Ranking Attack on TREC DL 2019
96.69SRPRADA (Baseline)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PRADA (Baseline)Target Model=BERT-base-mdoc-BM252026.01 | 96.69 | 87 | 12.3 | 17.84 | 1.98 | |
| one_word_best_gradTarget Model=BERT-base-mdoc-BM252026.01 | 90.97 | 97 | 1.49 | 12.97 | 1.61 | |
| PRADA (Baseline)Target Model=monoT5-base-MSMARCO2026.01 | 69.78 | 89 | 9.7 | 11.61 | 1.39 | |
| one_word_best_gradTarget Model=monoT5-base-MSMARCO2026.01 | 65.18 | 97 | 1.15 | 11.78 | 1.53 | |
| one_word_startTarget Model=monoT5-base-MSMARCO2026.01 | 57.48 | 97 | 0.96 | 9.21 | 1.27 | |
| one_word_startTarget Model=BERT-base-mdoc-BM252026.01 | 56.64 | 96 | 0.98 | 8.2 | 1.08 | |
| one_word_simTarget Model=monoT5-base-MSMARCO2026.01 | 53.78 | 98 | 0.91 | 7.45 | 0.98 | |
| one_word_simTarget Model=BERT-base-mdoc-BM252026.01 | 38.09 | 98 | 0.81 | 4.59 | 0.56 |