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update with feature transform bug fix
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fxia22 committed Apr 17, 2019
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Expand Up @@ -37,15 +37,15 @@ On ModelNet40:
| :---: | :---: |
| Original implementation | 89.2 |
| this implementation(w/o feature transform) | 86.4 |
| this implementation(w/ feature transform) | 86.8 |
| this implementation(w/ feature transform) | 87.0 |

On [A subset of shapenet](http://web.stanford.edu/~ericyi/project_page/part_annotation/index.html)

| | Overall Acc |
| :---: | :---: |
| Original implementation | N/A |
| this implementation(w/o feature transform) | 98.1 |
| this implementation(w/ feature transform) | 96.8 |
| this implementation(w/ feature transform) | 97.7 |

## Segmentation performance

Expand All @@ -55,7 +55,7 @@ Segmentation on [A subset of shapenet](http://web.stanford.edu/~ericyi/project_
| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| Original implementation | 83.4 | 78.7 | 82.5| 74.9 |89.6| 73.0| 91.5| 85.9| 80.8| 95.3| 65.2| 93.0| 81.2| 57.9| 72.8| 80.6|
| this implementation(w/o feature transform) | 73.5 | 71.3 | 64.3 | 61.1 | 87.2 | 69.5 | 86.1|81.6| 77.4|92.7|41.3|86.5|78.2|41.2|61.0|81.1|
| this implementation(w/ feature transform) | | | | | 87.9 | | | | | | | | | | |81.4|
| this implementation(w/ feature transform) | | | | | 87.6 | | | | | | | | | | |81.0|

Note that this implementation trains each class separately, so classes with fewer data will have slightly lower performance than reference implementation.

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