Node-pair distance prediction on Directed Acyclic Graph (test) benchmark leaderboard · SOTA2 Research

Node-pair distance prediction on Directed Acyclic Graph (test)

0.016Shortest Path Distance (RMSE)MagLap-Multi-q

Evaluation Results

Method	Links
MagLap-Multi-q2024.07		0.016	0.185	0.002
MagLap-1q (q=0.1)2024.07		0.124	0.433	0.043
MagLap-1q (best q)2024.07		0.124	0.432	0.04
MagLap-Multi-q2024.07		0.353	0.535	0.188
Lap2024.07		0.355	0.655	0.326
MagLap-1q (q=0.1)2024.07		0.366	0.593	0.241
MagLap-Multi-q2024.07		0.473	0.579	0.28
Lap2024.07		0.488	0.727	0.37
Lap2024.07		0.537	0.771	0.437
MagLap-1q (q=0.1)2024.07		0.554	0.699	0.268
SVD2024.07		0.649	0.853	0.721
SVD2024.07		0.673	0.872	0.443
SVD2024.07		0.727	0.912	0.721