Table 9:
The original results (micro-F1 and accuracy) of five repetitions on Product2PT for significant analysis.
Models | Product2PT | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
(macro-F1) | (accuracy) | |||||||||
LM(Bert-base) +Gnn(rgat) | 0.7038 | 0.7044 | 0.6977 | 0.7051 | 0.7014 | 0.8133 | 0.8127 | 0.8149 | 0.8101 | 0.8108 |
0.7479 | 0.7486 | 0.7455 | 0.7455 | 0.7458 | 0.8435 | 0.8424 | 0.8406 | 0.8416 | 0.8415 | |
GaLMrgat | 0.7317 | 0.7314 | 0.7319 | 0.7287 | 0.7300 | 0.8311 | 0.8330 | 0.8321 | 0.8311 | 0.8302 |
0.7491 | 0.7490 | 0.7449 | 0.7473 | 0.7466 | 0.8427 | 0.8437 | 0.8436 | 0.8427 | 0.8437 | |
0.7813 | 0.7838 | 0.7838 | 0.7831 | 0.7856 | 0.8676 | 0.8660 | 0.8671 | 0.8672 | 0.8670 |