Out-of-Distribution Detection on Arc welding dataset
0.3MSPVQ-VAE Tr
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VQ-VAE TrArchitecture=VQ-VAE Transformer2025.08 | 0.3 | 0.35 | 0.28 | 0.2 | 0.25 | 0.34 | 0.05 | — | |
| MLP EDLFramework=Evidential Deep Learning2025.08 | 0.29 | — | — | — | 0.18 | 0.23 | -0.01 | — | |
| MLP2025.08 | 0.28 | — | — | — | 0.18 | 0.2 | 0 | — | |
| VQ-VAE MLPArchitecture=VQ-VAE-based MLP classifier2025.08 | 0.14 | — | 0.2 | 0.19 | 0.17 | 0.17 | -0.03 | — | |
| CODiT2025.08 | — | — | — | — | — | — | — | 0.22 |