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Challenges in Representation Learning: The Black Box Learning Challenge

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 211/211 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
2 1 1 Gold doubleshot 42738 0.7008 0.7022 49
1 2 -1 Gold sayit 41042 0.7118 0.6958 41
5 3 2 Gold leif erickson 42344 0.6874 0.6848 41
6 4 2 Gold CLVP ○○○ 41542 0.6832 0.6786 35
4 5 -1 Gold AuroraXie 41223 0.6896 0.6724 37
10 6 4 Gold Lukasz 8000 41898 0.6726 0.6718 23
3 7 -4 Gold Bing Xu 41103 0.6914 0.6696 63
9 8 1 Gold wweight 41441 0.6796 0.6692 26
7 9 -2 Gold 搞GFW的 39643 0.6824 0.6664 40
13 10 3 Gold BlackBoxooma 41420 0.6634 0.6634 39
8 11 -3 Silver BigPig 43995 0.6806 0.6622 4
14 12 2 Silver just some tests 41838 0.6592 0.6594 9
11 13 -2 Silver chenchen1991 41678 0.6718 0.6558 12
12 14 -2 Silver Dan and Will ○○ 40070 0.6674 0.6552 33
18 15 3 Silver Kim Kolossal & Kanye Kunt 39713 0.6424 0.6454 22
16 16 Silver falloutboy 42334 0.6454 0.638 15
15 17 -2 Silver redemperor 40068 0.6514 0.6354 40
17 18 -1 Silver shiggles 40904 0.6438 0.6274 44
19 19 Silver RBM 39729 0.638 0.6246 8
21 20 1 Silver jajo 42161 0.6304 0.6202 26
20 21 -1 Silver Nico de Vos 41430 0.6328 0.615 9
23 22 1 Silver ryank 40419 0.624 0.6146 10
22 23 -1 Silver MMP 40101 0.6244 0.6132 7
27 24 3 Silver tks 44314 0.6168 0.61 1
25 25 Silver nhlx5haze 41413 0.6196 0.6078 17
30 26 4 Silver vitoryano 42726 0.6108 0.6072 29
32 27 5 Silver Yiannis K. 41445 0.6074 0.6068 15
28 28 Silver Leustagos & Black Magic ○○ 40325 0.6142 0.6058 46
24 29 -5 Silver Andrey Kolev 42198 0.6206 0.6054 26
26 30 -4 Silver RobertW 42663 0.6188 0.6054 9
29 31 -2 Silver megasoft ○○ 41249 0.611 0.6032 17
33 32 1 Silver Sergey 40914 0.607 0.6026 22
31 33 -2 Silver ||RM^2S||_F ○○○○○ 42129 0.6094 0.601 17
41 34 7 Silver kg 41387 0.5958 0.5994 7
39 35 4 Silver David 40867 0.5982 0.5946 50
37 36 1 Silver Blind Ape 41426 0.5996 0.594 20
36 37 -1 Silver Lucas 42029 0.5996 0.5928 4
34 38 -4 Silver Luxtorpeda ○○ 41226 0.6026 0.5926 16
35 39 -4 Silver Wild Goose Chase ○○ 42528 0.6006 0.5886 8
46 40 6 Silver shallow learning 43938 0.5874 0.5884 7
44 41 3 Silver David Low 43765 0.59 0.588 8
38 42 -4 Silver John Clarke 40924 0.599 0.585 39
40 43 -3 Bronze memimo 39742 0.5962 0.5848 6
47 44 3 Bronze schongut 42624 0.5870000000000001 0.5846 34
42 45 -3 Bronze cc11 39650 0.5926 0.583 3
45 46 -1 Bronze Andrew Beam 40074 0.5874 0.5828 8
43 47 -4 Bronze yn 40324 0.5908 0.5826 28
48 48 Bronze Sunil 40588 0.5848 0.5776 12
49 49 Bronze Clever Algorithms 41378 0.5768 0.569 38
50 50 Bronze Tree 41345 0.5766 0.5678 9
52 51 1 Bronze bgab 42144 0.5682 0.5656 2
54 52 2 Bronze redjava 41581 0.5652 0.5656 3
60 53 7 Bronze adveboy 41605 0.5572 0.5616 16
59 54 5 Bronze Fashematicians ○○ 40842 0.5576 0.5614 16
53 55 -2 Bronze BigNate 41852 0.5668 0.5594 24
51 56 -5 Bronze Vlado Boza 42110 0.5692 0.5589999999999999 3
58 57 1 Bronze Anil Thomas 44338 0.5578 0.5548 2
61 58 3 Bronze Anaconda 44228 0.5556 0.5528 3
57 59 -2 Bronze TeamSMRT 43078 0.5582 0.551 6
55 60 -5 Bronze Liu 42675 0.5628 0.5508 8
62 61 1 Bronze ak3nat0n 43756 0.5544 0.5506 6
64 62 2 Bronze bosmart 41245 0.5504 0.5496 18
56 63 -7 Bronze ragingphilip 40931 0.5594 0.5494 3
66 64 2 Bronze ThierryS 43373 0.544 0.545 10
63 65 -2 Bronze Benoit Plante 40692 0.5536 0.5448 14
72 66 6 Bronze jl 39954 0.5256 0.544 5
71 67 4 Bronze Radom Radom 42690 0.5258 0.5398 2
68 68 Bronze maeglin 43571 0.5364 0.539 12
70 69 1 Bronze a.mat 41013 0.5282 0.5354 8
67 70 -3 Bronze lsoft 39636 0.5394 0.5344 13
69 71 -2 Bronze Noel Smith 40782 0.531 0.5329999999999999 12
73 72 1 Bronze Joerg Rings 40875 0.5254 0.5328 10
65 73 -8 Bronze BlackBoxFum 42923 0.5456 0.5316 14
74 74 Bronze Sayani 39623 0.525 0.5254 33
77 75 2 Bronze Daniel Pineo 41558 0.5162 0.5148 1
78 76 2 Bronze michfeld 40032 0.5118 0.5136 1
79 77 2 Bronze Ivelin Angelov 40779 0.5118 0.5136 2
80 78 2 Bronze Jack Sparrow 40792 0.5118 0.5136 5
81 79 2 Bronze trandom77 43508 0.5118 0.5136 2
82 80 2 Bronze vb2317 43300 0.5118 0.5136 3
83 81 2 Bronze DataMonkeys 44101 0.5118 0.5136 2
87 82 5 Bronze Staffterry 42588 0.5028 0.5122 1
76 83 -7 Bronze Blazej Wieliczko 44123 0.5164 0.5106 4
75 84 -9 Bronze blindbat 42659 0.5218 0.5102 7
86 85 1 Takivatan 44329 0.504 0.5068 1
84 86 -2 Colors of Sound ○○ 42284 0.5104 0.5008 9
85 87 -2 Martin Beyer 42579 0.5102 0.49700000000000005 10
89 88 1 Aaron Schumacher 39792 0.4962 0.4958 6
88 89 -1 DataGeek 39931 0.502 0.4942 11
90 90 Michael Jahrer 40194 0.4952 0.4932 4
92 91 1 qw12er34 ○○ 40198 0.4856 0.4926 2
91 92 -1 Perceptrons 40181 0.4858 0.4902 2
98 93 5 pmill 42788 0.47700000000000004 0.4858 10
99 94 5 qfwfq 40834 0.4766 0.4826 3
93 95 -2 keezy 41020 0.4832 0.4818 2
97 96 1 Rafael 40735 0.47700000000000004 0.4816 9
96 97 -1 Mforg 40901 0.4772 0.4786 11
94 98 -4 cwthornt 41287 0.48200000000000004 0.4782 3
95 99 -4 Miroslaw Horbal 40040 0.4776 0.4728 11
108 100 8 Michael 43236 0.4468 0.4636 2
100 101 -1 BigFacedCat 39938 0.4696 0.4606 4
101 102 -1 Richard Pospesel 41073 0.4644 0.4598 8
102 103 -1 Rage against the machine .. 41807 0.45399999999999996 0.4552 3
103 104 -1 LeonidVasilyev 40452 0.4504 0.4496 14
105 105 Indy Actuaries ○○○ 41050 0.4484 0.4486 1
106 106 Domcastro 39946 0.4484 0.4486 3
104 107 -3 alexMM 42156 0.4496 0.446 5
107 108 -1 SEHawk 40922 0.4474 0.4434 12
111 109 2 TP 40057 0.4344 0.4376 5
110 110 pcp135 43183 0.4366 0.436 13
109 111 -2 Damian Mingle 39675 0.4378 0.4336 8
112 112 Rob R. 43361 0.4304 0.4326 3
116 113 3 bob 40502 0.4094 0.4274 5
113 114 -1 Hui Zhang 40390 0.4188 0.424 5
114 115 -1 alzhu 40000 0.4172 0.424 7
115 116 -1 tjs_ 40046 0.4166 0.4156 5
118 117 1 JMB 40917 0.4066 0.4116 2
120 118 2 ikretus 43273 0.3948 0.4066 4
119 119 Testing 40109 0.40399999999999997 0.4052 3
117 120 -3 YetiMan 39780 0.4078 0.4012 12
123 121 2 iamkhader 42821 0.3812 0.3974 5
122 122 mewertowska 41617 0.38799999999999996 0.3936 10
124 123 1 Chetan Nichkawde 40752 0.3788 0.391 8
121 124 -3 MCOC 40238 0.3922 0.3776 33
137 125 12 Furstenwald 39717 0.3544 0.3724 1
125 126 -1 Thorium powered monkey 41951 0.3778 0.3698 3
129 127 2 jimmity mcjimmons jr. 39993 0.3646 0.3684 1
126 128 -2 primaryobjects 42705 0.377 0.3684 5
136 129 7 Shakir 43597 0.355 0.368 4
127 130 -3 Habib 44297 0.3758 0.36700000000000005 1
130 131 -1 Seyn 44250 0.3634 0.3654 2
131 132 -1 Gabin 42066 0.36200000000000004 0.3652 2
128 133 -5 paper plates 40881 0.3742 0.3608 9
132 134 -2 Jason Karpeles 44276 0.3618 0.3608 2
135 135 Troy Hiltbrand 39814 0.3554 0.3606 10
133 136 -3 atpaino 42749 0.358 0.35600000000000004 6
134 137 -3 LoveSaves 39628 0.3572 0.3556 7
138 138 EnsAsu 39991 0.3456 0.347 6
144 139 5 Hayden Luse 42305 0.33 0.3458 2
147 140 7 prescient 40750 0.3262 0.3422 1
139 141 -2 eidonfiloi 40179 0.3396 0.3402 8
143 142 1 Kenji Kondo 41630 0.3314 0.33899999999999997 4
149 143 6 ML-HkMacau ○○ 43362 0.317 0.33799999999999997 3
146 144 2 David Völgyes 43985 0.3276 0.3378 3
141 145 -4 09211 39721 0.3322 0.3374 4
148 146 2 jsen 41698 0.3218 0.3368 1
145 147 -2 victor_cantor 43973 0.32799999999999996 0.3364 2
142 148 -6 Sérgio Esteves 40903 0.332 0.3362 4
140 149 -9 Andrew O'Shea 40037 0.3326 0.3346 1
151 150 1 William Smits 44326 0.3116 0.3232 2
150 151 -1 eustache 40626 0.313 0.3136 6
153 152 1 Jerry Yoakum 40328 0.2822 0.3026 11
154 153 1 TheInterim 43613 0.2814 0.3 5
152 154 -2 Jacques Kvam 39979 0.2822 0.2908 3
155 155 Starschema Ltd. 44171 0.2796 0.285 3
159 156 3 j_scheibel 40918 0.2642 0.2812 8
158 157 1 Victor 40291 0.2682 0.2796 1
156 158 -2 onedream 42935 0.2794 0.2768 1
160 159 1 dalz 40212 0.2624 0.2694 5
161 160 1 Nathan Phillips 40538 0.2612 0.2674 5
157 161 -4 andyco 40050 0.2714 0.2668 9
162 162 Adjusted R Squared 44256 0.2538 0.2634 2
165 163 2 xiximydream 40638 0.2472 0.2562 6
164 164 R&Om Coin Toss 40721 0.2478 0.2528 4
163 165 -2 Aleksey Gogolev 42276 0.2494 0.2512 5
172 166 6 bp 40277 0.235 0.2494 2
166 167 -1 Fabrício J. Barth 41188 0.2446 0.2458 4
168 168 TiDom 41361 0.2394 0.2402 2
167 169 -2 benpflaum 40813 0.244 0.2396 2
169 170 -1 Tim Salimans 43583 0.239 0.2386 1
170 171 -1 Prashant Sharma 44073 0.2378 0.2364 2
171 172 -1 Not an American 42226 0.2366 0.235 6
173 173 Birch 40318 0.2306 0.2322 1
174 174 HairyFotr 41495 0.2258 0.2304 3
175 175 Alexey Golyshev 43723 0.2234 0.222 2
176 176 Ekildog 44004 0.2234 0.222 1
178 177 1 Miklos Molnar 42571 0.2158 0.2196 2
177 178 -1 Henry Gouk 40164 0.217 0.2192 4
181 179 2 Theodore Van Rooy 40060 0.2084 0.21899999999999997 5
183 180 3 William Darling 43044 0.2066 0.2144 1
186 181 5 Chip Christensen 43750 0.1946 0.2124 2
182 182 IterationX 43682 0.2068 0.2124 6
179 183 -4 mosstat 40995 0.2118 0.2102 2
180 184 -4 Toby Roseman 41773 0.2118 0.2102 1
185 185 Ryan McGreevy 42440 0.2 0.2078 4
184 186 -2 SANKAR N 41111 0.2062 0.2064 10
187 187 Curufinwe 39752 0.1926 0.2016 5
188 188 Ger 40052 0.1912 0.1904 3
189 189 Ben Smith 42135 0.19 0.1878 6
191 190 1 tsendee 43976 0.1884 0.1868 6
192 191 1 Ed Ramsden 39745 0.1834 0.1846 3
196 192 4 Kev' Vervier 41362 0.1752 0.1828 2
195 193 2 skrecok 40129 0.1782 0.1786 2
194 194 whuff 41741 0.1788 0.1784 1
190 195 -5 Kilshon ○○ 40873 0.18899999999999997 0.1782 2
193 196 -3 Stein 40202 0.1812 0.1764 2
197 197 Abhishek 43899 0.1684 0.1724 1
198 198 DP 43792 0.165 0.1576 2
199 199 kosmos 41795 0.147 0.1526 6
200 200 Manuel Díaz 40398 0.1352 0.1298 2
201 201 portsteve 44007 0.1246 0.1262 1
202 202 yi zhan 40315 0.11800000000000001 0.1144 3
208 203 5 [Deleted] 43493 0.1072 0.113 2
203 204 -1 Agustín Díaz 41222 0.11800000000000001 0.1116 1
204 205 -1 InvincibleGuy 42461 0.11800000000000001 0.1116 1
205 206 -1 Igor Bobriakov 43648 0.11800000000000001 0.1116 2
206 207 -1 sanmeet 43680 0.11800000000000001 0.1116 1
207 208 -1 Nilesh 43971 0.11800000000000001 0.1116 1
209 209 Marco Collautti 41506 0.10300000000000001 0.109 2
210 210 shali 40231 0.0 0.0 2
211 211 sghosh 44012 0.0 0.0 2