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Nov 25, 2021
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Update modelzoo.md #2

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19 changes: 10 additions & 9 deletions docs/notes/modelzoo.md
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Expand Up @@ -48,17 +48,18 @@ model.detect(image)

PubLayNet Dataset:

| Model | CPU time cost | GPU time cost |
| :-------------: | :-----------: | :-----------: |
| Detectron2 | 16545.5ms | 209.5ms |
| PaddleDetection | 1713.7ms | 66.6ms |
| Model | model | mAP | CPU time cost | GPU time cost |
| :-------------: | :---: | :-----------: | :-----------: | :-----------: |
| Detectron2 | mask_rcnn_X_101_32x8d_FPN_3x | 89.0 | 16545.5ms | 209.5ms |
| PaddleDetection | ppyolov2_r50vd_dcn_365e | 93.6 | 1713.7ms | 66.6ms |


TableBank Dataset:

| Model | CPU time cost | GPU time cost |
| :-------------: | :-----------: | :-----------: |
| Detectron2 | 7623.2ms | 104.2.ms |
| PaddleDetection | 1968.4ms | 65.1ms |
| Model | model | mAP | CPU time cost | GPU time cost |
| :-------------: | :---: | :-----------: | :-----------: | :-----------: |
| Detectron2 | faster_rcnn_R_101_FPN_3x | 91.3 | 7623.2ms | 104.2.ms |
| PaddleDetection | ppyolov2_r50vd_dcn_365e | 96.2 | 1968.4ms | 65.1ms |

**Envrionment：**

Expand All @@ -74,4 +75,4 @@ TableBank Dataset:
| [PubLayNet](https://github.com/ibm-aur-nlp/PubLayNet) | `{0: "Text", 1: "Title", 2: "List", 3:"Table", 4:"Figure"}` |
| [PrimaLayout](https://www.primaresearch.org/dataset/) | `{1:"TextRegion", 2:"ImageRegion", 3:"TableRegion", 4:"MathsRegion", 5:"SeparatorRegion", 6:"OtherRegion"}` |
| [NewspaperNavigator](https://news-navigator.labs.loc.gov/) | `{0: "Photograph", 1: "Illustration", 2: "Map", 3: "Comics/Cartoon", 4: "Editorial Cartoon", 5: "Headline", 6: "Advertisement"}` |
| [TableBank](https://doc-analysis.github.io/tablebank-page/index.html) | `{0: "Table"}` |
| [TableBank](https://doc-analysis.github.io/tablebank-page/index.html) | `{0: "Table"}` |