Image Classification on CIFAR-10 (Accuracy Retention Evaluation)
100Accuracy RetainedBaseline
Evaluation results
| Method | Links | |
|---|---|---|
| BaselineNoise σ=0.0, Pipeline depth=2, Number of random seeds=52026.06 | 100 | |
| Energy PenaltyNoise σ=0.0, Pipeline depth=2, Number of random seeds=52026.06 | 100 | |
| ConservationNoise σ=0.0, Pipeline depth=2, Number of random seeds=52026.06 | 100 | |
| ConservationNoise σ=0.1, Pipeline depth=2, Number of random seeds=52026.06 | 93.2 | |
| ConservationNoise σ=0.2, Pipeline depth=2, Number of random seeds=52026.06 | 77.4 | |
| BaselineNoise σ=0.1, Pipeline depth=2, Number of random seeds=52026.06 | 58.3 | |
| Energy PenaltyNoise σ=0.1, Pipeline depth=2, Number of random seeds=52026.06 | 51.4 | |
| ConservationNoise σ=0.5, Pipeline depth=2, Number of random seeds=52026.06 | 42.8 | |
| BaselineNoise σ=0.2, Pipeline depth=2, Number of random seeds=52026.06 | 35.1 | |
| Energy PenaltyNoise σ=0.2, Pipeline depth=2, Number of random seeds=52026.06 | 30.9 | |
| ConservationNoise σ=1.0, Pipeline depth=2, Number of random seeds=52026.06 | 26.1 | |
| BaselineNoise σ=0.5, Pipeline depth=2, Number of random seeds=52026.06 | 19.9 | |
| Energy PenaltyNoise σ=0.5, Pipeline depth=2, Number of random seeds=52026.06 | 18.7 | |
| ConservationNoise σ=2.0, Pipeline depth=2, Number of random seeds=52026.06 | 18.6 | |
| BaselineNoise σ=1.0, Pipeline depth=2, Number of random seeds=52026.06 | 16.4 | |
| Energy PenaltyNoise σ=1.0, Pipeline depth=2, Number of random seeds=52026.06 | 15.6 | |
| BaselineNoise σ=2.0, Pipeline depth=2, Number of random seeds=52026.06 | 14.6 | |
| Energy PenaltyNoise σ=2.0, Pipeline depth=2, Number of random seeds=52026.06 | 14.5 |