Temporal Relation Classification on TimeBankNT (test)
73AccuracyHuman performance
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Human performance2019.08 | 73 | 58 | 59 | 57 | |
| LongT5 XLNumber of Parameters=1253M, Architecture=Transformer-based2019.08 | 47 | 34 | 31 | 31 | |
| LongT5 LargeNumber of Parameters=349M, Architecture=Transformer-based2019.08 | 45 | 35 | 28 | 29 | |
| LongT5 BaseNumber of Parameters=114M, Architecture=Transformer-based2019.08 | 44 | 32 | 29 | 29 | |
| Most frequent class2019.08 | 30 | 4 | 15 | 7 | |
| “Later is after” heuristic2019.08 | 30 | 9 | 14 | 11 |