diff --git a/README.md b/README.md
index 024ae595..c0bc8cbc 100755
--- a/README.md
+++ b/README.md
@@ -138,13 +138,6 @@ Success: converted 'weights/yolov3-spp.pt' to 'converted.weights'
# mAP
-```bash
-$ python3 test.py --cfg yolov3-spp.cfg --weights yolov3-spp-ultralytics.pt
-```
-
-- mAP@0.5 run at `--iou-thr 0.5`, mAP@0.5...0.95 run at `--iou-thr 0.7`
-- Darknet results: https://arxiv.org/abs/1804.02767
-
|Size |COCO mAP
@0.5...0.95 |COCO mAP
@0.5
--- | --- | --- | ---
YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**[YOLOv3-SPP-ultralytics](https://drive.google.com/open?id=1UcR-zVoMs7DH5dj3N1bswkiQTA4dmKF4)** |320 |14.0
28.7
30.5
**37.0** |29.1
51.8
52.3
**56.0**
@@ -152,6 +145,9 @@ YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**[YOLOv3-SPP-ultralytics](https://drive.
YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**[YOLOv3-SPP-ultralytics](https://drive.google.com/open?id=1UcR-zVoMs7DH5dj3N1bswkiQTA4dmKF4)** |512 |16.6
32.7
35.6
**42.0** |34.9
57.7
59.5
**61.9**
YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**[YOLOv3-SPP-ultralytics](https://drive.google.com/open?id=1UcR-zVoMs7DH5dj3N1bswkiQTA4dmKF4)** |608 |16.6
33.1
37.0
**42.4** |35.4
58.2
60.7
**62.0**
+- mAP@0.5 run at `--iou-thr 0.5`, mAP@0.5...0.95 run at `--iou-thr 0.7`
+- Darknet results: https://arxiv.org/abs/1804.02767
+
```bash
$ python3 test.py --cfg yolov3-spp.cfg --weights yolov3-spp-ultralytics.pt --img 640 --augment