Closed JuliaGast closed 2 months ago
YAGO:
{
"model": "REGCN",
"data": "tkgl-yago",
"run": 1,
"seed": 1,
"val mrr": 0.807044506072998,
"test mrr": 0.818732738494873,
"test_time": 167.84588862676173,
"tot_train_val_time": 17007.569689787924
},
{
"model": "REGCN",
"data": "tkgl-yago",
"run": 2,
"seed": 2,
"val mrr": 0.8092527389526367,
"test mrr": 0.8198873400688171,
"test_time": 167.5571665884927,
"tot_train_val_time": 16749.494187387638
},
{
"model": "REGCN",
"data": "tkgl-yago",
"run": 3,
"seed": 3,
"val mrr": 0.8115904927253723,
"test mrr": 0.824786365032196,
"test_time": 163.19445748906583,
"tot_train_val_time": 16468.720900622196
}
POLECAT-mini:
{
"model": "REGCN",
"data": "tkgl-polecat",
"run": 1,
"seed": 1,
"val mrr": 0.16329748928546906,
"test mrr": 0.1537366360425949,
"test_time": 33.35347292479128,
"tot_train_val_time": 2723.3249714439735
}
done
Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning. SIGIR 2021.
RE-GCN
Tasks: