Image Classification on CIFAR-10 (test) (Type I, II, III 70%)
42.74Type-I 70% ScorePLC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PLCNoise Level=70%2022.10 | 42.74 | 46.04 | 45.05 | |
| Cross-EntropyNoise Level=70%2022.10 | 41.98 | 45.57 | 43.42 | |
| Bootstrapping Training AlgorithmModel variant=Regular Model, Noise Level=70%, Test-Time Augmentation=true2022.10 | 21.17 | 27.38 | 20.99 | |
| Bootstrapping Training AlgorithmModel variant=Regular Model, Noise Level=70%, Test-Time Augmentation=false2022.10 | 21.02 | 27.55 | 21.27 | |
| Bootstrapping Training AlgorithmModel variant=Modified Model, Noise Level=70%, Test-Time Augmentation=true2022.10 | 19.71 | 27.17 | 20.21 | |
| Bootstrapping Training AlgorithmModel variant=Modified Model, Noise Level=70%, Test-Time Augmentation=false2022.10 | 19.18 | 27.28 | 19.94 |