优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Peking University/Baidu - Autonomous Driving

2019-10-22 自动驾驶感知目标检测关键点检测算法竞技赛

6 个方案

1st place solution (1/26 details updated)

2nd Place solution

(part of) 5th place solution

7th place solution

9th Place Solution

37th place brief writeup

ASHRAE - Great Energy Predictor III

2019-10-15 双碳与可持续发展数值预测时序预测算法竞技赛

9 个方案

1st Place Solution Team Isamu & Matt

2nd Place Solution

[3rd Place] Solution

5th Place Solution

9th place solution

13th place gold solution

20 Private LB rank solution

25th Place Solution

40th place Public solution. My part.

NFL Big Data Bowl

2019-10-09 赛事预测数值预测时序预测算法竞技赛

18 个方案

1st place solution The Zoo

2nd Private LB/ 3rd Public LB Solution - Transformer

Public 5th place solution overview

4th Place (Public LB) Efforts

Public LB 9th Place solution highlights

7th place (public LB) solution : NN + Survival LGBM

Private 7th(Public 12th) solution&code with keras GCN library

My solution was public from the beginning

10th Place Sharing

Public 17th place overview

Private 13th place journey (pocket side)

Private 21st - 1st Competition

Public 14th Solution - Transformer

25th Public LB, A great learning experience

30th Place Solution

Public LB 34th Solution Sharing

Private LB 37th Place Solution

2d-CNN for sparse heatmap images and MLP (1st stage 45th, 2nd stage 42nd place)

Kannada MNIST

2019-09-18 计算机视觉图像分类算法竞技赛

6 个方案

2nd place Solution

3rd place Solution

4-th place solution: Over9000 optimizer

5th place Solution: Pseudo-Labeling + Dig-MNIST training

11th place solution

12th place Solution

RSNA Intracranial Hemorrhage Detection

2019-09-18 医学影像分析图像分类目标检测算法竞技赛

15 个方案

1st Place Solution. Sequential model wins

2nd Place Solution - Sequential model

3rd place solution & become GM!! (updated with code)

4th Place Solution with code

5th place solution (with code).

6th place solution End to End Sequence to Sequence with sliding window.

7th place outline

8th place solution + code

#9 Solution with CODE - Team BIG HEAD: Training model bonanza, TTA and L2 stacking.

10th place solution (+ github code)

11th place solution (with updated code on github)

13th place solution with code

15th place solution (0.047) --- Close but no Cigar!

16th place solution

A note from a 46th place finisher (The Purpose)

BigQuery-Geotab Intersection Congestion

2019-09-12 交通流量与路况数值预测时序预测算法竞技赛

1 个方案

2nd place solution

Lyft 3D Object Detection for Autonomous Vehicles

2019-09-12 自动驾驶感知目标检测算法竞技赛

6 个方案

1st place solution (0.220 public LB)

2nd Place Solution Summary (Private: 0.202 / Public: 0.205)

3rd place solution [0.182 Private LB]

19th place solution with code

22th place solution

26th Place Solution Summary [0.078 Private LB]

Categorical Feature Encoding Challenge

2019-08-23 数值预测文本分类算法竞技赛

4 个方案

1st place simple solution

2nd place solution

3th place solution - I CAn'T believe I won

4th place solution

Understanding Clouds from Satellite Images

2019-08-16 气象预报语义分割算法竞技赛

15 个方案

1st placed solution with code

2nd place solution

Finally GM & 1st time won prize money! And 3rd place solution.

4th Place Solution: Stabilizing Convergence in Understanding Clouds

5th place solution(single segmentation model private lb 0.66806)

6th simple solution, pre-training, single model private 0.66927

Finally GM & 7th place solution

10th place solution

13th place solution

3rd silver place key points

19th place solution with code

22th Place - Lessons learned from a beginner

34th Place Solution + Code

Krazy Klassifiers - 48th place solution

Easy silver in last days [55th]

Ciphertext Challenge III

2019-08-08 网络安全文本分类文本匹配算法竞技赛

1 个方案

Time to share the Solution