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PASCAL VOC07 results #3

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bityangke opened this issue May 22, 2020 · 5 comments
Open

PASCAL VOC07 results #3

bityangke opened this issue May 22, 2020 · 5 comments

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@bityangke
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I have trained and tested on PASCAL VOC 07,the results are lower than that in the paper:
aeroplane 0.638
bicycle 0.689
bird 0.401
boat 0.264
bottle 0.214
bus 0.659
car 0.657
cat 0.408
chair 0.252
cow 0.536
diningtable 0.391
dog 0.473
horse 0.539
motorbike 0.68
person 0.125
pottedplant 0.246
sheep 0.475
sofa 0.512
train 0.604
tvmonitor 0.643
mAP 0.47
Could you please share the pretrained caffemodel?
Thanks very much!

@chenhaolin1989
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The mAP ranges from 49~51 and we took the average mAP.

@chenhaolin1989
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chenhaolin1989 commented Jun 24, 2020

Pls remember to reduce alpha value after 70K.

@bityangke
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bityangke commented Jun 30, 2020

Thanks for your reply.
I ran the codes exactly follow the README.
The result of vgg16_oim_st1_iter_70000 is mAP=46.7.
The result of vgg16_oim_st2_iter_20000 is mAP=47.0.

@jiang1st
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jiang1st commented Jul 2, 2020

Neither can I reproduce the result with the provided source code. st2 mAP is only 46.08.

@Horatio-Ng
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I get 47.3 mAP on the PASCAL VOC 07.

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4 participants