Warning: Missing argument 1 for DBLink::__construct(), called in /www/wwwroot/lip.sysu-hcp.net/lip/includes/evaluator.class.php on line 159 and defined in /www/wwwroot/lip.sysu-hcp.net/lip/includes/database.php on line 14
LIP: Single-Person Human Parsing

Overview

We offer a benchmark suite together with an evaluation server, such that authors can upload their results and get a ranking. We offer a Dataset that contains more than 50000 pictures, including 30462 images for training set, 10000 images for validation set and 10000 images for test set. If you would like to submit your results, please register, login, and follow the instructions on our submission page.

Note: We only display the highest submission of each person.

Single-Person Human Parsing Track

Metrics

We use four metrics from common semantic segmentation and scene parsing evaluations that are variations on pixel accuracy and region intersection over union (IU). The metrics are reported by FCN. The four metrics are Pixel accuracy(%) , Mean accuracy(%), Mean IoU(%) and Frequency weighted IoU(%). The details show per-class IoU(%).

User Id Method Pixel accuracy Mean accuracy Mean IoU Frequency weighted IoU Details Abbreviation Submit Time
20 S3L 85.86 57.63 46.92 76.25 Details Abbreviation 2017-03-27 08:01:16
57 ResNet1 85.32 56.73 45.78 75.44 Details Abbreviation 2017-04-18 13:53:06
52 VSNet-SLab+Samsung 87.06 66.73 54.13 77.98 Details Abbreviation 2017-06-04 15:14:38
41 WhiskNet 86.16 57.95 47.74 76.45 Details Abbreviation 2017-06-03 14:22:05
68 1 83.27 54.44 42.39 72.62 Details Abbreviation 2017-06-02 07:30:01
46 Self-Supervised Neural Aggregation Networks 87.29 63.35 52.26 78.25 Details Abbreviation 2017-06-04 13:23:59
107 BUPTMM-Parsing 84.93 55.62 45.44 74.60 Details Abbreviation 2017-06-04 14:54:06
18 TestParsing 85.04 59.05 47.68 74.85 Details Abbreviation 2018-01-13 08:42:57
258 AttEdgeNet 88.41 67.64 56.47 80.00 Details Abbreviation 2018-11-16 01:41:04
284 Attention 84.52 54.83 44.60 74.03 Details Abbreviation 2018-05-03 15:45:48
287 n_v3 86.73 61.93 51.53 77.30 Details Abbreviation 2018-06-04 01:58:10
283 JD_BUPT 87.42 65.86 54.44 78.34 Details Abbreviation 2018-06-10 12:59:11
290 densenet&deeplabv3+ 81.56 49.56 37.92 70.65 Details Abbreviation 2018-05-27 05:33:01
292 87.74 65.72 55.43 78.70 Details Abbreviation 2018-09-27 11:03:38
297 xNet 80.98 47.50 36.20 70.20 Details Abbreviation 2018-06-06 04:21:49
301 zz 89.26 72.03 60.54 81.19 Details Abbreviation 2019-06-02 23:37:58
270 CE2P 88.92 67.78 57.90 80.59 Details Abbreviation 2018-09-19 13:19:19
285 B 89.02 70.72 59.58 80.86 Details Abbreviation 2019-04-08 04:33:28
307 Reproduce_SCHP 88.04 72.34 58.29 79.56 Details Abbreviation 2020-02-02 15:30:03
309 86.80 61.62 51.41 77.37 Details Abbreviation 2018-10-18 02:40:13
325 jpp21 86.51 61.39 51.18 76.90 Details Abbreviation 2018-10-09 05:57:44
328 87.51 63.29 53.21 78.47 Details Abbreviation 2018-10-13 09:08:03
330 86.41 60.75 50.30 76.75 Details Abbreviation 2018-10-18 12:20:03
329 pspnet101 87.52 63.20 53.27 78.34 Details Abbreviation 2018-10-22 08:06:51
335 84.19 57.36 47.17 73.10 Details Abbreviation 2018-11-02 02:06:26
340 85.80 62.60 51.39 75.92 Details Abbreviation 2019-04-03 08:57:12
324 e2e_semantic_p2_4convs_mask_project_softmax 83.25 64.74 47.40 73.29 Details Abbreviation 2018-11-09 23:47:12
369 Zll 85.29 61.67 49.91 75.23 Details Abbreviation 2019-01-22 14:40:32
377 test1111 45.61 22.97 13.27 35.76 Details Abbreviation 2019-03-11 11:11:13
379 Code X 89.79 75.86 63.57 82.03 Details Abbreviation 2019-06-01 07:33:18
382 90.61 74.69 64.13 83.33 Details Abbreviation 2019-06-02 19:43:26
384 what? 79.72 42.31 36.53 66.09 Details Abbreviation 2019-03-14 13:51:19
344 MPP 86.41 60.75 50.30 76.75 Details Abbreviation 2019-03-22 08:48:49
395 DENet 86.74 63.63 52.54 77.35 Details Abbreviation 2019-03-26 07:14:56
396 87.45 65.98 54.16 78.50 Details Abbreviation 2019-04-11 16:56:28
236 90.02 74.61 63.07 82.35 Details Abbreviation 2019-06-02 21:04:23
399 88.85 68.35 57.82 80.51 Details Abbreviation 2019-05-09 11:42:17
394 BAIDU-UTS 90.38 77.33 65.18 83.00 Details Abbreviation 2019-06-03 00:00:35
413 BUPT-pris727 88.95 68.19 57.93 80.63 Details Abbreviation 2019-05-19 09:38:14
391 62.40 12.10 9.17 43.08 Details Abbreviation 2019-04-12 11:22:30
416 87.58 66.07 55.03 78.61 Details Abbreviation 2019-05-12 12:02:46
405 yuanjianlong 89.53 70.86 59.96 81.65 Details Abbreviation 2019-05-10 17:05:02
323 HGP 31.90 7.51 3.39 24.08 Details Abbreviation 2019-04-18 04:32:03
428 88.74 71.90 59.31 80.57 Details Abbreviation 2019-05-23 03:28:30
310 87.86 64.84 54.63 78.99 Details Abbreviation 2019-04-27 11:37:29
363 PMSP 87.27 64.29 53.55 78.07 Details Abbreviation 2019-05-08 08:50:27
404 FPN 85.41 61.07 50.05 75.36 Details Abbreviation 2019-05-02 18:31:40
431 test 88.39 68.20 56.61 79.97 Details Abbreviation 2019-05-20 15:50:04
432 88.80 71.79 59.33 80.51 Details Abbreviation 2019-06-02 14:26:13
437 rl 89.10 70.92 59.38 80.95 Details Abbreviation 2019-05-09 03:54:13
446 88.16 66.72 55.78 79.51 Details Abbreviation 2019-05-15 11:34:56
438 89.48 72.32 61.30 81.53 Details Abbreviation 2019-05-29 15:46:55
433 Test1 89.54 74.96 62.46 81.69 Details Abbreviation 2019-06-02 15:21:14
448 unet_a_0.25 83.75 56.31 43.82 73.33 Details Abbreviation 2019-05-22 15:11:56
453 test102 89.14 72.44 60.65 81.01 Details Abbreviation 2019-06-01 09:52:19
457 89.83 76.12 63.82 82.09 Details Abbreviation 2019-06-02 10:33:04
466 test 31.90 7.51 3.39 24.08 Details Abbreviation 2019-09-16 03:01:48
468 trans_model_multi 89.25 77.31 62.61 81.33 Details Abbreviation 2019-10-11 05:24:27
471 PCALab_HPPE3 88.11 67.31 55.95 79.43 Details Abbreviation 2019-10-18 16:10:06
473 88.04 72.34 58.29 79.56 Details Abbreviation 2019-11-14 12:45:38
494 pspnet_modify 82.02 46.56 36.63 70.84 Details Abbreviation 2020-01-10 03:26:31
493 resnest101_asp_ocr 88.67 67.98 57.55 80.23 Details Abbreviation 2020-06-14 17:57:27
511 88.04 72.34 58.29 79.56 Details Abbreviation 2020-03-29 12:51:16
536 89.96 78.93 63.85 82.54 Details Abbreviation 2020-09-27 03:19:09
550 90.21 78.15 64.59 82.83 Details Abbreviation 2020-09-28 06:19:22
551 Tencent YouTu Lab 91.36 77.44 65.70 84.73 Details Abbreviation 2020-09-16 12:14:23
549 88.89 68.84 59.11 80.43 Details Abbreviation 2021-04-26 03:02:03
553 89.61 74.52 62.22 81.89 Details Abbreviation 2020-09-16 04:39:40
555 res2_101 mix mnode 89.72 76.73 63.27 82.07 Details Abbreviation 2020-09-26 06:59:39
543 AutoPP 88.35 71.64 58.60 79.92 Details Abbreviation 2021-02-23 09:21:38
557 31.90 7.51 3.39 24.08 Details Abbreviation 2020-10-19 06:56:00
581 guangying_human_parsing 89.34 75.20 61.57 81.46 Details Abbreviation 2021-02-17 15:18:41
590 Hslms 86.92 66.33 54.78 77.37 Details Abbreviation 2021-04-20 09:37:15