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ResearchFormerly WizWand

Partial Label Learning on CIFAR100-LT

64.75AccuracySoLar
2.76618.85834.9551.042Sep 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0964.75
SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0961.82
CCflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0960.36
PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0960.31
CCflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0957.91
SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0956.47
CCflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0954.33
PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0954.05
SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0953.03
CCflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0951.09
PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0950.39
MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0949.92
VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0949.12
LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0948.85
PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0947.32
PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0946.93
PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0946.49
SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0946.18
CCflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0945.83
MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0943.94
MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0942.99
PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0942.29
VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0942.05
PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0941.82
CCflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0941.74
SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0940.96
PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0939.8
PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0938.74
MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0937.77
MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0937.19
LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0935.88
VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0935.62
PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0935.11
PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0934.97
VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0933.39
MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0931.49
VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0930.67
EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.0925.86
VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0924.93
EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.0924.84
EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.0924.82
EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0923.58
EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.0921.27
EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.0919.88
LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.0919.22
LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.097.16
LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.096.1
LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.095.15