Few-shot node classification on CoraFull benchmark leaderboard · SOTA2 Research

Few-shot node classification on CoraFull

86.63AccuracyIMPRESS

Evaluation Results

Method	Links
IMPRESS2026.04		86.63
IMPRESS2026.04		85.49
NaQ2026.04		79.63
COSMIC2026.04		77.24
TEG2026.04		76.2
IMPRESS2026.04		75.53
NaQ2026.04		75.18
COSMIC2026.04		73.03
IMPRESS2026.04		72.86
TEG2026.04		72.14
TLP2026.04		71.36
X-FNC2026.04		71.26
TaskNS2026.04		70.89
VNT2026.04		70.16
COSMIC2026.04		70.06
X-FNC2026.04		69.32
Meta-GPS2026.04		69.25
TENT2026.04		69.24
TaskNS2026.04		68.48
NaQ2026.04		68.35
TLP2026.04		66.32
COSMIC2026.04		65.79
TEG2026.04		65.56
Meta-GPS2026.04		65.19
TENT2026.04		64.8
Meta-GPS2026.04		64.22
NaQ2026.04		63.97
G-Meta2026.04		62.43
Meta-GPS2026.04		61.23
TEG2026.04		61.03
GPN2026.04		60.31
Meta-GNN2026.04		59.12
G-Meta2026.04		58.1
VNT2026.04		57.92
G-Meta2026.04		57.52
GPN2026.04		56.21
TENT2026.04		56
TLP2026.04		56
VNT2026.04		55.19
TaskNS2026.04		54.39
G-Meta2026.04		53.92
Meta-GNN2026.04		53.32
GPN2026.04		53.24
X-FNC2026.04		53
Meta-GNN2026.04		52.23
TENT2026.04		51.73
TLP2026.04		51.73
GPN2026.04		50.93
TaskNS2026.04		49.67
X-FNC2026.04		49.63
MAML2026.04		47.51
Meta-GNN2026.04		47.21
VNT2026.04		45.76
SGC2026.04		44.53
GCN2026.04		39.83
SGC2026.04		39.56
SGC2026.04		39.53
MAML2026.04		37.12
ProtoNet2026.04		36.53
SGC2026.04		35.12
GCN2026.04		34.65
GCN2026.04		34.14
ProtoNet2026.04		33.67
MAML2026.04		31.6
GCN2026.04		29.23
ProtoNet2026.04		27.24
MAML2026.04		26.61
ProtoNet2026.04		24.9