277 |
DMNet |
61.51 |
41.50 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
62.47 |
58.86 |
55.34 |
51.14 |
46.12 |
40.16 |
32.15 |
20.89 |
6.38 |
|
Abbreviation
Contributors |
Description |
Tianrui Hui(IIE,CAS)*, Chen Gao(IIE, CAS)*. ( * means equal contribution) |
For semantic parsing, we employ recursive deeplabv3+ model which conducts two iterations through deeplab network for each input image, and we also embed feature pyramid pooling module from PSPNet into the deeplabv3+ model. At test time, we carry out multi-scale testing and double the resolution of the output feature of deeplabv3+ model. For instance parsing, we employ Mask RCNN to creat persong masks with some test-time augmentation. Finally, we combined the results of the above two models and generated part instance segmentation. Ref: [1]Pyramid Scene Parsing Network. CVPR 2016 [2]Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation. arXiv:1802.02611v1 [3] Mask R-CNN. ICCV 2017
|
|
2018-06-10 13:29:01 |
39 |
sspv1 |
61.21 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
Contributors |
Description |
|
SSPV1-ResNet101 single model without any test-time augmentation
|
|
2018-05-28 16:21:23 |
287 |
test_51 |
37.74 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2018-06-06 05:30:21 |
270 |
BJTU_UIUC |
63.77 |
45.31 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
68.63 |
64.88 |
61.12 |
56.66 |
50.93 |
44.07 |
34.73 |
21.53 |
5.28 |
|
Abbreviation
|
2018-06-09 05:35:24 |
322 |
test_a |
55.53 |
38.97 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
61.18 |
57.89 |
54.30 |
49.82 |
44.36 |
37.25 |
27.78 |
15.41 |
2.69 |
|
Abbreviation
Contributors |
Description |
test_a |
test_a |
|
2018-11-16 10:31:21 |
332 |
test |
48.91 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
Contributors |
Description |
test |
test |
|
2018-10-25 13:33:40 |
16 |
test |
52.38 |
34.58 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
57.60 |
53.59 |
49.45 |
44.32 |
38.54 |
31.33 |
22.33 |
11.88 |
2.17 |
|
Abbreviation
Contributors |
Description |
test |
test |
|
2018-10-29 07:39:59 |
258 |
unitfcn |
48.91 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2018-10-31 05:19:08 |
336 |
mptest2 |
48.91 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
Contributors |
Description |
jcb |
|
|
2018-12-05 07:54:37 |
377 |
99898989 |
48.91 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2019-05-28 17:41:04 |
381 |
test5 |
58.75 |
36.99 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
63.79 |
56.83 |
50.97 |
45.14 |
39.27 |
32.83 |
24.97 |
15.13 |
3.93 |
|
Abbreviation
|
2019-03-31 03:27:54 |
301 |
JD_BUPT |
65.47 |
54.05 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
73.40 |
70.79 |
68.19 |
65.09 |
60.92 |
55.00 |
47.04 |
33.66 |
12.36 |
|
Abbreviation
|
2019-06-02 11:00:00 |
415 |
|
49.49 |
33.82 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
55.74 |
49.70 |
44.68 |
40.04 |
35.47 |
30.83 |
25.24 |
17.10 |
5.54 |
|
Abbreviation
|
2019-04-29 15:48:46 |
394 |
BAIDU-UTS |
69.10 |
55.01 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
75.18 |
72.63 |
70.30 |
67.06 |
62.31 |
56.17 |
47.60 |
33.06 |
10.77 |
|
Abbreviation
Contributors |
Description |
Yunqiu Xu, Peike Li, Yi Yang |
|
|
2019-06-02 11:00:00 |
236 |
CASIA_CEIEC |
61.86 |
41.17 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
61.46 |
58.63 |
55.69 |
52.07 |
47.10 |
40.74 |
31.57 |
18.99 |
4.31 |
|
Abbreviation
|
2019-05-31 14:17:24 |
464 |
try 3 |
48.91 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2019-09-12 16:49:05 |
285 |
11 |
61.95 |
44.94 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
66.64 |
62.63 |
59.01 |
54.97 |
49.93 |
43.96 |
35.76 |
23.86 |
7.73 |
|
Abbreviation
|
2019-10-20 09:16:00 |
307 |
|
57.97 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2020-05-19 01:42:36 |
501 |
rds-ext |
46.25 |
26.38 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
48.96 |
42.62 |
37.23 |
32.15 |
27.06 |
22.02 |
16.19 |
9.19 |
1.98 |
|
Abbreviation
|
2020-02-12 06:01:46 |
503 |
|
64.66 |
54.33 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
72.49 |
70.57 |
68.49 |
65.70 |
61.96 |
56.58 |
48.00 |
33.50 |
11.66 |
|
Abbreviation
|
2020-06-08 05:35:57 |
510 |
anonymous1 |
69.10 |
57.85 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
76.41 |
74.33 |
72.10 |
69.23 |
65.47 |
60.05 |
51.82 |
37.45 |
13.82 |
|
Abbreviation
|
2020-10-04 02:37:46 |
496 |
anonymous2 |
67.66 |
55.11 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
73.97 |
71.84 |
69.52 |
66.47 |
62.47 |
56.64 |
48.34 |
34.28 |
12.47 |
|
Abbreviation
|
2020-06-02 08:05:35 |
518 |
PAT_CV_Face1 |
68.64 |
58.43 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
77.37 |
75.10 |
72.88 |
70.08 |
66.00 |
60.47 |
52.18 |
37.77 |
14.03 |
|
Abbreviation
|
2020-09-29 02:31:29 |
539 |
|
68.48 |
56.12 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
74.54 |
72.38 |
70.19 |
67.38 |
63.50 |
57.91 |
49.94 |
35.87 |
13.41 |
|
Abbreviation
|
2020-10-22 07:18:48 |
546 |
try |
21.50 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2020-08-15 03:10:10 |
545 |
|
24.26 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2020-08-17 09:31:24 |
557 |
PAT_CV_Face2 |
69.11 |
57.80 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
76.34 |
74.26 |
72.04 |
69.18 |
65.43 |
59.99 |
51.78 |
37.40 |
13.83 |
|
Abbreviation
|
2020-10-04 07:27:07 |
550 |
Tencent YouTu Lab |
70.15 |
59.70 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
77.42 |
75.47 |
73.41 |
70.82 |
67.23 |
62.17 |
54.44 |
40.33 |
16.01 |
|
Abbreviation
|
2020-12-16 07:13:12 |
537 |
1224_03_6x |
59.80 |
40.51 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
63.01 |
59.16 |
55.45 |
51.15 |
45.84 |
39.23 |
29.88 |
17.39 |
3.51 |
|
Abbreviation
|
2020-12-04 11:22:33 |
555 |
|
69.92 |
57.70 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
76.07 |
74.00 |
71.86 |
69.17 |
65.42 |
60.12 |
51.94 |
37.18 |
13.51 |
|
Abbreviation
|
2020-12-13 13:01:17 |
575 |
|
61.38 |
32.23 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
50.10 |
46.80 |
43.74 |
40.16 |
36.01 |
30.71 |
24.02 |
14.82 |
3.74 |
|
Abbreviation
|
2021-01-08 16:38:32 |
549 |
|
66.18 |
27.88 |
Details
IoU Threshhold |
0.1 |
0.2 |
0.3 |
0.4 |
0.5 |
0.6 |
0.7 |
0.8 |
0.9 |
APr |
52.67 |
45.51 |
39.63 |
34.20 |
28.63 |
23.03 |
16.56 |
9.01 |
1.72 |
|
Abbreviation
|
2021-04-26 03:03:18 |