Test miou 62.79% on iSAID with your provided model

[qixiong-wang]

Hello,I download your model checkpoints, and use the command to run code.
sh scripts/pointflow/test/test_iSAID_pfnet_R50.sh pfnet_r50_iSAID.pth ./

04-17 22:06:28.503 IoU:
04-17 22:06:28.504 label_id label iU Precision Recall TP FP FN
04-17 22:06:28.504 0 background 97.92 0.99 0.99 92.76 0.01 0.01
04-17 22:06:28.504 1 ship 61.21 0.73 0.79 0.44 0.37 0.26
04-17 22:06:28.504 2 store_tank 53.22 0.62 0.79 0.04 0.61 0.26
04-17 22:06:28.504 3 baseball_diamond 82.93 0.89 0.92 0.22 0.12 0.08
04-17 22:06:28.504 4 tennis_court 89.68 0.94 0.95 1.42 0.07 0.05
04-17 22:06:28.504 5 basketball_court 69.35 0.83 0.81 0.15 0.20 0.24
04-17 22:06:28.504 6 Ground_Track_Field 50.21 0.57 0.82 0.23 0.77 0.22
04-17 22:06:28.504 7 Bridge 40.72 0.53 0.64 0.02 0.89 0.57
04-17 22:06:28.504 8 Large_Vehicle 67.97 0.80 0.82 0.77 0.25 0.22
04-17 22:06:28.504 9 Small_Vehicle 44.52 0.50 0.80 0.33 1.00 0.25
04-17 22:06:28.504 10 Helicopter 17.25 0.18 0.75 0.00 4.47 0.33
04-17 22:06:28.504 11 Swimming_pool 55.60 0.62 0.84 0.03 0.61 0.19
04-17 22:06:28.504 12 Roundabout 84.32 0.91 0.92 0.06 0.10 0.08
04-17 22:06:28.504 13 Soccer_ball_field 66.42 0.75 0.86 0.65 0.34 0.17
04-17 22:06:28.504 14 plane 67.02 0.81 0.80 0.17 0.24 0.25
04-17 22:06:28.504 15 Harbor 56.34 0.70 0.74 0.51 0.43 0.34
04-17 22:06:28.505 mean iou 0.6279170544427546
04-17 22:06:28.505 all acc: 0.9778778046255348
04-17 22:06:28.505 macc:0.7102180467377563

Is there anything wrong?

[Xiangtai Li]

#5 Please refer this.