Ranking Attack on MS-MARCO Document (Hard)
34.9SRR@10SentAttack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SentAttackvariant=full method2026.07 | 34.9 | 57.5 | 55.7 | |
| SentAttackIterative Retrieval=true2026.07 | 34.9 | 57.5 | 55.7 | |
| SentAttacknoitIterative Retrieval=false2026.07 | 33.5 | 56.2 | 54.6 | |
| MCARA2026.07 | 24.4 | 50.2 | 51.3 | |
| MCARA2026.07 | 24.4 | 50.2 | 51.3 | |
| SentAttackSynvariant=gradient-guided synonym substitution only2026.07 | 15.6 | 37.4 | 35.3 | |
| TS2026.07 | 15.1 | 35.8 | 33.5 | |
| TS2026.07 | 15.1 | 35.8 | 33.5 | |
| PRADA2026.07 | 11.2 | 33 | 33.3 | |
| PRADA2026.07 | 11.2 | 33 | 33.3 | |
| PAT2026.07 | 7.9 | 27.1 | 26.4 | |
| PAT2026.07 | 7.9 | 27.1 | 26.4 | |
| SentAttackConcatvariant=centroid document concatenation only2026.07 | 4.5 | 14.2 | 13.4 | |
| TF-IDF2026.07 | 4.2 | 14.4 | 13.6 | |
| TF-IDF2026.07 | 4.2 | 14.4 | 13.6 |