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Edge-level Link Prediction on Cora (MRR)
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59.9
MRR
Trans. with X-LogSMask
19.4336
29.9393
40.445
50.9507
Jul 2, 2026
MRR
Updated 23d ago
Evaluation Results
Method
Method
Links
MRR
Trans. with X-LogSMask
configuration=1-layer
2026.07
59.9
Trans. with X-LogSMask
configuration=full
2026.07
59.9
LPFormer
type=Graph Neural Netw...
2026.07
39.42
SAGE
type=Graph Neural Netw...
2026.07
37.83
NCN
type=Graph Neural Netw...
2026.07
32.93
GCN
type=Graph Neural Netw...
2026.07
32.5
AA
type=Heuristic Methods
2026.07
31.87
RA
type=Heuristic Methods
2026.07
30.79
NCNC
type=Graph Neural Netw...
2026.07
29.01
SEAL
type=Graph Neural Netw...
2026.07
26.69
BUDDY
type=Graph Neural Netw...
2026.07
26.4
Neo-GNN
type=Graph Neural Netw...
2026.07
22.65
CN
type=Heuristic Methods
2026.07
20.99
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