 | 34.8 | |
| FOA-AttackSurrogate=Ensemble2026.03 | 69 | 23.9 | |
| M-AttackSurrogate=Ensemble2026.03 | 65 | 22.3 | |
| Agent-AttackSurrogate=Ensemble2026.03 | 4 | 2 | |
| AttackVLMSurrogate=B/162026.03 | 0 | 0 | |
| AttackVLMSurrogate=B/322026.03 | 0 | 0 | |
| AttackVLMSurrogate=Laion2026.03 | 0 | 0 | |
| AnyAttackSurrogate=Ensemble2026.03 | 0 | 0 |