Leaderboard

Method Date Bellingham Bloomington Innsbruck San Francisco East Tyrol Overall
IoU Acc. IoU Acc. IoU Acc. IoU Acc. IoU Acc. IoU Acc.
Inria1 ? 3-Jan-17 52.91 95.14 46.08 94.95 58.12 95.16 57.84 86.05 59.03 96.40 55.82 93.54
Inria2 ? 3-Jan-17 56.11 95.37 50.40 95.27 61.03 95.37 61.38 87.00 62.51 96.61 59.31 93.93
TeraDeep ? 5-May-17 58.08 95.88 53.38 95.61 59.47 95.26 64.34 88.71 62.00 96.57 60.95 94.41
RMIT? 16-July-17 57.30 95.97 51.78 95.60 60.70 95.69 66.71 89.23 59.73 96.59 61.73 94.62
Raisa Energy? 8-Sep-17 64.46 96.04 56.63 95.38 66.99 95.97 67.74 87.48 69.21 96.92 65.94 94.36
DukeAMLL? 6-Nov-17 66.90 96.69 58.48 96.15 69.92 96.37 75.54 91.87 72.34 97.42 70.91 95.70
NUS? 13-Nov-17 65.36 96.34 58.50 95.95 68.45 96.21 71.17 90.08 71.58 97.32 68.36 95.18
Onera 1? 14-Nov-17 63.42 96.11 62.74 96.20 63.77 95.44 66.53 89.18 65.90 96.76 65.04 94.74
Onera 2? 14-Nov-17 68.92 96.94 68.12 97.00 71.87 96.72 71.17 89.74 74.75 97.78 71.02 95.63
NUS? 22-Nov-17 70.74 97.00 66.06 96.74 73.17 96.75 73.57 91.19 76.06 97.81 72.45 95.90
DukeAMLL? 29-Nov-17 67.14 96.64 65.43 96.73 72.27 96.66 75.72 91.80 74.67 97.70 72.55 95.91
Raisa Energy? 30-Nov-17 68.73 96.79 60.83 96.23 70.07 96.31 70.64 89.52 74.76 97.64 69.57 95.30
NUS? 11-Dec-17 66.93 96.54 61.42 96.34 71.06 96.47 74.34 91.47 73.21 97.51 70.99 95.67
NUS? 15-Dec-17 70.73 97.06 64.87 96.69 73.64 96.86 73.04 91.19 76.36 97.88 72.18 95.94
DukeAMLL? 15-Dec-17 68.75 96.89 59.17 96.27 71.82 96.66 69.28 89.90 75.83 97.85 69.15 95.51
Koki Takahashi? 22-Dec-17 69.71 96.89 67.10 96.49 78.41 97.47 79.79 93.29 80.15 98.26 76.42 96.48
Tao Hu? 2-Jan-18 65.92 96.78 62.05 96.54 72.37 96.91 69.78 90.35 70.21 97.46 68.72 95.61
ENPC – Singh? 4-Jan-18 63.34 95.90 63.20 96.16 76.08 97.18 74.91 91.67 77.58 98.01 72.07 95.78
ENPC – Singh2? 4-Jan-18 64.28 96.00 65.84 96.52 77.11 97.31 75.86 92.01 78.68 98.12 73.30 95.99
ENPC – Singh3? 5-Jan-18 63.58 95.91 63.94 96.22 76.28 97.21 75.48 91.83 77.69 98.03 72.50 95.84
Tao Hu2? 21-Jan-18 68.62 96.81 66.06 96.82 76.43 97.24 74.68 91.58 77.92 98.05 73.41 96.10
Ohleyer – ENS? 21-Jan-18 57.72 95.78 57.84 96.06 63.81 95.38 40.00 81.23 67.25 96.92 52.42 93.07
Tao Hu3? 23-Jan-18 70.73 97.10 69.75 97.15 76.58 97.26 76.10 91.80 78.63 98.11 74.95 96.29
Xiang Li? 6-Feb-18 67.08 96.65 61.86 96.37 70.20 96.44 74.90 91.61 71.90 97.47 71.03 95.71
Xiang Li2? 7-Feb-18 67.32 96.67 62.28 96.43 70.51 96.47 74.76 91.57 72.38 97.53 71.16 95.73
Tao Hu4? 8-Feb-18 70.73 97.09 69.98 97.22 76.74 97.29 76.73 92.34 79.09 98.17 75.33 96.42
Kang Zhao? 23-Feb-18 56.11 95.37 50.40 95.27 61.03 95.37 61.38 87.00 62.51 96.62 59.31 93.93
Vladimir Iglovikov? 27-Feb-18 72.24 97.13 72.10 97.28 74.57 96.85 72.40 90.60 78.33 98.01 73.41 95.97
Alexander Buslaev? 4-Mar-18 72.38 97.16 76.89 97.76 76.68 97.21 78.67 92.81 79.85 98.21 77.39 96.63
Alexander Buslaev2? 8-Mar-18 72.89 97.27 78.21 97.93 77.98 97.42 79.71 93.29 80.47 98.28 78.39 96.84
Romanian Academy? 8-Mar-18 68.46 96.72 65.58 96.50 71.16 96.37 65.07 85.58 73.92 97.57 67.45 94.55
Ales Zhuk? 9-Mar-18 43.12 91.74 25.92 83.43 46.29 90.71 65.93 87.47 40.03 90.80 47.46 88.83
Mi Zhang? 10-Mar-18 55.58 93.66 56.43 94.24 70.38 96.09 72.60 90.11 71.84 97.13 66.92 94.25
Vladimir Iglovikov2? 12-Mar-18 71.85 97.02 59.06 94.77 78.50 97.44 79.77 93.12 81.13 98.31 75.28 96.13
Ales Zhuk2? 28-Mar-18 53.91 94.66 51.18 94.69 57.92 94.20 72.07 90.53 56.31 95.01 62.11 93.82
Ales Zhuk3? 28-Mar-18 47.97 94.54 43.79 94.56 56.02 94.80 62.81 87.99 56.30 95.79 56.28 93.54
CC Yen? 04-Apr-18 21.00 87.92 12.37 86.74 22.33 87.61 22.62 71.85 20.17 89.13 20.36 84.65
CS of GZU? 9-Apr-18 68.97 96.95 49.60 95.44 66.87 96.21 58.30 86.66 73.45 97.68 61.91 94.59
Ales Zhuk4? 9-Apr-18 61.29 96.14 47.28 95.10 63.64 95.79 68.82 89.61 67.56 97.06 64.09 94.74
Ales Zhuk5? 9-Apr-18 47.97 94.54 43.79 94.56 56.02 94.80 62.81 87.99 56.30 95.79 56.28 93.54
Mafuyanscuec? 17-Apr-18 60.32 96.10 47.19 95.26 64.87 96.00 59.70 87.45 61.00 96.64 59.18 94.29
CS3 of GZU? 17-Apr-18 69.94 96.92 61.03 96.33 69.92 96.43 68.71 89.63 74.55 97.70 68.81 95.40
Selim Seferbekov? 17-Apr-18 73.11 97.23 78.80 97.95 77.32 97.26 78.61 92.71 80.64 98.25 77.92 96.68
Chandra Kiran? 17-Apr-18 62.14 95.98 58.91 95.84 64.15 95.63 67.11 88.41 64.99 96.79 64.64 94.53
Jimmy Ju? 23-Apr-18 71.59 97.14 57.57 96.06 70.39 96.53 70.41 90.21 76.97 97.94 69.74 95.58
Mi Zhang2? 27-Apr-18 66.74 96.77 64.34 96.70 72.60 96.77 68.54 89.90 71.02 97.36 68.73 95.50
Selim Seferbekov2? 29-Apr-18 73.66 97.30 79.96 98.05 78.36 97.41 79.33 92.85 79.04 98.07 78.45 96.74
Mafuyanscuec2? 1-May-18 66.29 96.63 58.59 96.14 67.33 96.11 69.90 90.04 71.20 97.41 67.71 95.27
Ali Aliev? 6-May-18 73.30 97.19 77.18 97.77 77.31 97.23 78.48 92.58 76.88 97.80 77.22 96.51
Pavel Yakubovskiy? 10-May-18 72.80 97.22 78.49 97.89 77.47 97.29 79.69 93.15 80.38 98.25 78.31 96.76
Onur Tasar? 7-June-18 72.32 97.17 72.38 97.30 76.32 97.08 77.06 92.08 78.27 97.97 75.85 96.32
Q Liu? 20-June-18 57.80 95.83 38.30 94.44 61.23 95.41 62.28 87.20 62.94 96.61 58.66 93.90
Ghassemi Sina? 25-June-18 69.47 96.74 75.17 97.58 75.90 97.05 72.76 91.20 76.89 97.93 73.63 96.10
Ali Aliev? 27-June-18 73.59 97.22 75.13 97.59 77.62 97.28 76.90 92.00 81.08 98.29 76.83 96.48
Xiang Li? 29-June-18 65.50 96.39 66.63 96.85 72.59 96.73 76.14 91.96 71.86 97.48 72.36 95.88
Sina Ghassemi? 05-July-18 69.13 96.92 70.30 97.17 72.51 96.76 72.76 91.20 75.31 97.83 72.21 95.97
Huan Qi? 27-July-18 61.47 95.79 54.11 95.36 65.01 95.51 65.11 87.11 66.75 96.78 63.41 94.11
Sina Ghassemi2? 27-July-18 69.70 96.99 66.70 96.72 72.16 96.68 65.85 88.91 73.91 97.68 68.50 95.40
Sina Ghassemi3? 30-July-18 68.17 96.83 67.97 96.93 73.07 96.78 66.78 89.21 75.42 97.84 69.20 95.52
Bodhiswatta-ICTLab? 02-August-18 62.44 96.03 48.20 95.21 59.83 95.24 73.19 90.98 60.35 96.10 64.82 94.71
Sina Ghassemi4? 02-August-18 66.46 96.51 70.27 97.16 72.49 96.76 69.61 89.02 75.29 97.82 70.36 95.46
Alexey Bokhovkin? 05-August-18 71.10 97.02 76.30 97.64 75.19 96.97 78.21 92.61 78.14 98.03 76.49 96.45
Alexey Bokhovkin2? 08-August-18 70.15 96.98 74.26 97.51 73.69 96.81 77.59 92.53 76.18 97.87 75.34 96.34
Bodhiswatta-ICTLab2? 15-August-18 66.14 96.53 50.30 95.33 64.50 95.60 71.05 90.11 63.94 96.46 65.83 94.80
ZhenguoYuan? 19-August-18 70.33 97.01 59.27 96.17 74.78 97.03 60.31 87.09 77.81 98.03 66.05 95.07
ZhenguoYuanMS? 21-August-18 64.36 96.40 52.99 95.60 68.14 96.20 62.97 87.49 71.13 97.37 63.74 94.61
ZhenguoYuanVGG? 21-August-18 68.11 96.77 60.41 96.20 72.33 96.65 67.72 88.50 73.22 97.52 68.25 95.13
Fuzail Palnak? 27-August-18 59.76 95.55 61.44 96.35 72.78 96.83 70.19 90.16 73.66 97.70 68.33 95.32
Sina Ghassemi? 14-September-18 66.47 96.52 70.30 97.17 72.51 96.76 69.64 89.04 75.31 97.83 70.39 95.46
Sina Ghassemi? 17-September-18 69.13 96.92 70.30 97.17 72.51 96.76 69.64 89.04 75.31 97.83 70.76 95.54
Shen Shen? 17-September-18 65.04 96.36 53.61 95.51 65.11 95.61 72.10 90.23 68.68 97.03 67.27 94.95
Simon? 18-September-18 63.71 96.34 55.65 95.79 67.77 96.05 66.28 88.70 70.41 97.20 65.35 94.82
Maria Papadomanolaki? 18-September-18 67.20 96.60 60.39 96.23 71.89 96.63 71.59 90.30 75.41 97.76 70.08 95.50
Song Zichen? 20-September-18 69.85 97.00 68.38 97.00 73.60 96.86 73.76 91.17 75.96 97.86 72.78 95.98
Zhang Bin? 23-September-18 70.29 96.98 65.29 96.36 74.49 96.99 73.30 91.22 75.55 97.84 72.21 95.88
Zhang Bin2? 25-September-18 71.68 97.18 71.48 97.32 75.39 97.15 75.91 92.14 77.03 97.99 74.80 96.36
Shen Shen? 26-September-18 70.13 96.92 55.35 95.40 71.41 96.54 69.69 89.72 76.33 97.82 68.88 95.28
Song Zichen? 27-September-18 70.77 97.11 71.83 97.36 75.20 97.07 75.37 91.83 78.44 98.10 74.64 96.29
Bodhiswatta-ICTLab? 28-September-18 67.66 96.66 66.42 96.61 69.38 96.33 74.41 91.52 69.73 97.28 71.02 95.68
Fuzail Palnak? 17-October-18 64.73 96.60 63.27 96.58 72.66 96.88 67.81 89.64 72.92 97.66 68.20 95.47
Maria Papadomanolaki? 18-October-18 64.69 96.47 59.19 96.20 67.59 96.18 75.63 91.83 70.68 97.30 70.18 95.60
Maria Papadomanolaki? 18-October-18 64.88 96.49 53.22 95.70 66.30 96.07 73.85 91.37 68.67 97.19 68.16 95.36
Zhang Bin? 22-October-18 72.21 97.26 74.15 97.55 76.92 97.29 78.69 93.00 79.08 98.14 76.99 96.65
Bodhiswatta Chatterjee? 27-November-18 73.50 97.29 79.38 98.02 78.09 97.35 79.76 93.14 80.99 98.29 78.73 96.82
Adrian Boguszewski? 29-November-18 67.67 96.11 72.70 97.07 73.42 96.50 72.79 89.80 77.96 97.88 72.73 95.47
Koki Takahashi (Waseda University)? 12-January-19 74.15 97.44 75.55 97.72 78.62 97.43 80.65 93.63 80.80 98.31 78.80 96.91
Bodhiswatta Chatterjee [10]
– ICTLab, Concordia Univ., Montreal?
06-February-19 73.74 97.35 80.66 98.15 79.13 97.52 81.41 93.89 81.36 98.35 79.88 97.05
Bodhiswatta Chatterjee [12]
– ICTLab, Concordia Univ., Montreal?
06-February-19 74.63 97.47 80.80 98.18 79.50 97.58 81.85 94.08 81.71 98.39 80.32 97.14
WenChao Kang [6] ? 24 April 19 71.03 97.07 62.13 96.45 75.45 97.11 74.54 91.53 77.31 97.99 72.95 96.03
Fuzail Palnak – Sinhgad [3] ? 09 June 19 73.48 97.32 74.16 97.52 78.29 97.44 77.48 92.48 80.42 98.27 76.98 96.61
Jhansi, Pallavi, Zoheb – fellowship.ai? 11 June 19 66.07 96.45 67.26 96.85 68.89 96.11 72.08 90.83 71.52 97.32 70.01 95.51
Aleksandar Milosavljevic – University of Nis,
Faculty of Electronic Engineering
26 June 19 73.90 97.35 72.97 97.39 77.31 97.32 76.46 92.01 80.41 98.23 76.27 96.46
Yuting Zhu [2]
Shantou University
03 September 2019 69.59 96.97 66.51 96.82 75.25 97.07 73.27 91.10 78.39 98.08 72.83 96.01
Can Altinigne [34]
EPFL
06 September 2019 71.25 97.17 71.86 97.33 75.81 97.19 76.99 92.34 78.52 98.10 75.55 96.43
Yuting Zhu [8]
Shantou University
17 September 2019 70.14 96.91 69.31 97.06 74.98 96.99 74.55 91.52 78.71 98.09 73.83 96.12
Yuting Zhu [9]
Shantou University
18 September 2019 71.16 97.04 68.37 96.97 75.32 97.02 75.52 91.84 79.01 98.11 74.39 96.20
Yuting Zhu [11]
Shantou University
23 September 2019 71.08 97.05 70.51 97.11 75.57 97.06 75.39 91.66 79.04 98.12 74.63 96.20
Zhaohong Xu [2]
Jilin University
21 October 2019 69.33 96.91 64.03 96.31 75.41 97.05 71.32 90.16 77.83 98.02 71.48 95.69

The classification samples (?) correspond to this piece of input color image.
For the sake of fairness, numbers between brackets [] indicate the number of submissions.

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