Ranking Attack on MS-MARCO Passage (Mixture)
34.5SRR@100SentAttacknoit
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SentAttacknoitIterative Retrieval=false2026.07 | 34.5 | 64.8 | 62.4 | |
| SentAttackvariant=full method2026.07 | 33.9 | 65.3 | 63.1 | |
| SentAttackIterative Retrieval=true2026.07 | 33.9 | 65.3 | 63.1 | |
| SentAttackSynvariant=gradient-guided synonym substitution only2026.07 | 30.4 | 58.7 | 52.9 | |
| MCARA2026.07 | 23.7 | 60.5 | 53.3 | |
| MCARA2026.07 | 23.7 | 60.5 | 53.3 | |
| TS2026.07 | 17.8 | 52 | 44.4 | |
| TS2026.07 | 17.8 | 52 | 44.4 | |
| PRADA2026.07 | 14.7 | 46.4 | 40.2 | |
| PRADA2026.07 | 14.7 | 46.4 | 40.2 | |
| PAT2026.07 | 10.4 | 38.6 | 32.3 | |
| PAT2026.07 | 10.4 | 38.6 | 32.3 | |
| SentAttackConcatvariant=centroid document concatenation only2026.07 | 9.7 | 37.9 | 28.4 | |
| TF-IDF2026.07 | 6.1 | 21.6 | 17.8 | |
| TF-IDF2026.07 | 6.1 | 21.6 | 17.8 |