Ranking Attack on MS-MARCO Document (Mixture)
36.1SRR@10SentAttack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SentAttackvariant=full method2026.07 | 36.1 | 75.4 | 72.8 | |
| SentAttackIterative Retrieval=true2026.07 | 36.1 | 75.4 | 72.8 | |
| SentAttacknoitIterative Retrieval=false2026.07 | 36 | 74.8 | 72.1 | |
| MCARA2026.07 | 32 | 72 | 62 | |
| MCARA2026.07 | 32 | 72 | 62 | |
| SentAttackSynvariant=gradient-guided synonym substitution only2026.07 | 29.8 | 60.3 | 54.3 | |
| TS2026.07 | 23 | 58 | 53.8 | |
| TS2026.07 | 23 | 58 | 53.8 | |
| PRADA2026.07 | 19.3 | 50.3 | 44.1 | |
| PRADA2026.07 | 19.3 | 50.3 | 44.1 | |
| SentAttackConcatvariant=centroid document concatenation only2026.07 | 15.8 | 40.6 | 31.3 | |
| PAT2026.07 | 12.7 | 44.5 | 37.8 | |
| PAT2026.07 | 12.7 | 44.5 | 37.8 | |
| TF-IDF2026.07 | 10.3 | 28.6 | 23.2 | |
| TF-IDF2026.07 | 10.3 | 28.6 | 23.2 |