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Prostate cANcer graDe Assessment (PANDA) 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 500/1010 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
22 1 21 Gold PND ○○○ 4781732 0.910796020107702 0.94085364879523 119
5 2 3 Gold Save The Prostate ○○○○○ 4803244 0.9208730060204072 0.9376805415859018 273
191 3 188 Gold Mikhail Druzhinin 4781602 0.8800022432981468 0.934803021604505 14
7 4 3 Gold NS Pathology ○○ 4782272 0.9180070935338928 0.9339989663009794 243
47 5 42 Gold Kiminya 5142801 0.9007253134942416 0.9328384448321044 34
17 6 11 Gold BarelyBears ○○○○ 4782990 0.9118233641908624 0.9326018478666478 230
77 7 70 Gold ctrasd123 ○○○ 4799914 0.8948497657597168 0.9324566073441518 134
27 8 19 Gold ChienYiChi ○○○ 4782891 0.9085734732774656 0.9323860487812948 159
291 9 282 Gold Shelldragoon1104 4806398 0.8763112827291611 0.931628816258542 71
2 10 -8 Gold vanda ○○○○○ 4784002 0.9219177827034476 0.9303278733690914 190
8 11 -3 Gold Iafoss 4783417 0.9179375947263936 0.9300989351413692 115
83 12 71 Gold Manuel Campos 5226092 0.8935240949107397 0.9296043830031216 49
26 13 13 Silver Blue Jeans [ods.ai] ○○○○ 4780344 0.909636430340086 0.9293956091410016 63
10 14 -4 Silver gakki ○○ 4783052 0.9168041641502032 0.9292139044559946 52
105 15 90 Silver BabaCondaBoko ○○○ 5147858 0.8906510851419032 0.92857647530746 29
40 16 24 Silver IJF ○○○○○ 4780752 0.9037246727903534 0.9284556482486748 211
138 17 121 Silver Dmitry A. Grechka 4781355 0.8861029383903728 0.9282867391828582 14
113 18 95 Silver KovaLOVE v2 ○○○ 4786078 0.8889192512638339 0.9277010019402042 23
3 19 -16 Silver Aksell ○○○○ 4785324 0.9211734251854808 0.9274193903426902 264
216 20 196 Silver andrekos 4850708 0.877895364246809 0.9273208387030508 5
11 21 -10 Silver 8ixm ○○○ 4798152 0.9146426092990978 0.9271783371300766 218
50 22 28 Silver Vlad Vaduva ○○ 4792700 0.9000837740850495 0.9269256808765276 187
181 23 158 Silver None 4923989 0.8812377364825871 0.9265784695083572 18
25 24 1 Silver rähmä.ai ○○○ 4783239 0.9096417533272158 0.9262293306766868 98
122 25 97 Silver Kaggle_gaggle ○○ 4807197 0.8881189918176843 0.9261218135051514 11
38 26 12 Silver dodoli 4844998 0.9038175054481068 0.9259161154544834 40
174 27 147 Silver Carcinogens ○○ 5192017 0.8827347294643462 0.9257692901985246 18
39 28 11 Silver PANDAKOMANDA ○○ 4780895 0.9037355569838356 0.925273922491096 80
115 29 86 Silver quantumgeek 4903017 0.8886559840684891 0.9251074165994878 19
165 30 135 Silver Ensemble 4782152 0.8832751689242944 0.9249425879657951 41
166 31 135 Silver Val An 4781733 0.8832751689242944 0.9249425879657951 10
167 32 135 Silver Andrij 5200497 0.8832751689242944 0.9249425879657951 27
168 33 135 Silver Nischay Dhankhar 4794115 0.8832751689242944 0.9249425879657951 10
169 34 135 Silver Mike Kim 5222993 0.8832751689242944 0.9249425879657951 4
170 35 135 Silver yakubo 4916057 0.8832751689242944 0.9249425879657951 8
117 36 81 Silver GTX 1080 is painfully slo.. 4815155 0.8883298448010808 0.9248390102707852 31
1 37 -36 Silver h&e 4780280 0.9342845556540154 0.9247360497702464 52
63 38 25 Silver keleas 4991512 0.8976450152715626 0.9246466337573592 52
182 39 143 Silver TheStoneMX 4789718 0.8812167647991764 0.9246056934983904 37
44 40 4 Silver DavidChen 4956865 0.9022351580282846 0.9244991732313136 26
88 41 47 Silver Zbigniew Wojna 4847923 0.893021807447515 0.92449074762439 6
94 42 52 Silver Quarantined noobs ○○○ 4862033 0.8927106674030689 0.9238693048427143 79
61 43 18 Silver Yanrong Ji 4929220 0.8978521684599643 0.9238651554363376 27
133 44 89 Silver aji-pandas 5224177 0.8866706594796034 0.9236058387395208 10
4 45 -41 Silver abzaliev 4784898 0.9209802073515552 0.9234041931214998 110
32 46 -14 Silver kazumax 4823720 0.90644297368016 0.9232094667631816 148
67 47 20 Silver four parameters 4984909 0.8971765845016018 0.9228277764666628 54
160 48 112 Silver kmk 4815660 0.8838603109293974 0.922648061987998 97
79 49 30 Silver Kaz 5203798 0.8943878152189866 0.9223400269475788 16
109 50 59 Silver shake&shake ○○○○ 4782778 0.8894915045318151 0.9222401542039392 81
116 51 65 Bronze cancerous? ○○○○○ 5145740 0.8883909195250786 0.922162942707613 44
110 52 58 Bronze YYN 5042884 0.8894589301647935 0.922162732350682 55
126 53 73 Bronze Nishi yasu 5173562 0.8873976695674607 0.9219941557162684 27
193 54 139 Bronze Wandering Rivers 5171257 0.8797153569515648 0.9219464844091882 24
162 55 107 Bronze multimod 5196706 0.8835431688840598 0.9217283368040952 12
58 56 2 Bronze Darragh 4781108 0.8983878453670953 0.9216424795912708 56
119 57 62 Bronze Nikita Kozodoi 5269371 0.8881951307160183 0.9215455272025409 21
87 58 29 Bronze The Devil is in the tails ○○ 4788090 0.8932411247009383 0.9215242710188252 135
78 59 19 Bronze DreamX ○○○ 4993355 0.8946355804323954 0.9212340059265858 49
143 60 83 Bronze Bonum 5242398 0.8855373307891473 0.920821610007866 30
200 61 139 Bronze takuoko 4800430 0.8791584670715571 0.9208113303186292 11
90 62 28 Bronze Aginome R&D xcq 4992747 0.8929058791716713 0.9206171629974684 64
229 63 166 Bronze makogarei 4989400 0.8768722910264896 0.9205755776347104 6
141 64 77 Bronze Pandaren BrewMaster [dsml.. 4810395 0.8856275378622324 0.9204758560349836 9
114 65 49 Bronze Shiyuan Zeng 4782419 0.8887780591240011 0.9204383135842176 80
220 66 154 Bronze Marek Nurzynski 4780597 0.8772941033831219 0.9204334109850768 40
6 67 -61 Bronze Jay 4786289 0.9190198342229654 0.920345884064705 103
107 68 39 Bronze s18tom 5211376 0.8898117240029413 0.919946702740048 13
101 69 32 Bronze data_smurfs ○○○ 5028437 0.8914973325631179 0.919882033786374 58
490 70 420 Bronze Magnus #2 4791059 0.8752526030290364 0.9196401322700221 9
37 71 -34 Bronze Pro Team ○○○ 5159468 0.9047636953892242 0.9196066839486664 172
196 72 124 Bronze Michael Karpe 4875856 0.8795778993187456 0.9195998990691234 18
49 73 -24 Bronze PFNDA ○○○ 4871320 0.9003202438224699 0.9194606293015102 32
295 74 221 Bronze Fares FOURATI 4853187 0.876019944422985 0.9192934921844164 17
232 75 157 Bronze LookingForTeammate ○○ 4785692 0.8766715760933237 0.919252423485586 6
135 76 59 Bronze Aroddary 4783292 0.8864251814778106 0.9190248662933022 39
567 77 490 Bronze hawkey 4797342 0.8738293930154921 0.9189741683701914 16
417 78 339 Bronze ゴリゴリゴリラ ○○○○○ 5186790 0.8752526030290364 0.9189077685771548 9
214 79 135 Bronze tachyon777 5204317 0.8780934615750164 0.9188025625613284 8
33 80 -47 Bronze rapids.cv ○○○ 4873899 0.9059326099658316 0.9187804367543432 107
14 81 -67 Bronze SWSRF ○○○○○ 4781218 0.9130087104956688 0.918770954056728 206
129 82 47 Bronze based on Iafoss + Qishen 4823681 0.8870721515693915 0.9187427974404849 53
589 83 506 Bronze kzk168819 5262771 0.8687167337779611 0.9187261243624288 1
209 84 125 Bronze 多喝热水 4808854 0.8787141851938721 0.9187025510115336 88
64 85 -21 Bronze GO FOR IT 4903514 0.8976285070479805 0.9182515535221378 76
221 86 135 Bronze JoPan 4951226 0.8771561146323279 0.9182381073610708 8
9 87 -78 Bronze RTX Titan Lottery ○○ 4782674 0.9170966799727388 0.9182020288981976 269
148 88 60 Bronze OrKatz 4785924 0.8848621931280852 0.9181354668843296 8
147 89 58 Bronze Nuno Ferreira 4789500 0.8849490424530388 0.9179496181965788 17
21 90 -69 Bronze im_crm 4782818 0.9107992479882828 0.917897370733371 56
100 91 9 Bronze AkiNao 4977582 0.8916820881553881 0.9177716951326204 14
225 92 133 Bronze Muku 5221809 0.8770007128299978 0.9177631857800926 8
226 93 133 Bronze podsyp 5194493 0.8770007128299978 0.9177631857800926 17
134 94 40 Bronze Shake Up Team ○○○ 4825831 0.8866291054005772 0.9176696951558182 52
73 95 -22 Bronze Amil Gentili 5185991 0.8954232082598734 0.9176100843392668 34
92 96 -4 Bronze Climbing ○○○ 4782691 0.8928105863014835 0.9174226892459836 95
128 97 31 Bronze Yoshihiro Nishizono 4786414 0.8871260559775402 0.917225557358572 8
157 98 59 Bronze Giba 4780112 0.8842187142336354 0.9172044278568612 4
171 99 72 Bronze Alex J 4833190 0.8828973993465402 0.9171930798752568 66
18 100 -82 Bronze Scu_Sen ○○ 4780239 0.9116537011524596 0.9171392151526936 146
213 101 112 Bronze Ulysses 4842264 0.8781142545963747 0.9170949517947596 17
208 102 106 Healmth Deep ○○ 4793943 0.8787388540609057 0.9169098350640048 34
574 103 471 varusvarus 5203360 0.8724557630983314 0.9168997758184328 1
482 104 378 junchan999 5238020 0.8752526030290364 0.9168997758184328 8
508 105 403 Chanran Kim 4792775 0.8752526030290364 0.9168997758184328 4
575 106 469 Nhan My Tieu 5140930 0.8724557630983314 0.9168997758184328 5
297 107 190 Zvi Lapp 4791863 0.8758493866006125 0.9168348996141004 4
150 108 42 Kirderf 5195292 0.8847069226255898 0.9167228985539576 26
48 109 -61 A.Demyanchuk 4826650 0.9003343865999939 0.916721214117892 103
199 110 89 Team ○○○○○ 5175007 0.879383945760442 0.9166126651546244 48
145 111 34 something4kag 5182778 0.8850618209263442 0.91656474747469 28
28 112 -84 Psi 4779960 0.9084380610412928 0.9164689285446586 33
207 113 94 New.AI 4784812 0.8787408694608777 0.9164279860052348 5
582 114 468 maliang 4783413 0.8704928590043743 0.9163932062631563 29
590 115 475 Kartik Khandelwal 5024298 0.8686417625092432 0.916315823025136 10
31 116 -85 Dark Moment 4789247 0.9070451909075204 0.9162955914238852 133
30 117 -87 XMLS ○○ 5040169 0.9080885219012812 0.9162680091692152 33
224 118 106 Nice isup, awesome prosta.. ○○ 4780550 0.8770119304447275 0.9162449809857246 70
149 119 30 adityasinha 5254458 0.8848142750856223 0.9161126129755532 7
34 120 -86 model blender go brrrrrr 4786861 0.9054094955152434 0.9161086507591903 122
218 121 97 [Deleted] 5269272 0.8776325193194214 0.9159995229866436 3
443 122 321 gawashi 4790069 0.8752526030290364 0.9159431554905464 4
188 123 65 Ivan L 5259333 0.8803403405301702 0.9159167198899156 8
614 124 490 tascj 4797684 0.8619076084511207 0.9158989833052459 3
106 125 -19 edu3d.co 4786795 0.8899771297145737 0.91589076693504 94
205 126 79 Yusuf Engin Tetik 5192503 0.8788318696168835 0.9157929995353474 19
298 127 171 chicm 4784659 0.8757311595865849 0.9156649125302232 26
140 128 12 [Deleted] 5226503 0.8859556893883318 0.915653199524196 15
392 129 263 Jacob Goffin 4980890 0.8752526030290364 0.9156357592837548 6
300 130 170 DavidGbodiOdaibo 4893172 0.8753265735893591 0.9155445463190148 7
301 131 170 Steve Roberts 4808094 0.8752526030290364 0.9153946939842312 9
212 132 80 Berrie Z 4894100 0.8781367821851307 0.9153946939842312 50
302 133 169 rc95401 4796647 0.8752526030290364 0.9153946939842312 7
303 134 169 Sankalp Sharma 4919214 0.8752526030290364 0.9153946939842312 8
304 135 169 고양이는 너무 귀여워 ○○○○ 4830892 0.8752526030290364 0.9153946939842312 59
305 136 169 C_1023 4794391 0.8752526030290364 0.9153946939842312 8
306 137 169 kozistr 4943391 0.8752526030290364 0.9153946939842312 4
307 138 169 tan5o 4903318 0.8752526030290364 0.9153946939842312 29
286 139 147 Nanashi 4782469 0.8765803042841682 0.9153946939842312 6
246 140 106 TY.Yang 4782803 0.8765803042841682 0.9153946939842312 10
308 141 167 halia.student 5023499 0.8752526030290364 0.9153946939842312 2
309 142 167 Mathurin Aché 4781112 0.8752526030290364 0.9153946939842312 26
310 143 167 Vincent Lugat 4788220 0.8752526030290364 0.9153946939842312 23
256 144 112 soham mukherjee 4784247 0.8765803042841682 0.9153946939842312 6
299 145 154 Khanh Vu Duy 4797351 0.8755781589946562 0.9153946939842312 17
311 146 165 Junior Residents ○○○ 4783228 0.8752526030290364 0.9153946939842312 33
312 147 165 Stephen_Mugisha 5014229 0.8752526030290364 0.9153946939842312 3
239 148 91 miaodeshui 4782254 0.8765803042841682 0.9153946939842312 16
313 149 164 Jeremy Berros 4781655 0.8752526030290364 0.9153946939842312 8
314 150 164 Olga Ivanova 4780131 0.8752526030290364 0.9153946939842312 2
315 151 164 FSU_STAT ○○ 4781534 0.8752526030290364 0.9153946939842312 16
316 152 164 Niranjan Nakkala 4919756 0.8752526030290364 0.9153946939842312 5
317 153 164 Yassine El Ouahidi 4803723 0.8752526030290364 0.9153946939842312 2
318 154 164 Ko ○○○○ 4834295 0.8752526030290364 0.9153946939842312 2
273 155 118 Captain Awesome 4917946 0.8765803042841682 0.9153946939842312 5
319 156 163 Hossein Masoumi Karakani 4785086 0.8752526030290364 0.9153946939842312 2
320 157 163 tkmn 4980521 0.8752526030290364 0.9153946939842312 2
321 158 163 Adivan 4977797 0.8752526030290364 0.9153946939842312 2
322 159 163 zlannn 4785120 0.8752526030290364 0.9153946939842312 3
323 160 163 Narendran TS 5038503 0.8752526030290364 0.9153946939842312 2
324 161 163 你哪里不舒服 4821676 0.8752526030290364 0.9153946939842312 3
325 162 163 Francois Lemarchand 4781823 0.8752526030290364 0.9153946939842312 7
326 163 163 Bruce Young 4782885 0.8752526030290364 0.9153946939842312 20
328 164 164 Dipam Paul 4846668 0.8752526030290364 0.9153946939842312 4
329 165 164 Ashwani Rathee 4919662 0.8752526030290364 0.9153946939842312 2
330 166 164 Antonio Marin 4783212 0.8752526030290364 0.9153946939842312 3
331 167 164 darich 4782391 0.8752526030290364 0.9153946939842312 8
332 168 164 Beans 4782263 0.8752526030290364 0.9153946939842312 5
333 169 164 Saiichiro Watanabe 4921796 0.8752526030290364 0.9153946939842312 7
334 170 164 santosh 5000983 0.8752526030290364 0.9153946939842312 5
278 171 107 Mark Conway 4808979 0.8765803042841682 0.9153946939842312 5
335 172 163 German Abramov 4780125 0.8752526030290364 0.9153946939842312 3
336 173 163 shigematsu 4782226 0.8752526030290364 0.9153946939842312 4
337 174 163 jmcale 5045653 0.8752526030290364 0.9153946939842312 1
338 175 163 Aman.cyberia 4799619 0.8752526030290364 0.9153946939842312 2
339 176 163 Danny Simon 4796333 0.8752526030290364 0.9153946939842312 1
340 177 163 wei lu 5055525 0.8752526030290364 0.9153946939842312 2
342 178 164 Saurabh Kumar 4817345 0.8752526030290364 0.9153946939842312 1
343 179 164 hktxt 4782579 0.8752526030290364 0.9153946939842312 3
344 180 164 Yaheaal 4780902 0.8752526030290364 0.9153946939842312 59
346 181 165 Dmitry Malishev 4780444 0.8752526030290364 0.9153946939842312 22
347 182 165 Chung Nguyen 5060883 0.8752526030290364 0.9153946939842312 2
349 183 166 yerdaulet 4844649 0.8752526030290364 0.9153946939842312 2
350 184 166 Rifat Rashid 5061880 0.8752526030290364 0.9153946939842312 1
351 185 166 4G1050 5032881 0.8752526030290364 0.9153946939842312 1
352 186 166 supu 4872221 0.8752526030290364 0.9153946939842312 3
353 187 166 hdate1091 5067261 0.8752526030290364 0.9153946939842312 1
127 188 -61 qishen's cat 5062530 0.8871519943959383 0.9153946939842312 7
354 189 165 Tom57 4985566 0.8752526030290364 0.9153946939842312 2
355 190 165 CODERD 4793002 0.8752526030290364 0.9153946939842312 3
357 191 166 LSI Diehards ○○○○○ 4848118 0.8752526030290364 0.9153946939842312 2
358 192 166 user 4781356 0.8752526030290364 0.9153946939842312 1
359 193 166 Pulkit Mehta 4876117 0.8752526030290364 0.9153946939842312 2
360 194 166 Alin Cijov 5108918 0.8752526030290364 0.9153946939842312 4
361 195 166 Vlad Golubev 4782753 0.8752526030290364 0.9153946939842312 2
362 196 166 finski ○○ 4846079 0.8752526030290364 0.9153946939842312 15
363 197 166 Naman Makkar 4793975 0.8752526030290364 0.9153946939842312 12
364 198 166 atom1231 4925452 0.8752526030290364 0.9153946939842312 2
365 199 166 JayChen 5115626 0.8752526030290364 0.9153946939842312 1
366 200 166 Louis Ni 4797206 0.8752526030290364 0.9153946939842312 1
367 201 166 Akash G 4868837 0.8752526030290364 0.9153946939842312 6
368 202 166 Aysun Akarsu 5120632 0.8752526030290364 0.9153946939842312 1
369 203 166 AntiSquid 5116983 0.8752526030290364 0.9153946939842312 1
370 204 166 Harshit Sheoran 4792656 0.8752526030290364 0.9153946939842312 7
371 205 166 Charlie 5121766 0.8752526030290364 0.9153946939842312 2
372 206 166 JimmyZhang 4931368 0.8752526030290364 0.9153946939842312 1
373 207 166 Grzegorz Sionkowski 5126816 0.8752526030290364 0.9153946939842312 1
374 208 166 sogi 4798118 0.8752526030290364 0.9153946939842312 3
375 209 166 Shi Dan 5128607 0.8752526030290364 0.9153946939842312 1
376 210 166 Nobuo Onishi 4791101 0.8752526030290364 0.9153946939842312 3
377 211 166 Sachin Prabhu 4786425 0.8752526030290364 0.9153946939842312 2
378 212 166 Sergey Enikeev 5137735 0.8752526030290364 0.9153946939842312 1
258 213 45 AndNov 4802298 0.8765803042841682 0.9153946939842312 3
379 214 165 Christian Rivera 5132506 0.8752526030290364 0.9153946939842312 1
380 215 165 hayate12495 5142929 0.8752526030290364 0.9153946939842312 2
381 216 165 Salman Chen 4874557 0.8752526030290364 0.9153946939842312 1
382 217 165 RandomObserver 4973591 0.8752526030290364 0.9153946939842312 13
383 218 165 omarsamir 5145880 0.8752526030290364 0.9153946939842312 1
384 219 165 Kurian Benoy 4810459 0.8752526030290364 0.9153946939842312 8
385 220 165 Takashi Nemoto 5031309 0.8752526030290364 0.9153946939842312 1
386 221 165 startJapan 5146760 0.8752526030290364 0.9153946939842312 1
387 222 165 Leobewin1 5133991 0.8752526030290364 0.9153946939842312 1
388 223 165 Mikhail Karchevskiy 4794722 0.8752526030290364 0.9153946939842312 1
389 224 165 GennadiiDonchyts 5156526 0.8752526030290364 0.9153946939842312 2
390 225 165 Lina 4793221 0.8752526030290364 0.9153946939842312 1
391 226 165 asdjsal ○○ 4784611 0.8752526030290364 0.9153946939842312 12
394 227 167 bunty 5158239 0.8752526030290364 0.9153946939842312 2
395 228 167 Adan 4796571 0.8752526030290364 0.9153946939842312 52
396 229 167 freetan 5161922 0.8752526030290364 0.9153946939842312 10
397 230 167 wishkind 4949392 0.8752526030290364 0.9153946939842312 32
398 231 167 Julidy 4782600 0.8752526030290364 0.9153946939842312 6
399 232 167 United proStates ○○ 5058440 0.8752526030290364 0.9153946939842312 13
400 233 167 Sidney Ng 4792736 0.8752526030290364 0.9153946939842312 2
401 234 167 SagarKarki136 4974725 0.8752526030290364 0.9153946939842312 1
402 235 167 datelier 5170193 0.8752526030290364 0.9153946939842312 1
403 236 167 Mayukh Bhattacharyya 4786416 0.8752526030290364 0.9153946939842312 7
404 237 167 Early Bird 4781180 0.8752526030290364 0.9153946939842312 1
274 238 36 ankit maurya 4802118 0.8765803042841682 0.9153946939842312 6
405 239 166 Zhassulan Shaikhygali [ds.. 4799483 0.8752526030290364 0.9153946939842312 3
406 240 166 Chia-Ta Tsai 4789859 0.8752526030290364 0.9153946939842312 2
407 241 166 Mr.2070s 4948524 0.8752526030290364 0.9153946939842312 2
408 242 166 [Deleted] 5178969 0.8752526030290364 0.9153946939842312 2
235 243 -8 Alexander Polyakov 5156869 0.8765803042841682 0.9153946939842312 3
409 244 165 trimannu 4787299 0.8752526030290364 0.9153946939842312 3
410 245 165 Dennis Igshv 4991291 0.8752526030290364 0.9153946939842312 13
411 246 165 Lazy Statisticians ○○ 5181408 0.8752526030290364 0.9153946939842312 8
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65 496 -431 OK Team ○○ 4799847 0.8974680713611289 0.909271005010904 22
177 497 -320 Advanced Research and Ana.. ○○○○○ 5267454 0.8817128177301476 0.909247991240726 25
189 498 -309 Yousef 4803148 0.8803207414007025 0.9092149459991123 67
60 499 -439 panda pals ○○ 4952267 0.8980319543015767 0.9092070191026213 55
70 500 -430 Pasquale 4814983 0.8966180556697302 0.9091794824508096 40