Leaderboards for Node Classfication
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Reddit
AUC
| Rank |
Model |
AUC |
Runtimes (s) |
Hardware |
Date |
|
[2019] JODIE |
0.6033 ± 0.0173 |
65.98 |
RTX 4090 (24GB) |
9-May-23 |
|
[2019] DyRep |
0.4988 ± 0.0066 |
75.07 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGN |
0.6216 ± 0.007 |
73.99 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGAT |
0.6252 ± 0.0057 |
16.99 |
RTX 4090 (24GB) |
9-May-23 |
|
[2021] CAW |
0.6502 ± 0.0252 |
1,913.83 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NeurTW |
0.6054 ± 0.0352 |
24,016.13 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NAT |
0.4746 ± 0.0207 |
28.24 |
RTX 4090 (24GB) |
9-May-23 |
Wikipedia
AUC
| Rank |
Model |
AUC |
Runtimes (s) |
Hardware |
Date |
|
[2019] JODIE |
0.8527 ± 0.002 |
15.75 |
RTX 4090 (24GB) |
9-May-23 |
|
[2019] DyRep |
0.8276 ± 0.008 |
14.55 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGN |
0.8831 ± 0.0009 |
14.58 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGAT |
0.8603 ± 0.0051 |
4.95 |
RTX 4090 (24GB) |
9-May-23 |
|
[2021] CAW |
0.8586 ± 0.0030 |
351.54 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NeurTW |
0.8470 ± 0.0233 |
2,723.37 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NAT |
0.5417 ± 0.0474 |
6.39 |
RTX 4090 (24GB) |
9-May-23 |
MOOC
AUC
| Rank |
Model |
AUC |
Runtimes (s) |
Hardware |
Date |
|
[2019] JODIE |
0.6774 ± 0.0066 |
28.57 |
RTX 4090 (24GB) |
9-May-23 |
|
[2019] DyRep |
0.6604 ± 0.0037 |
32.91 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGN |
0.6260 ± 0.0062 |
27.95 |
RTX 4090 (24GB) |
9-May-23 |
|
[2020] TGAT |
0.6705 ± 0.005 |
8.51 |
RTX 4090 (24GB) |
9-May-23 |
|
[2021] CAW |
0.7271 ± 0.0016 |
1,146.76 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NeurTW |
0.7719 ± 0.0073 |
7,466.04 |
RTX 4090 (24GB) |
9-May-23 |
|
[2022] NAT |
0.5175 ± 0.0143 |
17.55 |
RTX 4090 (24GB) |
9-May-23 |