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Add Lwnet baseline results

Closed Driss KHALIL requested to merge patch-1 into master
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@@ -49,7 +49,7 @@ F1 Scores (micro-level)
- :py:mod:`hed <bob.ip.binseg.configs.models.hed>`
- :py:mod:`m2unet <bob.ip.binseg.configs.models.m2unet>`
- :py:mod:`unet <bob.ip.binseg.configs.models.unet>`
- lwnet?
- :py:mod:`lwnet <bob.ip.binseg.configs.models.lwnet>`
* - Dataset
- 2nd. Annot.
- 15M
@@ -63,42 +63,42 @@ F1 Scores (micro-level)
- `0.813 (0.016) <baselines_hed_drive_>`_
- `0.802 (0.014) <baselines_m2unet_drive_>`_
- `0.825 (0.015) <baselines_unet_drive_>`_
-
- 0.828
* - :py:mod:`stare <bob.ip.binseg.configs.datasets.stare.ah>`
- 0.759 (0.028)
- `0.828 (0.039) <baselines_driu_stare_>`_
- `0.815 (0.047) <baselines_hed_stare_>`_
- `0.818 (0.035) <baselines_m2unet_stare_>`_
- `0.828 (0.050) <baselines_unet_stare_>`_
-
- 0.839
* - :py:mod:`chasedb1 <bob.ip.binseg.configs.datasets.chasedb1.first_annotator>`
- 0.768 (0.023)
- `0.812 (0.018) <baselines_driu_chase_>`_
- `0.806 (0.020) <baselines_hed_chase_>`_
- `0.798 (0.018) <baselines_m2unet_chase_>`_
- `0.807 (0.017) <baselines_unet_chase_>`_
-
- 0.820
* - :py:mod:`hrf <bob.ip.binseg.configs.datasets.hrf.default>` (1168x1648)
-
- `0.808 (0.038) <baselines_driu_hrf_>`_
- `0.803 (0.040) <baselines_hed_hrf_>`_
- `0.796 (0.048) <baselines_m2unet_hrf_>`_
- `0.811 (0.039) <baselines_unet_hrf_>`_
-
- 0.814
* - :py:mod:`hrf <bob.ip.binseg.configs.datasets.hrf.default>` (2336x3296)
-
- `0.722 (0.073) <baselines_driu_hrf_>`_
- `0.703 (0.090) <baselines_hed_hrf_>`_
- `0.713 (0.143) <baselines_m2unet_hrf_>`_
- `0.756 (0.051) <baselines_unet_hrf_>`_
-
- 0.744
* - :py:mod:`iostar-vessel <bob.ip.binseg.configs.datasets.iostar.vessel>`
-
- `0.825 (0.020) <baselines_driu_iostar_>`_
- `0.827 (0.020) <baselines_hed_iostar_>`_
- `0.820 (0.018) <baselines_m2unet_iostar_>`_
- `0.818 (0.020) <baselines_unet_iostar_>`_
-
- 0.832
Precision-Recall (PR) Curves
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