diff --git a/README.md b/README.md
index 41d25356..7246b589 100755
--- a/README.md
+++ b/README.md
@@ -140,15 +140,15 @@ Success: converted 'weights/yolov3-spp.pt' to 'converted.weights'
- `test.py --weights weights/yolov3.weights` tests official YOLOv3 weights.
- `test.py --weights weights/last.pt` tests latest checkpoint.
- mAPs on COCO2014 using pycocotools.
-- mAP@0.5 run at `--nms-thres 0.5`, mAP@0.5...0.95 run at `--nms-thres 0.65`.
+- mAP@0.5 run at `--nms-thres 0.5`, mAP@0.5...0.95 run at `--nms-thres 0.7`.
- YOLOv3-SPP ultralytics is `ultralytics68.pt` with `yolov3-spp.cfg`.
- Darknet results published in https://arxiv.org/abs/1804.02767.
|img-size |COCO mAP
@0.5...0.95 |COCO 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
**40.6** |35.5
57.9
60.6
**60.7**
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |320 |14.0
28.7
30.5
**35.4** |29.0
51.5
52.3
**54.3**
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |416 |16.0
31.1
33.9
**39.0** |32.9
55.3
56.8
**59.2**
+YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |608 |16.6
33.0
37.0
**40.7** |35.5
57.9
60.6
**60.7**
```bash
$ python3 test.py --save-json --img-size 608 --nms-thres 0.65 --weights ultralytics68.pt