Color Classification on ColorMNIST
100Adversarial AccuracyVAE
Evaluation results
| Method | Links | |
|---|---|---|
| VAEAttack Radius=02022.03 | 100 | |
| VAE + HMCAttack Radius=02022.03 | 100 | |
| β-VAEAttack Radius=02022.03 | 100 | |
| β-TCVAEAttack Radius=02022.03 | 100 | |
| SE0.1Attack Radius=02022.03 | 100 | |
| SE0.1Attack Radius=0.12022.03 | 100 | |
| SE0.2Attack Radius=02022.03 | 100 | |
| SE0.2Attack Radius=0.12022.03 | 100 | |
| SE0.2Attack Radius=0.22022.03 | 100 | |
| AVAEAttack Radius=02022.03 | 100 | |
| AVAEAttack Radius=0.12022.03 | 100 | |
| SE0.1-AVAEAttack Radius=02022.03 | 100 | |
| SE0.1-AVAEAttack Radius=0.12022.03 | 100 | |
| SE0.2-AVAEAttack Radius=02022.03 | 100 | |
| SE0.2-AVAEAttack Radius=0.12022.03 | 100 | |
| AVAE-SSAttack Radius=02022.03 | 100 | |
| AVAE-SSAttack Radius=0.12022.03 | 100 | |
| AVAEAttack Radius=0.22022.03 | 88 | |
| SE0.2-AVAEAttack Radius=0.22022.03 | 83 | |
| VAE + HMCAttack Radius=0.12022.03 | 68 | |
| VAE + HMCAttack Radius=0.22022.03 | 62 | |
| SE0.1-AVAEAttack Radius=0.22022.03 | 60 | |
| AVAE-SSAttack Radius=0.22022.03 | 57 | |
| SE0.1Attack Radius=0.22022.03 | 22 | |
| β-VAEAttack Radius=0.12022.03 | 21 | |
| β-VAEAttack Radius=0.22022.03 | 18 | |
| VAEAttack Radius=0.12022.03 | 6 | |
| VAEAttack Radius=0.22022.03 | 6 | |
| β-TCVAEAttack Radius=0.12022.03 | 6 | |
| β-TCVAEAttack Radius=0.22022.03 | 5 |