Defect Classification on Nomex XCT (production-order)
96.91AccuracyNL-MambaXCT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NL-MambaXCTPre-training=MIM-pretrained2026.05 | 96.91 | 97.1 | 96.6 | 96.8 | |
| NL-MambaXCTPre-training=no MIM2026.05 | 93.8 | 94.1 | 93.4 | 93.7 | |
| ResNet-502026.05 | 92.7 | 92.9 | 92.4 | 92.6 | |
| Vanilla Mamba2026.05 | 92.2 | 92.5 | 91.9 | 92.1 | |
| RegNetY2026.05 | 91.5 | 91.8 | 91 | 91.4 | |
| EfficientNet2026.05 | 89.9 | 90.3 | 89.2 | 89.7 | |
| Swin-TPre-training=ImageNet-pretrained2026.05 | 86.8 | 85.5 | 84.3 | 84.8 | |
| ViT-B/16Pre-training=ImageNet-pretrained2026.05 | 86.6 | 85.1 | 84.9 | 84.7 |