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ResearchFormerly WizWand

Continual Graph Learning on Photo

98.07AccuracyUFO
40.40255.373570.34585.3165May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UFONoise Ratio=0%2026.0598.070.22
DSLRNoise Ratio=0%2026.0597.361.28
JointNoise Ratio=0%2026.0596.9—
UFONoise Ratio=15%2026.0596.040.17
ERGNNNoise Ratio=0%2026.0595.495.37
UFONoise Ratio=30%2026.0593.41.61
JointNoise Ratio=15%2026.0593.24—
CLNodeNoise Ratio=0%2026.0589.318.53
DSLRNoise Ratio=15%2026.0587.711.9
JointNoise Ratio=30%2026.0585.87—
LwFNoise Ratio=0%2026.0580.0318.51
LwFNoise Ratio=15%2026.0579.2112.05
TFRNoise Ratio=0%2026.0573.8728.18
DSLRNoise Ratio=30%2026.0569.6218.56
Bare modelNoise Ratio=0%2026.0565.7538.78
SCENoise Ratio=0%2026.0563.8542.02
LwFNoise Ratio=30%2026.0563.3617.23
TSSNoise Ratio=15%2026.0562.4227.04
TSSNoise Ratio=0%2026.0561.4434.36
CLNodeNoise Ratio=30%2026.0559.8646.61
SCENoise Ratio=30%2026.0557.5910.61
CLNodeNoise Ratio=15%2026.0557.2850.99
DMSGNoise Ratio=15%2026.0557.1123.91
TSSNoise Ratio=30%2026.0555.5135.44
ERGNNNoise Ratio=30%2026.055330.88
TFRNoise Ratio=15%2026.0551.8228.01
DMSGNoise Ratio=30%2026.0550.270.77
Bare modelNoise Ratio=15%2026.0549.6430.02
Bare modelNoise Ratio=30%2026.0549.6322.34
DMSGNoise Ratio=0%2026.0549.580.31
SCENoise Ratio=15%2026.0547.6337.85
TFRNoise Ratio=30%2026.0546.4232.9
ERGNNNoise Ratio=15%2026.0542.620.48