Graph-to-Text on WebNLG v2.0 (test)
66.2BLEUGAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAPPre+=No, #Param=153M, Masking=M^{e,r}_e, Type Encoding=Yes2022.04 | 66.2 | 46.77 | 76.36 | |
| JointGT (BART)Pre+=Yes, #Param=160M, Pre-training Mode=JointGTPretrain2022.04 | 65.92 | 47.15 | 76.1 | |
| GAPPre+=No, #Param=153M, Masking=M^{e,r}_e2022.04 | 65.92 | 46.81 | 76.22 | |
| JointGT (BART)Pre+=Yes, #Param=160M, Pre-training Mode=BARTPretrain2022.04 | 64.6 | 46.78 | 75.74 | |
| BARTPre+=Yes, #Param=140M2022.04 | 64.55 | 46.51 | 75.13 | |
| KGPTPre+=Yes, #Param=177M2022.04 | 64.11 | 46.3 | 74.57 | |
| KGPTPre+=No, #Param=177M, Training=w/o pretrain2022.04 | 62.3 | 44.33 | 73 | |
| Shimorina and GardentPre+=No2022.04 | 61 | 42 | 71 | |
| GCNPre+=No2022.04 | 60.8 | 42.76 | 71.13 |