add results

docs/results/nnDetectionV001.md

+# nnDetection v0.1
+## Pool v0.1
+
+<div align="center">
+
+<img src=#TODO width="600px">
+
+</div>
+
+### Train Pool [AP @ IoU 0.1]
+
+5 Fold Cross Validation
+
+| Model       | LIDC     | RibFrac  | CADA     | Kits19   |
+|:-----------:|:--------:|:--------:|:--------:|:--------:|
+| nnDetection | 0.605    | 0.765    | 0.924    | 0.923    |
+| nnUNetPlus  | 0.304    | 0.700    | 0.955    | 0.935    |
+| nnUNetBasic | 0.232    | 0.667    | 0.930    | 0.908    |
+
+### Validation Pool [AP @ IoU 0.1]
+
+5 Fold Cross Validation
+
+| Model       | ADAM     | ProstateX  | Pancreas | Hepatic Vessel   | Colon | Liver |
+|:-----------:|:--------:|:----------:|:--------:|:----------------:|:-----:|:-----:|
+| nnDetection | 0.780    | 0.300      | 0.766    | 0.727            | 0.662 | 0.628 |
+| nnUNetPlus  | 0.720    | 0.197      | 0.721    | 0.721            | 0.579 | 0.678 |
+| nnUNetBasic | 0.657    | 0.204      | 0.691    | 0.699            | 0.509 | 0.567 |
+
+Test Split
+
+| Model       | ProstateX  | Pancreas | Hepatic Vessel   | Colon | Liver |
+|:-----------:|:----------:|:--------:|:----------------:|:-----:|:-----:|
+| nnDetection | 0.221      | 0.791    | 0.664            | 0.696 | 0.790 |
+| nnUNetPlus  | 0.078      | 0.704    | 0.684            | 0.731 | 0.760 |
+
+ADAM Results are listed under Benchmarks
+
+### Test Pool [AP @ IoU 0.1]
+
+5 Fold Cross Validation
+
+| Model       | Lymph Nodes |
+|:-----------:|:-----------:|
+| nnDetection | 0.205       |
+| nnUNetPlus  | 0.162       |
+| nnUNetBasic | 0.159       |
+
+Test Split
+
+| Model       | Lymph Nodes |
+|:-----------:|:-----------:|
+| nnDetection | 0.270       |
+| nnUNetPlus  | 0.169       |
+
+Luna results are listed under Benchmarks
+
+## Benchmarks
+### Luna
+
+<div align="center">
+
+<img src=#TODO width="600px">
+
+</div>
+
+| Methods     | 1/8   | 1/4   | 1/2   | 1     | 2     | 4     | 8     | CPM   |
+|:-----------:|:-----:|:-----:|:-----:|:-----:|:-----:|:-----:|:-----:|:-----:|
+| nnDetection | 0.812 | 0.885 | 0.927 | 0.950 | 0.969 | 0.979 | 0.985 | 0.930 |
+
+### ADAM Live Leaderboard
+
+<div align="center">
+
+<img src=#TODO width="600px">
+
+</div>
+
+| Model       | Sens | FP  |
+|:-----------:|:----:|:---:|
+| nnDetection | 0.64 | 0.3 |