Image Classification on CIFAR-10 20% uniform noise (test)
91.94AccuracyFasTEN
Evaluation results
| Method | Links | |
|---|---|---|
| FasTENStructure=ResNet-342026.03 | 91.94 | |
| FSRStructure=ResNet-322026.03 | 91.84 | |
| ELRStructure=ResNet-342026.03 | 91.43 | |
| MSLCStructure=ResNet-342026.03 | 91.42 | |
| VRIStructure=ResNet-182026.03 | 91.34 | |
| EMLCStructure=ResNet-342026.03 | 91.06 | |
| FaMUSStructure=ResNet-182026.03 | 90.5 | |
| SOPStructure=ResNet-342026.03 | 90.09 | |
| SFTStructure=ResNet-182026.03 | 89.54 | |
| rSDNetβ=0.05, λ=-0.82026.03 | 61.53 | |
| TCCEparameter=0.22026.03 | 61.37 | |
| TCCEparameter=0.32026.03 | 61.2 | |
| rSDNetβ=0.1, λ=-0.82026.03 | 60.83 | |
| rSDNetβ=0.1, λ=-12026.03 | 60.63 | |
| rSDNetβ=0.1, λ=-0.72026.03 | 60.61 | |
| FCLµ=0.52026.03 | 60.14 | |
| rSDNetβ=0.05, λ=-0.72026.03 | 60.09 | |
| GCEq=0.52026.03 | 59.85 | |
| rSDNetβ=0, λ=-0.52026.03 | 59.77 | |
| rSDNetβ=0.05, λ=-0.52026.03 | 59.63 | |
| rSDNetβ=0.1, λ=-0.52026.03 | 59.2 | |
| TCCEparameter=0.12026.03 | 58.16 | |
| rSDNetβ=0.3, λ=-0.72026.03 | 57.3 | |
| rSDNetβ=0.3, λ=-0.82026.03 | 57.26 | |
| rSDNetβ=0.3, λ=-12026.03 | 57.07 | |
| rSDNetβ=0.3, λ=-0.52026.03 | 56.44 | |
| rSDNetβ=0.5, λ=-0.82026.03 | 55.3 | |
| rSDNetβ=0.5, λ=-0.52026.03 | 55.13 | |
| rSDNetβ=0.5, λ=-12026.03 | 54.99 | |
| rSDNetβ=1, λ=02026.03 | 54.81 | |
| rSDNetβ=0.7, λ=-0.52026.03 | 54.77 | |
| rSDNetβ=0.7, λ=-12026.03 | 54.68 | |
| rSDNetβ=0.5, λ=-0.72026.03 | 54.65 | |
| rSDNetβ=0.7, λ=-0.72026.03 | 54.53 | |
| rSDNetβ=0.7, λ=-0.82026.03 | 54.44 | |
| rSDNetβ=0.7, λ=02026.03 | 53.9 | |
| rSDNetβ=0.7, λ=0.52026.03 | 53.66 | |
| rSDNetβ=0.5, λ=02026.03 | 53.57 | |
| SCEα=0.5, β=12026.03 | 53.14 | |
| rSDNetβ=0, λ=-0.72026.03 | 53.11 | |
| GCEq=0.72026.03 | 52.99 | |
| FCLµ=0.252026.03 | 52.78 | |
| rSDNetβ=0.05, λ=-12026.03 | 51.42 | |
| rSDNetβ=0.1, λ=02026.03 | 51.28 | |
| rSDNetβ=0.5, λ=0.52026.03 | 51.26 | |
| CCE2026.03 | 51.17 | |
| rSDNetβ=0.3, λ=02026.03 | 51.13 | |
| rKLD2026.03 | 47.53 | |
| rSDNetβ=0, λ=-0.82026.03 | 26.76 | |
| FCLµ=0.752026.03 | 18.61 | |
| FCLµ=02026.03 | 10 | |
| MAE2026.03 | 9.88 |