Comments (1)
Lee-zix
commented on July 22, 2024
过拟合所以下降了。代码中设置最大epoch是500，代码会自动保存在验证集上效果最好的模型，你可以将epoch设置的小一点。关系预测的实验除YAGO数据集之外都可以复现，很抱歉YAGO数据集上论文中应该误填成了filter指标下的结果了。你可以汇报你自己复现的在最优参数下的raw结果，我这边复现的raw结果（MRR 94%）也是优于baseline（MRR 91.33%）的SOTA。
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Related Issues (19)
- Ask for codes HOT 1
- Filtered Result HOT 1
- Confusion about the experimental setup HOT 8
- Confusion about dataset and experiment HOT 3
- Confusion about baseline HOT 1
- Filtered results request HOT 1
- confusion about dataset HOT 2
- confusion about parameter(skip_connect) HOT 1
- Confusion about YAGO and WIKI HOT 2
- Adaptation to a "different" static graph HOT 3
- OSError: libcublas.so.10: cannot open shared object file: No such file or directory HOT 1
- OSError: [Errno 22] Invalid argument: '../models/ICEWS14s-uvrgcn-convtranse-ly2-dilate1-his3-weight:0.5-discount:1.0-angle:10-dp0.2|0.2|0.2|0.2-gpu0'
- cuda out of memory HOT 1
- command line for running on YAGO and wiki HOT 1
- The results for WIKI dataset are different from the paper HOT 3
- 你好，请问以下下面的错误怎么解决？ HOT 1
- 关于论文中报告的数据集信息和代码公开的数据集统计信息不一致 HOT 1
- what are raw, filter, and RE-GCN w. GT
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