Table 3
Results for classification of all eleven failure classes.
| Accuracy − Classification for 11 failure classes | |||||
|---|---|---|---|---|---|
| ResNet | GPT-4o | ||||
| ResNet18 | ResNet50 | ResNet100 | Zero-shot prompting | Instructional prompting | |
| Grey-scale | 0.48 | 0.61 | 0.60 | 0.10 | 0.16 |
| Colored | 0.66 | 0.62 | 0.12 | 0.24 | |
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