diff --git a/README.md b/README.md
index 0998459a..740aedf0 100755
--- a/README.md
+++ b/README.md
@@ -158,6 +158,12 @@ darknet `YOLOv3` | 51.5 | 55.3 | 57.9
darknet `YOLOv3-SPP` | 52.3 | 56.8 | **60.6**
**ultralytics** `YOLOv3-SPP` | **53.9** | **58.7** | 60.1
+ |resolution |mAP
0.5:0.95 |mAP
0.5
+--- | --- | --- | ---
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
YOLOv3-SPP ultralytics |320 |14.0
28.7
30.5
**35.2** |29.0
51.5
52.3
**53.9**
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
YOLOv3-SPP ultralytics |416 |16.0
31.1
33.9
**38.8** |32.9
55.3
56.8
**58.7**
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
YOLOv3-SPP ultralytics |608 |16.6
33.0
37.0
**40.4** |35.5
57.9
**60.6**
60.1
+
```bash
$ python3 test.py --save-json --img-size 608 --weights ultralytics68.pt
Namespace(batch_size=16, cfg='cfg/yolov3-spp.cfg', conf_thres=0.001, data='data/coco.data', device='', img_size=608, iou_thres=0.5, nms_thres=0.5, save_json=True, weights='ultralytics68.pt')