优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

CZII - CryoET Object Identification
2024-11-06 医学影像分析 目标检测 关键点检测 算法竞技赛
19 个方案
1st place solution [segmentation with partly U-NET and ensembling part]
2nd Place Solution
3rd Place Solution
4th Place Solution [Source Codes & Submission Notebook Released!]
5th Place Solution
6th Place Solution
7th place solution [3D-UNet with gaussian heatmaps]
8th Place Solution for the CZII - CryoET Object Identification Competition + Code Released
9th place solution
10th place solution
11th place solution: batch normalization and 2D post-filtering
12th place solution
13th Place Solution - w/ Cutpaste
22nd Place Solution
23rd place solution
26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function
32nd Solution
33 place solution
43rd solution: using the MedNext fork WMCSFB
Exploring Mental Health Data
2024-11-01 健康管理与公共卫生 文本分类 数值预测 算法竞技赛
4 个方案
1st place solution
4th place solution - preprocess + automl🚀
13th place solution: 10 times the work to finish 13th instead of 4th
25th Place - GBDT plus NN - Trust CV
AI Mathematical Olympiad - Progress Prize 2
2024-10-17 数学与计算 文本生成 阅读理解 算法竞技赛
12 个方案
1st place solution - NemoSkills
2nd place solution (Team imagination-research)
3rd Place Solution Report
4th place solution
5th place solution
7th place solution (pure luck)
8th place - Solution (LB28) takeway
[LB Pub 29 Pvt 28] Enhancing the efficiency of a reasoner using SFT and GRPO [Fast-Math-R1-14B]
11th place solution
[Private27,Public28] Solution for 17th: To get code & fix it with DeepSeek
20th place solution - generate lots of code with a 32b model
21st Place Solution
Jane Street Real-Time Market Data Forecasting
2024-10-14 量化投资 时序预测 数值预测 算法竞技赛
1 个方案
[Private LB 8th] solution
Loan Approval Prediction
2024-09-30 信贷风控 数值预测 算法竞技赛
5 个方案
1st Place Solution - CatBoost All The Way Down
2nd place solution
Rank 4 approach - thoughtful model choices and effective ensembles
8th place solution
10th place solution : no blind blend
Child Mind Institute — Problematic Internet Use
2024-09-19 健康管理与公共卫生 数值预测 异常检测 算法竞技赛
12 个方案
First Place Write-Up: Or How I Won the Lottery
2nd Place Writeup
Child Mind Institute PIU 3rd Place Solution
4th Place Solution for the Child Mind Institute — Problematic Internet Use competition
5th Place Solution
6th place solution
Private 7th place solution
8th Place Solution
11th Place Solution for the Child Mind Institute — Problematic Internet Use Competition
14th place solution
16th Place Solution
19th Place Solution
Eedi - Mining Misconceptions in Mathematics
2024-09-12 学习效果预测 文本匹配 个性化推荐 算法竞技赛
19 个方案
1st Place Detailed Solution
2nd place solution
3rd Place Solution (with Magic Boost)
4th Place Solution
5th Place Solution
6th Place Solution
Private 7th (Public 2nd) Place Solution Summary
8th Place Solution
Private 9th (Public 7th) Place Solution
10st Place Solution Summary
Private 11th (Public 9th) Place Solution Summary
12th Place Solution
13th Place Solution
14th Place Solution
15th Place Solution
26th place solution(Public 14th)
30th place solution - just public notebook(Public 35th)
31st place solution
Efficiency Track 1st Place Solution - Model Merging
UM - Game-Playing Strength of MCTS Variants
2024-09-05 游戏AI 数值预测 博弈决策 算法竞技赛
15 个方案
1st Place Solution
2nd place solution
3rd place solution - two stage flip augmentation stacking with code
4th Place Solution - Wow! - Code Sharing
5th Place Solution
The 6th place solution (CV 0.39)
[7th Solution] Ensemble of Tree + NN
8th place solution: a 10-day challenge
9th Place Solution: Various Augmentations + A lot of Modeling tricks
10th place solution
11th place solution
13th Place Solution - XGBoost ensemble
15 Public, 30 Private - Solution Writeup (Public 0.417 Private 0.427)
33rd Place Solution
37th place solution
Regression of Used Car Prices
2024-09-01 定价与促销 数值预测 算法竞技赛
5 个方案
# 1 solution - stacked NN
#2 Position | Just FE and AutoML
3rd Place Solution: An Open Secret - Gather, Ridge, Repeat
#4 solution | Beating a dead horse: blending works, but "blending" doesn't
#5 Solution | 🚀 AutoGluon submission 1 on day 1
NeurIPS - Ariel Data Challenge 2024
2024-08-01 物理与天文 时序预测 数值预测 算法竞技赛
19 个方案
1st Place Solution
2nd place solution - pure Bayesian Inference, no deep learning
3rd place solution - Polynomial fitting + PCA
4th place solution for the NeurIPS-Ariel-24 competition
5th place solution - NeurIPS ARIEL 2024
6th place solution
7th Place solution
8th place solution
9th place solution
10th Place Solution
15th Place Solution (FC part)
17th Parametric Fitting Approach
18th Place Solution
19th Place Solution - Curve Fitting
34th place solution
33rd place solution - Polynomials, CNN and Ridge regression
37th place solution
Really Simple Approach to Get 39th Place
Simple linear regression for sigma (40th place)