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NIPS 2017: Defense Against Adversarial Attack

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Best sub leaderboard

What if every single team had chosen their best sub for final scoring?
This LB is based on that scenario.
Team name Public(final) Private(final) Private(best) Public score Private score Date
TsAIL ○○○○○ 1 1 1 0.9531639999999999 0.9531639999999999 2017-10-01
iyswim ○○○○ 2 2 2 0.923524 0.923524 2017-10-01
Anil Thomas 3 3 3 0.91484 0.91484 2017-09-30
erko 4 4 4 0.911961 0.911961 2017-10-01
Stanford & Suns ○○○○○○○ 5 5 5 0.910593 0.910593 2017-10-01
Cosmos 6 6 6 0.907634 0.907634 2017-09-27
FatFingers ○○○○ 7 7 7 0.9014700000000001 0.9014700000000001 2017-09-30
a01177c ○○ 8 8 8 0.8986069999999999 0.8986069999999999 2017-10-01
WNP ○○ 9 9 9 0.898509 0.898509 2017-10-01
Kohei 10 10 10 0.895683 0.895683 2017-10-01
Yash Sharma 11 11 11 0.8949159999999999 0.8949159999999999 2017-10-01
Evgeny Kurbatsky 12 12 12 0.892626 0.892626 2017-10-01
wenxi 13 13 13 0.8884120000000001 0.8884120000000001 2017-10-01
xormachine 14 14 14 0.8876290000000001 0.8876290000000001 2017-10-01
VLC ○○ 15 15 15 0.8874290000000001 0.8874290000000001 2017-10-01
heimdall ○○○○○○ 16 16 16 0.8870110000000001 0.8870110000000001 2017-09-15
Tony Y. 17 17 17 0.885389 0.885389 2017-09-30
raghakot 18 18 18 0.882942 0.882942 2017-10-01
zzgo 19 19 19 0.881866 0.881866 2017-09-30
Vandy ○○○○ 20 20 20 0.8810459999999999 0.8810459999999999 2017-10-01
Neuroglycerin ○○○○○ 21 21 21 0.8755850000000001 0.8755850000000001 2017-10-01
Komaki 22 22 22 0.875492 0.875492 2017-10-01
toshi_k 23 23 23 0.874468 0.874468 2017-10-01
Rafael Moraes 24 24 24 0.8717389999999999 0.8717389999999999 2017-10-01
maplewolf 25 25 25 0.871059 0.871059 2017-10-01
EvadeML.org ○○○○○○○○ 26 26 26 0.87092 0.87092 2017-10-01
adver 27 27 27 0.8695379999999999 0.8695379999999999 2017-10-01
rsent 28 28 28 0.8684790000000001 0.8684790000000001 2017-10-01
CASIA 29 29 29 0.8672120000000001 0.8672120000000001 2017-10-01
crocodile 30 30 30 0.866403 0.866403 2017-10-01
wpwei ○○○ 31 31 31 0.86287 0.86287 2017-10-01
Corail 32 32 32 0.855993 0.855993 2017-09-29
placeholder ○○ 33 33 33 0.8516739999999999 0.8516739999999999 2017-09-15
ミ^・.・^彡SPN ○○○○○○○○ 34 34 34 0.8492069999999999 0.8492069999999999 2017-09-26
PUMP 35 35 35 0.8477370000000001 0.8477370000000001 2017-10-01
Sangxia 36 36 36 0.8455239999999999 0.8455239999999999 2017-09-30
rakhlin 37 37 37 0.842665 0.842665 2017-10-01
haystack 38 38 38 0.831939 0.831939 2017-09-28
voilin 39 39 39 0.829232 0.829232 2017-10-01
StupÏdHans ○○○○ 40 40 40 0.8288969999999999 0.8288969999999999 2017-10-01
Fool me if you can ○○○○○ 41 41 41 0.8206690000000001 0.8206690000000001 2017-10-01
Vladislav Kassym 42 42 42 0.8098390000000001 0.8098390000000001 2017-08-01
Wubba Lubba Dub-Dub ○○ 43 43 43 0.808294 0.808294 2017-09-29
Jonathan 44 44 44 0.797564 0.797564 2017-09-30
zzzz 45 45 45 0.790335 0.790335 2017-09-15
onfido ○○ 46 46 46 0.785243 0.785243 2017-09-29
PouriaMor 47 47 47 0.783792 0.783792 2017-09-15
CityU_CS ○○○○ 48 48 48 0.7778520000000001 0.7778520000000001 2017-08-22
wcsl ○○ 49 49 49 0.774913 0.774913 2017-10-01
Jing Lu 52 52 50 0.772908 0.772908 2017-09-01
crynn 55 55 51 0.772908 0.772908 2017-09-15
Mathurin Aché 53 53 52 0.772908 0.772908 2017-09-12
Taehoon Kim 50 50 53 0.772908 0.772908 2017-08-25
JohnM 54 54 54 0.772908 0.772908 2017-09-13
meron 51 51 55 0.772908 0.772908 2017-08-29
falcon 57 57 56 0.772908 0.772908 2017-09-26
TeraFlops 56 56 57 0.772908 0.772908 2017-09-15
InfiniteWing 58 58 58 0.768229 0.768229 2017-10-01
iwiwi ○○○○○ 59 59 59 0.757112 0.757112 2017-08-01
Johnfly 60 60 60 0.7338680000000001 0.7338680000000001 2017-09-29
OlegA 61 61 61 0.694447 0.694447 2017-08-01
Finbarr Timbers 62 62 62 0.670514 0.670514 2017-07-31
Samuel Kriman 63 63 63 0.644366 0.644366 2017-07-19
RuaAlta ○○ 64 64 64 0.633509 0.633509 2017-07-28
R Fong 65 65 65 0.629498 0.629498 2017-09-15
Soton Squad ○○ 66 66 66 0.509113 0.509113 2017-09-15
amateur_in_aperture ○○ 67 67 67 0.508436 0.508436 2017-10-01
ShirokuyuNaShirokuyu ○○ 68 68 68 0.493428 0.493428 2017-09-01
Defense Of The Ancients ○○ 69 69 69 0.483047 0.483047 2017-08-01
Abdurrahman 70 70 70 0.481908 0.481908 2017-07-20
dtsip 71 71 71 0.47990200000000005 0.47990200000000005 2017-10-01
xqlgrx 73 73 72 0.46837399999999996 0.46837399999999996 2017-10-01
indirection1 74 74 73 0.45834600000000003 0.45834600000000003 2017-09-14
USTC Team ○○○○○ 75 75 74 0.365196 0.365196 2017-09-14
Chia-Ta Tsai 80 80 75 0.284393 0.284393 2017-09-14
Damodar 76 76 76 0.284393 0.284393 2017-07-05
Defender 82 82 77 0.284393 0.284393 2017-09-29
Rob Wishart 81 81 78 0.284393 0.284393 2017-09-15
Roman Trusov 79 79 79 0.284393 0.284393 2017-08-31
aigis 77 77 80 0.284393 0.284393 2017-07-31
Xingjun 78 78 81 0.284393 0.284393 2017-08-18
daten-kieker 96 96 82 0.28439200000000003 0.28439200000000003 2017-09-27
gheeraej 86 86 83 0.28439200000000003 0.28439200000000003 2017-07-27
Igor Krashenyi 95 95 84 0.28439200000000003 0.28439200000000003 2017-09-01
zarak 83 83 85 0.28439200000000003 0.28439200000000003 2017-07-07
DarkThunder ○○ 94 94 86 0.28439200000000003 0.28439200000000003 2017-09-01
Nilabha Bhattacharya 97 97 87 0.28439200000000003 0.28439200000000003 2017-09-28
Larry Z 88 88 88 0.28439200000000003 0.28439200000000003 2017-07-31
Bojan Tunguz 98 98 89 0.28439200000000003 0.28439200000000003 2017-10-01
KihoSuh 92 92 90 0.28439200000000003 0.28439200000000003 2017-08-25
Alex Parinov 93 93 91 0.28439200000000003 0.28439200000000003 2017-08-28
BBK DCS 85 85 92 0.28439200000000003 0.28439200000000003 2017-07-25
!NxGTR 91 91 93 0.28439200000000003 0.28439200000000003 2017-08-18
ZFTurbo 89 89 94 0.28439200000000003 0.28439200000000003 2017-08-15
Vladimir Larin 87 87 95 0.28439200000000003 0.28439200000000003 2017-07-27
Abhishek Nagarjuna 84 84 96 0.28439200000000003 0.28439200000000003 2017-07-18
Finlay Liu 90 90 97 0.28439200000000003 0.28439200000000003 2017-08-15
AdamKnapp 99 99 98 0.244869 0.244869 2017-08-01
oddata 100 100 99 0.132556 0.132556 2017-09-14
WRUSW ○○○ 101 101 100 0.090574 0.090574 2017-09-01
Xt ○○ 102 102 101 0.045452 0.045452 2017-07-31
Multimedia Computing Group 103 103 102 0.016794 0.016794 2017-10-01
DanB 104 104 103 0.008964 0.008964 2017-09-30
RoMo 105 105 104 0.001019 0.001019 2017-09-15
ellagale 106 106 105 0.0 0.0 2017-09-29
weplaydefense ○○ 107 107 106 0.0 0.0 2017-10-01