Table 6 Ablation experiments results.
From: A detection method for small casting defects based on bidirectional feature extraction
Model | Precision | Recall | F1-score | MAP | |||
|---|---|---|---|---|---|---|---|
*Baseline | NWD loss | BiSDE-E | BiSDE-D | 0.8773 | 0.8345 | 0.8687 | 0.8874 |
*Baseline | *NWD loss | BiSDE-E | BiSDE-D | 0.8866 | 0.8687 | 0.8776 | 0.9090 |
*Baseline | *NWD loss | *BiSDE-E | BiSDE-D | 0.9009 | 0.8815 | 0.8911 | 0.9252 |
*Baseline | *NWD loss | *BiSDE-E | *BiSDE-D | 0.9056 | 0.9001 | 0.9028 | 0.9350 |
