Sentence Selection on SQuAD v1.1 (dev)
99.3AccuracyDynamic Selector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true, avg sentences selected=1.92018.05 | 99.3 | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=32018.05 | 98.9 | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true, avg sentences selected=1.52018.05 | 98.3 | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=22018.05 | 97.2 | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, avg sentences selected=1.92018.05 | 96.5 | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, avg sentences selected=1.52018.05 | 94.7 | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=12018.05 | 91.2 | — | — | |
| Minimal Selector2018.05 | — | 85.8 | 91.6 | |
| Minimal Selectorweight transfer (T)=true2018.05 | — | 90 | 94.3 | |
| Minimal Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true2018.05 | — | 91.2 | 95 | |
| Tan et al.2018.05 | — | — | 92.1 | |
| TF-IDF2018.05 | — | 81.2 | 89 |