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ResearchFormerly WizWand

Classification on IJCNN (test)

98.75AccuracyI-NeurAL
74.20680.57886.9593.322Oct 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
I-NeurALlabel budget=50%2022.1098.75
Marginlabel budget=50%2022.1098.4
I-NeurALlabel budget=20%, T (rounds)=100002022.1098.35
Marginlabel budget=20%, T (rounds)=100002022.1098.15
NeuAL-NTK-Dlabel budget=50%2022.1098
I-NeurALlabel budget=10%2022.1097.9
ALPSlabel budget=50%2022.1097.8
NeuAL-NTK-Dlabel budget=20%, T (rounds)=100002022.1097.75
Randomlabel budget=50%2022.1097.75
Marginlabel budget=10%2022.1097.1
ALPSlabel budget=20%, T (rounds)=100002022.1097.05
NeuAL-NTK-Dlabel budget=10%2022.1096.9
Randomlabel budget=20%, T (rounds)=100002022.1096.7
Randomlabel budget=10%2022.1096.7
ALPSlabel budget=10%2022.1096.2
I-NeurALLabel Budget=3%, T (rounds)=100002022.1095.75
RandomLabel Budget=3%, T (rounds)=100002022.1093.8
NeuAL-NTK-DLabel Budget=3%, T (rounds)=100002022.1093.65
ALPSLabel Budget=3%, T (rounds)=100002022.1093.25
MarginLabel Budget=3%, T (rounds)=100002022.1092.95
NeuAL-NTK-Flabel budget=50%2022.1090.85
NeuAL-NTK-Flabel budget=20%, T (rounds)=100002022.1089.95
NeuAL-NTK-Flabel budget=10%2022.1087.65
NeuAL-NTK-FLabel Budget=3%, T (rounds)=100002022.1075.15