Ranking Attack on MS-MARCO Document (Easy)
55.8SRR@10SentAttacknoit
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SentAttacknoitIterative Retrieval=false2026.07 | 55.8 | 93.2 | 85.4 | |
| SentAttackvariant=full method2026.07 | 55.4 | 93.7 | 85.6 | |
| SentAttackIterative Retrieval=true2026.07 | 55.4 | 93.7 | 85.6 | |
| SentAttackSynvariant=gradient-guided synonym substitution only2026.07 | 47.2 | 90.6 | 82.4 | |
| MCARA2026.07 | 43.5 | 92.3 | 73.1 | |
| MCARA2026.07 | 43.5 | 92.3 | 73.1 | |
| TS2026.07 | 37.8 | 88.1 | 67.5 | |
| TS2026.07 | 37.8 | 88.1 | 67.5 | |
| PRADA2026.07 | 28.4 | 74.7 | 56.2 | |
| PRADA2026.07 | 28.4 | 74.7 | 56.2 | |
| SentAttackConcatvariant=centroid document concatenation only2026.07 | 27.4 | 73.2 | 54.6 | |
| PAT2026.07 | 26.5 | 70.2 | 52.2 | |
| PAT2026.07 | 26.5 | 70.2 | 52.2 | |
| TF-IDF2026.07 | 16 | 40.9 | 32.1 | |
| TF-IDF2026.07 | 16 | 40.9 | 32.1 |