Digit Classification on ColorMNIST
100Adversarial AccuracyVAE
Evaluation results
| Method | Links | |
|---|---|---|
| VAEAttack Radius=02022.03 | 100 | |
| SE0.2-AVAEAttack Radius=02022.03 | 98 | |
| AVAEAttack Radius=02022.03 | 97 | |
| SE0.1-AVAEAttack Radius=02022.03 | 97 | |
| SE0.2Attack Radius=02022.03 | 95 | |
| β-TCVAEAttack Radius=02022.03 | 94 | |
| SE0.1Attack Radius=02022.03 | 94 | |
| SE0.1-AVAEAttack Radius=0.12022.03 | 94 | |
| SE0.2-AVAEAttack Radius=0.12022.03 | 94 | |
| AVAE-SSAttack Radius=02022.03 | 94 | |
| SE0.2Attack Radius=0.12022.03 | 92 | |
| SE0.1Attack Radius=0.12022.03 | 89 | |
| β-VAEAttack Radius=02022.03 | 88 | |
| AVAEAttack Radius=0.12022.03 | 88 | |
| SE0.2Attack Radius=0.22022.03 | 87 | |
| SE0.2-AVAEAttack Radius=0.22022.03 | 80 | |
| AVAE-SSAttack Radius=0.12022.03 | 73 | |
| AVAEAttack Radius=0.22022.03 | 55 | |
| VAE + HMCAttack Radius=02022.03 | 42 | |
| SE0.1-AVAEAttack Radius=0.22022.03 | 25 | |
| AVAE-SSAttack Radius=0.22022.03 | 21 | |
| VAE + HMCAttack Radius=0.12022.03 | 16 | |
| VAE + HMCAttack Radius=0.22022.03 | 11 | |
| β-VAEAttack Radius=0.12022.03 | 8 | |
| β-TCVAEAttack Radius=0.12022.03 | 8 | |
| β-VAEAttack Radius=0.22022.03 | 5 | |
| β-TCVAEAttack Radius=0.22022.03 | 5 | |
| VAEAttack Radius=0.12022.03 | 4 | |
| VAEAttack Radius=0.22022.03 | 2 | |
| SE0.1Attack Radius=0.22022.03 | 2 |