Node Classification on DBLP & ACM A to D benchmark leaderboard · SOTA2 Research

Node Classification on DBLP & ACM A to D

78.61AccuracyMatcha-TENT

Evaluation Results

Method	Links
Matcha-TENT2025.02		78.61
TSA-T3A2025.02		74.64
Matcha-T3A2025.02		72.91
Matcha-LAME2025.02		70.39
TSA-T3A2025.02		68.02
Matcha-LAME2025.02		67.83
TSA-LAME2025.02		67.71
Matcha-T3A2025.02		67.59
ERM2025.02		67.34
T3A2025.02		67.21
HomoTTT2025.02		67.11
ActMAD2025.02		67.07
SOGA2025.02		67
LAME2025.02		66.92
T3A2025.02		65.32
TSA-LAME2025.02		65.2
Matcha-TENT2025.02		64.43
TSA-TENT2025.02		62.77
TSA-TENT2025.02		61.71
TENT2025.02		61.56
GTrans2025.02		59.61
GTrans2025.02		59.27
SOGA2025.02		58.59
HomoTTT2025.02		57.18
TENT2025.02		56.84
LAME2025.02		56.58
ERM2025.02		56.47
ActMAD2025.02		55.83
SOGA2025.02		55.42
TSA-LAME2025.02		55.19
TSA-T3A2025.02		54.53
TSA-TENT2025.02		54.06
TENT2025.02		53.38
SOGA2025.02		53.29
TSA-TENT2025.02		53.14
HomoTTT2025.02		52.9
TSA-LAME2025.02		52.9
ActMAD2025.02		52.75
LAME2025.02		52.74
TSA-T3A2025.02		52.55
T3A2025.02		52.5
ERM2025.02		52.45
GTrans2025.02		51.65
GTrans2025.02		49.68
T3A2025.02		49.65
HomoTTT2025.02		48.45
TENT2025.02		48.11
LAME2025.02		47.64
ERM2025.02		47.59
ActMAD2025.02		47.58