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README.md
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@@ -244,11 +244,38 @@ FLAIR-INC_RVBIE_resnet34_unet_15cl_norm was obtained for num_epoch=76 with corre
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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{{ testing_metrics | default("[More Information Needed]", true)}}
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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The evaluation was performed on a TEST set of 31750 patches that are independant from the TRAIN and VALIDATION patches. They represent 15 spatio-temporal domains.
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The TEST set corresponds to the reunion of the TEST set of scientific challenges FLAIR#1 and FLAIR#2. See the [FLAIR challenge page](https://ignf.github.io/FLAIR/) for more details.
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The choice of a separate TEST set instead of cross validation was made to be coherent with the FLAIR challenges. Please note that the _Snow_ class is absent from the TEST set.
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<!-- {{ testing_data | default("[More Information Needed]", true)}} -->
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#### Metrics
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The following table give the class-wise metrics :
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| Modalities | IoU | Fscore | Precision | Recall |
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| ----------------------- | ----------|---------|---------|---------|
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| building | 82.63 | 00.00 | 00.00 | 00.00 |
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| pervious surface | 53.24 | 00.00 | 00.00 | 00.00 |
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| impervious surface | 74.17 | 00.00 | 00.00 | 00.00 |
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| bare soil | 60.40 | 00.00 | 00.00 | 00.00 |
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| water | 87.59 | 00.00 | 00.00 | 00.00 |
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| coniferous | 46.35 | 00.00 | 00.00 | 00.00 |
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| deciduous | 67.45 | 00.00 | 00.00 | 00.00 |
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| brushwood | 30.23 | 00.00 | 00.00 | 00.00 |
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| vineyard | 82.93 | 00.00 | 00.00 | 00.00 |
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| herbaceous vegetation | 55.03 | 00.00 | 00.00 | 00.00 |
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| agricultural land | 52.01 | 00.00 | 00.00 | 00.00 |
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| plowed land | 40.84 | 00.00 | 00.00 | 00.00 |
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| swimming_pool | 48.44 | 00.00 | 00.00 | 00.00 |
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| snow | 00.00 | 00.00 | 00.00 | 00.00 |
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| greenhouse | 39.45 | 00.00 | 00.00 | 00.00 |
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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{{ testing_metrics | default("[More Information Needed]", true)}}
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