Casing Collar Recognition on Casing Collar Recognition dataset (test)
99.2AccuracyCfg. 14 (MAN)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cfg. 14 (MAN)Network=Cfg. 14, Method=CCL + MAN + LDS + Data Augmentation, Tests=1292025.10 | 99.2 | 100 | 99.2 | 99.6 | |
| CCL + CNN-LSTMNetwork=[14], Method=CCL + CNN-LSTM, Tests=2692025.10 | 97.8 | 95.9 | 99.1 | 97.5 | |
| CCL + CNNNetwork=[14], Method=CCL + CNN, Tests=2692025.10 | 97.4 | 100 | 94.2 | 97 | |
| CCL + Dynamic amplitude threshold + Physical plausibilityNetwork=[2], Method=CCL + Dynamic amplitude threshold + Physical plausibility, Tests=5792025.10 | 97.3 | 98.8 | 98.5 | 98.6 | |
| Cfg. 13 (TAN)Network=Cfg. 13, Method=CCL + TAN + LDS + Data Augmentation, Tests=1292025.10 | 97 | 100 | 97 | 98.5 | |
| CCL + LSTMNetwork=[14], Method=CCL + LSTM, Tests=2692025.10 | 94.8 | 100 | 88.4 | 93.9 | |
| Cfg. 6 (MAN)Network=Cfg. 6, Method=CCL + MAN + LDS, Tests=1292025.10 | 94.6 | 100 | 94.6 | 97.2 | |
| Cfg. 3 (TAN)Network=Cfg. 3, Method=CCL + TAN + LDS, Tests=1292025.10 | 92 | 94 | 97.7 | 95.8 |