优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

PlantTraits2024 - FGVC11
2024-02-05 作物智能识别 数值预测 图像分类 算法竞技赛
3 个方案
1st Place Solution - PlantHydra 🐍
6th Place Solution with AutoML☘️
9th place solution - DINOv2 + CatBoost = 🚀
Home Credit - Credit Risk Model Stability
2024-02-05 信贷风控 生存分析 时序预测 算法竞技赛
2 个方案
[1st Place Solution] My Betting Strategy
13th place solution - pmts_year_1139T postprocess
Multi-Class Prediction of Obesity Risk
2024-02-01 临床决策支持 文本分类 算法竞技赛
4 个方案
4th place solution: Stacking with XGB + Pseudo labeling + metric optimizing.
6th place solution
19th Place Solution
24th Place Solution
The Learning Agency Lab - PII Data Detection
2024-01-17 数据安全与隐私 命名实体识别 序列标注 算法竞技赛
16 个方案
1st place solution - Ensemble of diverse Deberta architectures and postprocessing
2nd place solution
3rd Place Solution
4th place solution - Llama3 🦙 70B is all you need
5th place solution
6th place solution for The Learning Agency Lab - PII Data Detection
[Public 21th Private 7th Solution] 14 models in Ensemble and postprocessing
9th place solution (🥧)
12th place solution
13th place solution
14th place solution
23th Simple solution
22th place solution
[Public 9th Private 25th Solution] Consistent CV and LB Results in a Decrease on the PB.
[29th Place Notes] how to train a single deberta model of 0.972 on public LB
37th place solution: Deberta voting ensemble
HMS - Harmful Brain Activity Classification
2024-01-09 临床决策支持 时序预测 异常检测 算法竞技赛
17 个方案
1st place solution, team Sony
2nd place solution
3rd place solution
4th place solution
5th place solution, team KTMUD
6th Place Solution for the HMS - Harmful Brain Activity Classification Competition
7th Place solution
8th Place Gold - One Mega Model
9th Place Solution
10th solution, good input image can generate a good single model (Opensource single model with LB233 PB287)
11th Place Solution
Team BNR: 12th Place Solution, Exploring Various Custom Architectures
14th Place Solution
15th Place Solution
16th place write-up: EEG montages -> 2D image + specs
33th solution : Crazy 10 days sprint with 2D pipeline
38th solution: 1d models and 1d+2d models
Binary Classification with a Bank Churn Dataset
2024-01-02 用户画像与运营 事件预测 生存分析 算法竞技赛
3 个方案
2nd place solution
3rd Place Solution: CatBoost Encoding Galore
17th Place Solution| AutoML + Unicorn's pollen + Lack of sleep
Santa 2023 - The Polytope Permutation Puzzle
2023-12-19 数学与计算 组合优化 强化学习 算法竞技赛
5 个方案
1st Place Solution
12th place solution
Silver Medal Solution (15th)
16th Place Solution for Santa 2023 - The Polytope Permutation Puzzle Competition
25th place solution + thought process🥈
Multi-Class Prediction of Cirrhosis Outcomes
2023-12-05 临床决策支持 生存分析 数值预测 算法竞技赛
3 个方案
2nd Place: with help from NNs.
4th place solution - stacking approach with XGB as meta model.
(Rank 39 Upto 250 points added) Why there is so significant difference between private and public scores???
SenNet + HOA - Hacking the Human Vasculature in 3D
2023-11-07 医学影像分析 语义分割 算法竞技赛
14 个方案
1st Place Solution (code updated)
2nd place solution
[3rd Place solution] Refine from Sparse to Dense
4th place solution. Boundary DoU Loss is all you need!
5th place solution - 3D interpolation is all you need (updated with code)
6th place solution: Luck is All You Need
7th solution
9th Place Solution
12st Place Solution for the SenNet + HOA - Hacking the Human Vasculature in 3D
13th place solution: 4-panel solo model
14th Place Solution
🥈24th Place Solution(A potential solution for achieving private 0.70)
41st place solution
Rank 46 Solution - keep the CV discipline
Enefit - Predict Energy Behavior of Prosumers
2023-11-02 新能源发电 时序预测 数值预测 算法竞技赛
9 个方案
1st place solution
5th place solution
6th place solution
7th place solution - aka the first of the losers 😄
Public 10th Place Solution (Private 11th)
13th place solution
26th place solution
37th Place Solution - Feature Engineering + Ensembling
Public 71st Solution Writeup (Private 39th)