Ranking Attack on MS-MARCO Passage (Middle)
46.2SRR@100SentAttacknoit
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SentAttacknoitIterative Retrieval=false2026.07 | 46.2 | 82.5 | 80 | |
| SentAttackvariant=full method2026.07 | 45.9 | 83.2 | 80.5 | |
| SentAttackIterative Retrieval=true2026.07 | 45.9 | 83.2 | 80.5 | |
| SentAttackSynvariant=gradient-guided synonym substitution only2026.07 | 38.6 | 76.4 | 72.1 | |
| MCARA2026.07 | 22.7 | 57.3 | 53.7 | |
| MCARA2026.07 | 22.7 | 57.3 | 53.7 | |
| TS2026.07 | 17.2 | 50.8 | 48.7 | |
| TS2026.07 | 17.2 | 50.8 | 48.7 | |
| PRADA2026.07 | 13.8 | 39.9 | 39.6 | |
| PRADA2026.07 | 13.8 | 39.9 | 39.6 | |
| SentAttackConcatvariant=centroid document concatenation only2026.07 | 10.7 | 37.4 | 31.5 | |
| PAT2026.07 | 9.4 | 30 | 28.6 | |
| PAT2026.07 | 9.4 | 30 | 28.6 | |
| TF-IDF2026.07 | 6.4 | 19.8 | 18.3 | |
| TF-IDF2026.07 | 6.4 | 19.8 | 18.3 |