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Update README.md
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Zzh-tju authored May 5, 2020
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Expand Up @@ -149,10 +149,10 @@ The following table is evaluated by using their pretrained weighted of YOLACT++.
| Image Size | Backbone | Loss | NMS | FPS | box AP | box AP75 | box AR100 | mask AP | mask AP75 | mask AR100 |
|:----:|:-------------:|:-------:|:-----------------------------------:|:----:|:----:|:----:|:----:|:----:|:----:|:----:|
| 550 | Resnet101-FPN | SL1 | Fast NMS | 30.6 | 32.5 | 34.6 | 43.9 | 29.8 | 31.3 | 40.8 |
| 550 | Resnet101-FPN | SL1 | Fast NMS | 25.1 | 35.8 | 38.7 | 45.5 | 34.4 | 36.8 | 42.6 |
| 550 | Resnet101-FPN | SL1 | Original NMS | 11.9 | 32.9 | 34.8 | 45.8 | 29.9 | 31.4 | 42.1 |
| 550 | Resnet101-FPN | SL1 | Cluster-NMS | 29.2 | 32.9 | 34.8 | 45.9 | 29.9 | 31.4 | 42.1 |
| 550 | Resnet101-FPN | SL1 | SPM Cluster-NMS | 28.8 | 36.9 | 40.1 | 52.8 | 35.0 | 37.5 | 46.3 |
| 550 | Resnet101-FPN | SL1 | Cluster-NMS | 23.7 | 36.4 | 39.1 | 48.0 | 34.7 | 37.1 | 44.1 |
| 550 | Resnet101-FPN | SL1 | SPM Cluster-NMS | 23.2 | 36.9 | 40.1 | 52.8 | 35.0 | 37.5 | 46.3 |
| 550 | Resnet101-FPN | SL1 | SPM + Distance Cluster-NMS | 22.0 | 36.9 | 40.2 | 53.0 | 34.9 | 37.5 | 46.3 |
| 550 | Resnet101-FPN | SL1 | SPM + Distance + Weighted Cluster-NMS | 26.7 | 34.0 | 36.6 | 49.9 | 30.5 | 32.0 | 44.3 |
#### Note:
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