Monocular Depth Estimation On Va
Metrics
Absolute relative error (AbsRel)
Log root mean square error (RMSE_log)
Mean average error (MAE)
Root mean square error (RMSE)
Results
Performance results of various models on this benchmark
Model Name | Absolute relative error (AbsRel) | Log root mean square error (RMSE_log) | Mean average error (MAE) | Root mean square error (RMSE) | Paper Title | Repository |
|---|---|---|---|---|---|---|
| Depth Hints | 0.197 | 0.248 | 0.291 | 0.427 | Self-Supervised Monocular Depth Hints | |
| MonoDepth2 | 0.203 | 0.251 | 0.295 | 0.432 | Digging Into Self-Supervised Monocular Depth Estimation | |
| DistDepth | 0.175 | 0.213 | 0.253 | 0.374 | Toward Practical Monocular Indoor Depth Estimation |
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