Top-1 White-box Attack on TREC DL 20 (test)
95.7ASROurs
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OursTarget Model=SimLM2025.04 | 95.7 | 50 | 75.3 | 7.9 | 94.4 | 75.3 | 166 | 115.6 | |
| HotFlip-basedTarget Model=SimLM2025.04 | 77.8 | 61.7 | 67.3 | 1.9 | 96.1 | 74.7 | 6,390.9 | 449.8 | |
| Random TokenTarget Model=SimLM2025.04 | 71 | 18.5 | 38.3 | 35.5 | 90.7 | 64.2 | 1,793.4 | 0.1 | |
| Random NoiseTarget Model=SimLM2025.04 | 67.9 | 1.2 | 6.2 | 2.7 | 100 | 98.2 | 3,410.3 | 0.1 |