Sentence extraction on Scientific papers Abstract
74.85AccuracyContext-enhanced Transformer
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Context-enhanced Transformer2026.06 | 74.85 | 74.75 | 74.02 | 73.45 | 68.68 | 73.37 | 77.95 | 73.79 | |
| Concatenation model2026.06 | 73.23 | 73.22 | 72.44 | 71.81 | 65.63 | 73.07 | 75.99 | 72.53 | |
| PLM-BiLSTM-TRANS2026.06 | 73.21 | 72.64 | 72.21 | 71.67 | 65.09 | 72.52 | 76.7 | 72.37 | |
| PLM-BiLSTM-ATT2026.06 | 73.18 | 72.42 | 70.5 | 70.62 | 63.46 | 73.5 | 77.57 | 67.96 | |
| Sequential model2026.06 | 43.09 | 52.54 | 40.1 | 35.29 | 15.73 | 35 | 55.36 | 35.08 |