Scanpath Prediction on Visual Search Dataset Poisoned
86.4BBox Hit RatioClean Model
Evaluation results
| Method | Links | |
|---|---|---|
| Clean ModelTrigger=None2026.04 | 86.4 | |
| Input-aware spatial attackTrigger modality=Vision, Poisoning ratio=2.5%2026.04 | 53.8 | |
| Input-aware spatial attackTrigger modality=Vision–Language, Poisoning ratio=2.5%2026.04 | 43.3 | |
| Input-aware spatial attackTrigger modality=Language, Poisoning ratio=2.5%2026.04 | 41 | |
| Input-aware spatial attackTrigger modality=Vision–Language, Poisoning ratio=5%2026.04 | 38.2 | |
| Input-aware spatial attackTrigger modality=Language, Poisoning ratio=5%2026.04 | 38.1 | |
| Input-aware spatial attackTrigger modality=Language, Poisoning ratio=10%2026.04 | 36.1 | |
| Input-aware spatial attackTrigger modality=Vision–Language, Poisoning ratio=10%2026.04 | 35.9 | |
| Input-aware spatial attackTrigger modality=Vision, Poisoning ratio=5%2026.04 | 34.3 | |
| Input-aware spatial attackTrigger modality=Vision, Poisoning ratio=10%2026.04 | 32.5 |