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README.md

@@ -29,7 +29,7 @@ widget:
 :---:|:---:|:---:|:---:|:---:
 <a href="https://www.tu.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/tu-berlin-logo-long-red.svg" style="font-size: 1rem; height: 2em; width: auto" alt="TU Berlin Logo"/>  |  <a href="https://rsim.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/RSiM_Logo_1.png" style="font-size: 1rem; height: 2em; width: auto" alt="RSiM Logo"> | <a href="https://www.dima.tu-berlin.de/menue/database_systems_and_information_management_group/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/DIMA.png" style="font-size: 1rem; height: 2em; width: auto" alt="DIMA Logo"> | <a href="http://www.bigearth.eu/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/BigEarth.png" style="font-size: 1rem; height: 2em; width: auto" alt="BigEarth Logo"> | <a href="https://bifold.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/BIFOLD_Logo_farbig.png" style="font-size: 1rem; height: 2em; width: auto; margin-right: 1em" alt="BIFOLD Logo">
 
-# Mixer_b16_224 pretained on BigEarthNet v2.0 using Sentinel-1 bands
+# Mixer_b16_224 pretrained on BigEarthNet v2.0 using Sentinel-1 bands
 
 <!-- Optional images -->
 <!--
@@ -46,7 +46,7 @@ precision macro)
 - Learning rate: 0.001
 - Dropout rate: 0.15
 - Drop Path rate: 0.15
-- Learning rate scheduler: LinearWarmupCosineAnnealing for 1000 warmup steps
+- Learning rate scheduler: LinearWarmupCosineAnnealing for 1000  warmup steps
 - Optimizer: AdamW
 - Seed: 0
 
@@ -61,7 +61,7 @@ The model was evaluated on the test set of the BigEarthNet v2.0 dataset with the
 |:------------------|------------------:|------------------:|
 | Average Precision |        0.560443 |        0.740646 |
 | F1 Score          |        0.507159 |        0.648535 |
-| Precision         | 0.581836 | 0.710473 |
+| Precision         | 0.560443 | 0.740646 |
 
 # Example
 |             A Sentinel-1 image (VV, VH and VV/VH bands are used for visualization)              |