Non-metallic content estimation on Scrap Metal Contamination (Railcar Level)
0.94R2 (Railcar)Inspector Best
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Inspector BestAssessor=Human Inspector2026.02 | 0.94 | 0.18 | |
| Inspector AvgAssessor=Human Inspector2026.02 | 0.93 | — | |
| Swin 2Model Type=Transformer, Backbone=Swin 2, Bag Size=5 layers2026.02 | 0.83 | 0.27 | |
| ResNeXt 101Model Type=CNN, Backbone=ResNeXt 1012026.02 | 0.45 | 0.56 | |
| ViT 16 bModel Type=Transformer, Backbone=ViT 16 b2026.02 | 0.4 | 0.56 | |
| ViT 32 bModel Type=Transformer, Backbone=ViT 32 b2026.02 | 0.31 | 0.61 | |
| ResNet 50Model Type=CNN, Backbone=ResNet 502026.02 | 0.06 | 0.73 | |
| EfficientNet 7 BModel Type=CNN, Backbone=EfficientNet 7 B2026.02 | -0.23 | 1.43 |