优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Google Research Football with Manchester City F.C.
2020-09-28 游戏AI 强化学习 博弈决策 算法竞技赛
4 个方案
SaltyFish: Current 2nd place solution
TamakEri: 5th place solution ⚽️
12th Place Solution(ML approach)
16th Place Solution
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
2020-09-11 药物研发 数值预测 分子/结构生成 算法竞技赛
16 个方案
1st place solution
2nd Place Solution
3rd Place Write-up [UPDATED]
4th place solution: code & blog published
Brief Summary of 5th Place
6th place solution (UPDATED)
First solo gold, 7th place solution: transformers with convolution/deconvolution
8th place solution
9th solution
11th Lightweight Single Architecture [Conv-GCN]-> RNN
12th place solution
[Updated with code] 13th place solution - Arnie Ensemble
Solution 20
23rd Place write-up
33rd Place - RNA Folding Analysis
#39 Solution soon. Congrats to everyone. Thanks to Hengck23
RSNA STR Pulmonary Embolism Detection
2020-09-10 医学影像分析 图像分类 目标检测 算法竞技赛
14 个方案
1st place solution with code
[2nd place] Solution Overview & Code
3rd place 0.156 public lb, 0.148 private lb
4th place solution
5th Place Solution Overview
6th place solution
7th place - EfficientNet, Transformer and a 2nd opinion [edited]
9th place solution ( + github code)
10th Place Solution with code
12th Place Solution
18th place solution
23rd Place - Fast GPU Experimentation Pipeline!
28th Place - Quick writeup - Improving the baseline
30th Place Solution
Hash Code Archive - Drone Delivery
2020-09-08 物流与供应链 组合优化 资源调度 程序设计赛
3 个方案
1st place solution
2nd place solution
3rd place solution
Mechanisms of Action (MoA) Prediction
2020-09-03 药物研发 数值预测 多目标优化 算法竞技赛
14 个方案
1st Place Winning Solution - Hungry for Gold
2nd Place Solution - with 1D-CNN (Private LB: 0.01601)
3rd source code(To fulfill requirement of prize)
4th Place Solution
5th place solution [Updated]
7th place solution
8th place solution | From multilabel to multiclass
Private 14th / Public 24th place solution!
26th Place Solution / Source Code
27th place - Trusting CV always works.
30th place solution
Public 46th / Private 34th Solution
35th place solution
40th place solution | MLPs, ResNet, TabNet & Clustering
Conway's Reverse Game of Life 2020
2020-09-01 数学与计算 组合优化 数据合成 算法竞技赛
3 个方案
1st place write-up, Deeper Systems
2nd place solution write-up,Team "Under a penny", ebouteillon part 🔥
22nd Place Solution - Z3 Constraint Satisfaction Solver
Lyft Motion Prediction for Autonomous Vehicles
2020-08-24 自动驾驶决策规划 时序预测 数值预测 算法竞技赛
13 个方案
1st Place Solution & L5Kit Speedup
3rd Place Solution: Baseline + Set Transformer
4th place solution: Ensemble with GMM
6th place: Micro-inputs, Lots of Data + Distance Order to Ensemble!
7th place solution - Peter & Beluga
9th place solution
10th place solution (vectornet)
Things I have tried and my final solution
14th place solution. Custom Mask and LSTM encoder/decoder
21st solution: freeze and stage-wise training
22nd place journey : a completely different motion prediction approach
23rd solution (single model based on Resnet18)
25nd place Summary
Google Landmark Recognition 2020
2020-07-29 计算机视觉 图像分类 细粒度识别 算法竞技赛
9 个方案
1st Place Solution
2nd place solution
3rd Place Solution — A Pure Global Feature Approach
6th place solution
7th place solution (with inference kernel + training code)
[21st place] - My solution to 2 silver medals in GL 2020
[22nd Place + Code] Margin Scheduling – First time on Kaggle :D
31st place solution - single DELG model.
(Public>0.54) Provisional 36th solution and kernel
OSIC Pulmonary Fibrosis Progression
2020-07-07 医学影像分析 数值预测 时序预测 算法竞技赛
9 个方案
1st place "mostly" unpredictable solution
4th Place Solution
5th place solution
6th place solution
top 9 solution
10th Place Solution
23rd Place Solution - Single Tabnet model
34th place solution - Using CT Scans (+ Code)
Making my (not submitted) 5th place solution public
Google Landmark Retrieval 2020
2020-06-30 计算机视觉 向量检索 细粒度识别 算法竞技赛
7 个方案
1st place solution summary
2nd place solution summary
[Update] 3rd place solution
4th place solution and experience sharing
5th place solution write-up
8th place solution
9th place solution overview