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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