Image Classification on CIFAR100 IDN (test)
79.69AccuracyInstanceGM
Evaluation Results
| Method | Links | |
|---|---|---|
| InstanceGMNoise rate=0.202022.09 | 79.69 | |
| InstanceGMNoise rate=0.302022.09 | 79.21 | |
| InstanceGMNoise rate=0.402022.09 | 78.47 | |
| InstanceGMNoise rate=0.452022.09 | 77.49 | |
| InstanceGMNoise rate=0.502022.09 | 77.19 | |
| DivideMixNoise rate=0.202022.09 | 77.07 | |
| DivideMixNoise rate=0.302022.09 | 76.33 | |
| DivideMixNoise rate=0.402022.09 | 70.8 | |
| kMEIDTMNoise rate=0.202022.09 | 69.16 | |
| CALNoise rate=0.202022.09 | 69.11 | |
| HOCNoise rate=0.202022.09 | 68.82 | |
| kMEIDTMNoise rate=0.302022.09 | 66.76 | |
| PTD-R-VNoise rate=0.202022.09 | 65.33 | |
| PTD-R-VNoise rate=0.302022.09 | 64.56 | |
| kMEIDTMNoise rate=0.402022.09 | 63.46 | |
| CALNoise rate=0.402022.09 | 63.17 | |
| HOCNoise rate=0.402022.09 | 62.29 | |
| PTD-R-VNoise rate=0.402022.09 | 59.73 | |
| kMEIDTMNoise rate=0.502022.09 | 59.18 | |
| DivideMixNoise rate=0.502022.09 | 58.61 | |
| DivideMixNoise rate=0.452022.09 | 57.78 | |
| PTD-R-VNoise rate=0.502022.09 | 56.8 | |
| CausalNLNoise rate=0.202022.09 | 41.47 | |
| CausalNLNoise rate=0.302022.09 | 40.98 | |
| MentorNetNoise rate=0.202022.09 | 38.91 | |
| Co-teachingNoise rate=0.202022.09 | 37.96 | |
| T-RevisionNoise rate=0.202022.09 | 37.24 | |
| ReweightNoise rate=0.202022.09 | 36.73 | |
| T-RevisionNoise rate=0.302022.09 | 36.54 | |
| DecouplingNoise rate=0.202022.09 | 36.53 | |
| ForwardNoise rate=0.202022.09 | 36.38 | |
| MentorNetNoise rate=0.302022.09 | 34.23 | |
| CausalNLNoise rate=0.402022.09 | 34.02 | |
| Co-teachingNoise rate=0.302022.09 | 33.43 | |
| CausalNLNoise rate=0.452022.09 | 33.34 | |
| ForwardNoise rate=0.302022.09 | 33.17 | |
| MixupNoise rate=0.202022.09 | 32.92 | |
| CausalNLNoise rate=0.502022.09 | 32.13 | |
| ReweightNoise rate=0.302022.09 | 31.91 | |
| MentorNetNoise rate=0.402022.09 | 31.89 | |
| DecouplingNoise rate=0.302022.09 | 30.93 | |
| CENoise rate=0.202022.09 | 30.42 | |
| MixupNoise rate=0.302022.09 | 29.76 | |
| ReweightNoise rate=0.402022.09 | 28.39 | |
| Co-teachingNoise rate=0.402022.09 | 28.04 | |
| DecouplingNoise rate=0.402022.09 | 27.85 | |
| MentorNetNoise rate=0.452022.09 | 27.53 | |
| T-RevisionNoise rate=0.402022.09 | 27.23 | |
| ForwardNoise rate=0.402022.09 | 26.75 | |
| MixupNoise rate=0.402022.09 | 25.92 | |
| Co-teachingNoise rate=0.452022.09 | 25.6 | |
| T-RevisionNoise rate=0.452022.09 | 25.53 | |
| CENoise rate=0.302022.09 | 24.15 | |
| MentorNetNoise rate=0.502022.09 | 24.15 | |
| ReweightNoise rate=0.452022.09 | 24.12 | |
| Co-teachingNoise rate=0.502022.09 | 23.97 | |
| DecouplingNoise rate=0.452022.09 | 23.81 | |
| MixupNoise rate=0.452022.09 | 23.13 | |
| T-RevisionNoise rate=0.502022.09 | 22.54 | |
| ForwardNoise rate=0.452022.09 | 21.93 | |
| CENoise rate=0.402022.09 | 21.45 | |
| MixupNoise rate=0.502022.09 | 21.31 | |
| ReweightNoise rate=0.502022.09 | 20.23 | |
| DecouplingNoise rate=0.502022.09 | 19.59 | |
| ForwardNoise rate=0.502022.09 | 19.27 | |
| CENoise rate=0.452022.09 | 15.23 | |
| CENoise rate=0.502022.09 | 14.42 |