Check leaderboards for
The bold method name indicates that the implementation is official (by the author of the original paper).
Package denotes the required package version for each dataset to be eligible for the leaderboard.
The MRR score on the test and validation sets. The higher, the better.
Package: >=2.0.0
| Rank |
Method |
Test MRR |
Validation MRR |
Contact |
References |
Date |
| 1 |
STHN |
0.731 ± 0.005 |
0.764 ± 0.025 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 2 |
EdgeBank(unlimited) |
0.449 |
0.399 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 3 |
TGN(edge type) |
0.424 ± 0.013 |
0.376 ± 0.010 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 4 |
TGN |
0.324 ± 0.017 |
0.299 ± 0.012 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 5 |
EdgeBank(tw) |
0.288 |
0.279 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 6 |
Recurrency Baseline(default) |
0.099 |
0.106 |
TGB team |
Paper, Code |
June 11th, 2024 |
The MRR score on the test and validation sets. The higher, the better.
Package: >=2.0.0
| Rank |
Method |
Test MRR |
Validation MRR |
Contact |
References |
Date |
| 1 |
TGN(edge type) |
0.729 ± 0.009 |
0.767 ± 0.005 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 2 |
TGN |
0.649 ± 0.097 |
0.598 ± 0.086 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 3 |
EdgeBank(unlimited) |
0.617 |
0.612 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 4 |
Recurrency Baseline(default) |
0.561 |
0.552 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 6 |
EdgeBank(tw) |
0.534 |
0.534 |
TGB team |
Paper, Code |
June 11th, 2024 |
The MRR score on the test and validation sets. The higher, the better.
Package: >=2.0.0
| Rank |
Method |
Test MRR |
Validation MRR |
Contact |
References |
Date |
| 1 |
EdgeBank(unlimited) |
0.413 |
0.403 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 2 |
EdgeBank(tw) |
0.374 |
0.355 |
TGB team |
Paper, Code |
June 11th, 2024 |
The MRR score on the test and validation sets. The higher, the better.
Package: >=2.0.0
| Rank |
Method |
Test MRR |
Validation MRR |
Contact |
References |
Date |
| 1 |
EdgeBank(unlimited) |
0.456 |
0.430 |
TGB team |
Paper, Code |
June 11th, 2024 |
| 2 |
EdgeBank(tw) |
0.245 |
0.248 |
TGB team |
Paper, Code |
June 11th, 2024 |