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NIPS 2017: Defense Against Adversarial Attack

Final LB Best sub LB Late sub LB Top 1000 subs Kaggle competition page

Best public scores and final private scores

Score race among top 10 teams

Final leaderboard

Showing 107/107 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
1 1 Gold TsAIL ○○○○○ 820405 0.9531639999999999 0.9531639999999999 1
2 2 Gold iyswim ○○○○ 858196 0.923524 0.923524 3
3 3 Gold Anil Thomas 806513 0.91484 0.91484 3
4 4 Gold erko 779225 0.911961 0.911961 3
5 5 Gold Stanford & Suns ○○○○○○○ 867887 0.910593 0.910593 4
6 6 Gold Cosmos 828434 0.907634 0.907634 1
7 7 Gold FatFingers ○○○○ 806867 0.9014700000000001 0.9014700000000001 2
8 8 Gold a01177c ○○ 817194 0.8986069999999999 0.8986069999999999 1
9 9 Gold WNP ○○ 816739 0.898509 0.898509 4
10 10 Gold Kohei 771244 0.895683 0.895683 3
11 11 Silver Yash Sharma 770766 0.8949159999999999 0.8949159999999999 1
12 12 Silver Evgeny Kurbatsky 883879 0.892626 0.892626 1
13 13 Silver wenxi 819712 0.8884120000000001 0.8884120000000001 1
14 14 Silver xormachine 825172 0.8876290000000001 0.8876290000000001 3
15 15 Silver VLC ○○ 829297 0.8874290000000001 0.8874290000000001 2
16 16 Silver heimdall ○○○○○○ 856476 0.8870110000000001 0.8870110000000001 2
17 17 Silver Tony Y. 802555 0.885389 0.885389 3
18 18 Silver raghakot 890070 0.882942 0.882942 1
19 19 Silver zzgo 784743 0.881866 0.881866 1
20 20 Silver Vandy ○○○○ 852403 0.8810459999999999 0.8810459999999999 1
21 21 Silver Neuroglycerin ○○○○○ 818970 0.8755850000000001 0.8755850000000001 3
22 22 Bronze Komaki 876919 0.875492 0.875492 2
23 23 Bronze toshi_k 815016 0.874468 0.874468 3
24 24 Bronze Rafael Moraes 827996 0.8717389999999999 0.8717389999999999 3
25 25 Bronze maplewolf 917439 0.871059 0.871059 1
26 26 Bronze EvadeML.org ○○○○○○○○ 822525 0.87092 0.87092 2
27 27 Bronze adver 917178 0.8695379999999999 0.8695379999999999 1
28 28 Bronze rsent 829953 0.8684790000000001 0.8684790000000001 3
29 29 Bronze CASIA 793056 0.8672120000000001 0.8672120000000001 1
30 30 Bronze crocodile 847131 0.866403 0.866403 1
31 31 Bronze wpwei ○○○ 887315 0.86287 0.86287 1
32 32 Bronze Corail 917819 0.855993 0.855993 1
33 33 Bronze placeholder ○○ 804043 0.8516739999999999 0.8516739999999999 3
34 34 Bronze ミ^・.・^彡SPN ○○○○○○○○ 809408 0.8492069999999999 0.8492069999999999 3
35 35 Bronze PUMP 859790 0.8477370000000001 0.8477370000000001 1
36 36 Bronze Sangxia 770270 0.8455239999999999 0.8455239999999999 1
37 37 Bronze rakhlin 905601 0.842665 0.842665 1
38 38 Bronze haystack 891846 0.831939 0.831939 1
39 39 Bronze voilin 809151 0.829232 0.829232 3
40 40 Bronze StupÏdHans ○○○○ 826514 0.8288969999999999 0.8288969999999999 2
41 41 Bronze Fool me if you can ○○○○○ 781593 0.8206690000000001 0.8206690000000001 2
42 42 Bronze Vladislav Kassym 824253 0.8098390000000001 0.8098390000000001 3
43 43 Wubba Lubba Dub-Dub ○○ 827119 0.808294 0.808294 3
44 44 Jonathan 954977 0.797564 0.797564 1
45 45 zzzz 918319 0.790335 0.790335 1
46 46 onfido ○○ 909438 0.785243 0.785243 2
47 47 PouriaMor 881522 0.783792 0.783792 1
48 48 CityU_CS ○○○○ 840232 0.7778520000000001 0.7778520000000001 2
49 49 wcsl ○○ 956470 0.774913 0.774913 1
50 50 Taehoon Kim 771538 0.772908 0.772908 2
51 51 meron 802799 0.772908 0.772908 2
52 52 Jing Lu 885333 0.772908 0.772908 2
53 53 Mathurin Aché 802227 0.772908 0.772908 1
54 54 JohnM 839157 0.772908 0.772908 2
55 55 crynn 826599 0.772908 0.772908 3
56 56 TeraFlops 773352 0.772908 0.772908 1
57 57 falcon 886780 0.772908 0.772908 1
58 58 InfiniteWing 793723 0.768229 0.768229 1
59 59 iwiwi ○○○○○ 799534 0.757112 0.757112 3
60 60 Johnfly 951576 0.7338680000000001 0.7338680000000001 1
61 61 OlegA 827479 0.694447 0.694447 3
62 62 Finbarr Timbers 801243 0.670514 0.670514 3
63 63 Samuel Kriman 777668 0.644366 0.644366 3
64 64 RuaAlta ○○ 777035 0.633509 0.633509 3
65 65 R Fong 917854 0.629498 0.629498 1
66 66 Soton Squad ○○ 885884 0.509113 0.509113 1
67 67 amateur_in_aperture ○○ 885324 0.508436 0.508436 1
68 68 ShirokuyuNaShirokuyu ○○ 863975 0.493428 0.493428 2
69 69 Defense Of The Ancients ○○ 804773 0.483047 0.483047 1
70 70 Abdurrahman 798586 0.481908 0.481908 3
71 71 dtsip 959127 0.47990200000000005 0.47990200000000005 1
72 72 Alan Tian 796410 0.47821199999999997 0.47821199999999997 3
73 73 xqlgrx 957541 0.46837399999999996 0.46837399999999996 1
74 74 indirection1 914617 0.45834600000000003 0.45834600000000003 1
75 75 USTC Team ○○○○○ 811941 0.365196 0.365196 2
76 76 Damodar 770917 0.284393 0.284393 3
77 77 aigis 781408 0.284393 0.284393 1
78 78 Xingjun 829623 0.284393 0.284393 2
79 79 Roman Trusov 880428 0.284393 0.284393 2
80 80 Chia-Ta Tsai 912462 0.284393 0.284393 1
81 81 Rob Wishart 914652 0.284393 0.284393 1
82 82 Defender 823815 0.284393 0.284393 1
83 83 zarak 776010 0.28439200000000003 0.28439200000000003 3
84 84 Abhishek Nagarjuna 795911 0.28439200000000003 0.28439200000000003 3
85 85 BBK DCS 782085 0.28439200000000003 0.28439200000000003 3
86 86 gheeraej 818229 0.28439200000000003 0.28439200000000003 3
87 87 Vladimir Larin 818401 0.28439200000000003 0.28439200000000003 3
88 88 Larry Z 807149 0.28439200000000003 0.28439200000000003 3
89 89 ZFTurbo 776836 0.28439200000000003 0.28439200000000003 2
90 90 Finlay Liu 855290 0.28439200000000003 0.28439200000000003 2
91 91 !NxGTR 862448 0.28439200000000003 0.28439200000000003 2
92 92 KihoSuh 827737 0.28439200000000003 0.28439200000000003 2
93 93 Alex Parinov 836395 0.28439200000000003 0.28439200000000003 2
94 94 DarkThunder ○○ 826968 0.28439200000000003 0.28439200000000003 2
95 95 Igor Krashenyi 887283 0.28439200000000003 0.28439200000000003 2
96 96 daten-kieker 805895 0.28439200000000003 0.28439200000000003 3
97 97 Nilabha Bhattacharya 948754 0.28439200000000003 0.28439200000000003 1
98 98 Bojan Tunguz 821930 0.28439200000000003 0.28439200000000003 2
99 99 AdamKnapp 821059 0.244869 0.244869 3
100 100 oddata 793916 0.132556 0.132556 1
101 101 WRUSW ○○○ 823166 0.090574 0.090574 2
102 102 Xt ○○ 824488 0.045452 0.045452 3
103 103 Multimedia Computing Grou.. 820003 0.016794 0.016794 2
104 104 DanB 796394 0.008964 0.008964 2
105 105 RoMo 830183 0.001019 0.001019 1
106 106 ellagale 810079 0.0 0.0 1
107 107 weplaydefense ○○ 825803 0.0 0.0 1