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

The classification samples (?) correspond to this piece of input color image.

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