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Update Libra R-CNN Benchmark (#786)
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OceanPang authored and hellock committed Jun 11, 2019
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Expand Up @@ -19,7 +19,7 @@ The results on COCO 2017val are shown in the below table. (results on test-dev a

| Architecture | Backbone | Style | Lr schd | Mem (GB) | Train time (s/iter) | Inf time (fps) | box AP | Download |
|:---------:|:-------:|:-------:|:--------:|:-------------------:|:--------------:|:------:|:-------:|:--------:|
| Faster R-CNN | R-50-FPN | pytorch | 1x | 4.2 | 0.375 | 12.0 | 38.6 | [model](https://s3.ap-northeast-2.amazonaws.com/open-mmlab/mmdetection/models/libra_rcnn/libra_faster_rcnn_r50_fpn_1x_20190525-c8c06833.pth) |
| Faster R-CNN | R-50-FPN | pytorch | 1x | 4.2 | 0.375 | 12.0 | 38.5 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/libra_rcnn/libra_faster_rcnn_r50_fpn_1x_20190610-bf0ea559.pth) |
| Fast R-CNN | R-50-FPN | pytorch | 1x | 3.7 | 0.272 | 16.3 | 38.5 | [model](https://s3.ap-northeast-2.amazonaws.com/open-mmlab/mmdetection/models/libra_rcnn/libra_fast_rcnn_r50_fpn_1x_20190525-a43f88b5.pth) |
| Faster R-CNN | R-101-FPN | pytorch | 1x | 6.0 | 0.495 | 10.4 | 40.3 | [model](https://s3.ap-northeast-2.amazonaws.com/open-mmlab/mmdetection/models/libra_rcnn/libra_faster_rcnn_r101_fpn_1x_20190525-94e94051.pth) |
| Faster R-CNN | X-101-64x4d-FPN | pytorch | 1x | 10.1 | 1.050 | 6.8 | 42.7 | [model](https://s3.ap-northeast-2.amazonaws.com/open-mmlab/mmdetection/models/libra_rcnn/libra_faster_rcnn_x101_64x4d_fpn_1x_20190525-359c134a.pth) |
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