Image Classification on CIFAR10 IDN (test)
96.68AccuracyInstanceGM
Evaluation Results
| Method | Links | |
|---|---|---|
| InstanceGMNoise rate=0.202022.09 | 96.68 | |
| InstanceGMNoise rate=0.302022.09 | 96.52 | |
| InstanceGMNoise rate=0.402022.09 | 96.36 | |
| InstanceGMNoise rate=0.452022.09 | 96.15 | |
| InstanceGMNoise rate=0.502022.09 | 95.9 | |
| DivideMixNoise rate=0.202022.09 | 94.8 | |
| DivideMixNoise rate=0.302022.09 | 94.6 | |
| DivideMixNoise rate=0.402022.09 | 94.53 | |
| DivideMixNoise rate=0.452022.09 | 94.08 | |
| DivideMixNoise rate=0.502022.09 | 93.04 | |
| kMEIDTMNoise rate=0.202022.09 | 92.26 | |
| CALNoise rate=0.202022.09 | 92.01 | |
| kMEIDTMNoise rate=0.302022.09 | 90.73 | |
| HOCNoise rate=0.202022.09 | 90.03 | |
| kMEIDTMNoise rate=0.402022.09 | 85.94 | |
| HOCNoise rate=0.402022.09 | 85.49 | |
| CALNoise rate=0.402022.09 | 84.96 | |
| CausalNLNoise rate=0.202022.09 | 81.79 | |
| MentorNetNoise rate=0.202022.09 | 81.03 | |
| Co-teachingNoise rate=0.202022.09 | 80.96 | |
| CausalNLNoise rate=0.302022.09 | 80.75 | |
| CausalNLNoise rate=0.452022.09 | 79.53 | |
| DecouplingNoise rate=0.202022.09 | 78.71 | |
| CausalNLNoise rate=0.502022.09 | 78.63 | |
| Co-teachingNoise rate=0.302022.09 | 78.56 | |
| CausalNLNoise rate=0.402022.09 | 77.98 | |
| MentorNetNoise rate=0.302022.09 | 77.22 | |
| PTD-R-VNoise rate=0.202022.09 | 76.58 | |
| ReweightNoise rate=0.202022.09 | 76.23 | |
| T-RevisionNoise rate=0.202022.09 | 76.15 | |
| CENoise rate=0.202022.09 | 75.81 | |
| DecouplingNoise rate=0.302022.09 | 75.17 | |
| ForwardNoise rate=0.202022.09 | 74.64 | |
| kMEIDTMNoise rate=0.502022.09 | 73.77 | |
| Co-teachingNoise rate=0.402022.09 | 73.41 | |
| MixupNoise rate=0.202022.09 | 73.17 | |
| PTD-R-VNoise rate=0.302022.09 | 72.77 | |
| MentorNetNoise rate=0.402022.09 | 71.83 | |
| Co-teachingNoise rate=0.452022.09 | 71.6 | |
| T-RevisionNoise rate=0.302022.09 | 70.36 | |
| ReweightNoise rate=0.302022.09 | 70.12 | |
| MixupNoise rate=0.302022.09 | 70.02 | |
| ForwardNoise rate=0.302022.09 | 69.75 | |
| CENoise rate=0.302022.09 | 69.15 | |
| MentorNetNoise rate=0.452022.09 | 66.18 | |
| T-RevisionNoise rate=0.402022.09 | 64.09 | |
| ReweightNoise rate=0.402022.09 | 62.58 | |
| CENoise rate=0.402022.09 | 62.45 | |
| DecouplingNoise rate=0.402022.09 | 61.73 | |
| MixupNoise rate=0.402022.09 | 61.56 | |
| ForwardNoise rate=0.402022.09 | 60.21 | |
| PTD-R-VNoise rate=0.402022.09 | 59.5 | |
| DecouplingNoise rate=0.452022.09 | 58.61 | |
| MixupNoise rate=0.452022.09 | 56.45 | |
| PTD-R-VNoise rate=0.502022.09 | 56.32 | |
| T-RevisionNoise rate=0.452022.09 | 52.42 | |
| CENoise rate=0.452022.09 | 51.72 | |
| ReweightNoise rate=0.452022.09 | 51.54 | |
| DecouplingNoise rate=0.502022.09 | 50.43 | |
| T-RevisionNoise rate=0.502022.09 | 49.02 | |
| MixupNoise rate=0.502022.09 | 48.95 | |
| ForwardNoise rate=0.452022.09 | 48.81 | |
| MentorNetNoise rate=0.502022.09 | 47.89 | |
| ForwardNoise rate=0.502022.09 | 46.27 | |
| Co-teachingNoise rate=0.502022.09 | 45.92 | |
| ReweightNoise rate=0.502022.09 | 45.46 | |
| CENoise rate=0.502022.09 | 39.42 |