优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

RSNA Intracranial Aneurysm Detection
2025-07-28 医学影像分析 目标检测 图像分类 算法竞技赛
13 个方案
1st Place Solution
2nd Place Solution
3rd place solution
4th Place Solution
5th place solution with code
6th Place Solution
7th place solution - 3D nnU-Net + blob regression (again)
8th Place Solution
9th place solution
11th Place Solution
15th Place Solution
18th Place Solution
38th Place Solution
MITSUI&CO. Commodity Prediction Challenge
2025-07-24 量化投资 时序预测 数值预测 算法竞技赛
10 个方案
3 rd place solution - Directional Trends Over Volatile Noise
ZLF's Solution in the MITSUI&CO. Commodity Prediction Challenge
Artem777 in MITSUI&CO. Commodity Prediction Challenge
Tatru in MITSUI&CO. Commodity Prediction Challenge
Transformer Based Solution
Mitsui 14th Place Submission
MITSUI&CO. Commodity Prediction Challenge - 15th Place Solution Writeup
25th Place Silver – MITSUI&CO. Commodity Prediction Challenge Writeup
26th Place Solution – MITSUI&CO. Commodity Prediction Challenge Writeup
37th Place Solution for the MITSUI&CO. Commodity Prediction Challenge
Jigsaw - Agile Community Rules Classification
2025-07-23 内容安全 文本分类 异常检测 算法竞技赛
14 个方案
1st place solution
2nd place solution
3rd Place Solution
4th place writeup - Instruct LLM is all you need
5th Place solution - Diverse Ensemble
6th Place Solution: Online Distillation via Deep Mutual Learning
7th place solution
[8th] Qwen3-14B*3 + Llama2-13B*1 + bge-base-en-v1.5
9th Place Solution: Bringing It All Together
11th Place Solution
12th place solution
13th Place Solution: Using Positive Examples from Other Rules as Negative Exampl
15th Place Solution
18th Solution(public 11th)
MAP - Charting Student Math Misunderstandings
2025-07-10 个性化学习 文本分类 序列标注 算法竞技赛
20 个方案
1st Place Solution
MAP2025_Private&Public 2nd
3rd place (Public 1st) solution : monsaraida & Masaya
4th Place Solution (single model pb 0.948 lb 0.951)
5th place solution
✨ MAP 6th Place Solution - Qwen-semble FTW! 🚀
Private 7th (Public 10th) Place Solution
8th Place Solution
9th Place Solution
10th Place Solution
12th Place Solution
MAP Competition 13th Place Gold Medal Solution
15th Place Solution Writeup
18th Place - Pyramid Ensemble
Place 22 with only 1 model
Public 8th / Private 24th Solution (Miss a gold solution)
26th place solution
Public 16 / Private 30 solution
public 6th / private 31st solution - multi-head structure
45th Place (Silver Medal) : A Multi-LLM Ensemble Approach [LB-0.947]
Predict the Introverts from the Extroverts
2025-06-30 社交分析 文本分类 算法竞技赛
1 个方案
Top #3 score solution writeup - Predict the Introverts from the Extroverts
NeurIPS - Ariel Data Challenge 2025
2025-06-26 物理与天文 数值预测 异常检测 算法竞技赛
19 个方案
1st place solution: Bayesian Inference, of course
2nd Place Solution
3rd Place Solution
5th place solution
6th Place Solution Batman-Minuit
7th Place Solution
8th place solution
9th Solution
12th Place Solution: E2E NN
14th private/4th public Solution- Brute Force Posterior Estimation
16th Place Solution - Probablistic Regression
19th Place Solution
24 place solution
25th Place - Polynomnial Fitting / Nelder-Mead
29th Discovery and Solution
33rd place solution
37th Solution
45th place solution
48th Place Solution (Silver Medal)
NeurIPS - Open Polymer Prediction 2025
2025-06-16 化学与材料 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 Solution
4th Place Solution — LightGBM with SMILES-Derived Features
A Hybrid Physics–Machine Learning Framework for Polymer Property Prediction
6th Place Solution
8th Place Solution | No Tg Post Processing
10th Place Solution: A feature-centric approach with Multi-Stage selection
Private LB 0.083 | GNN Embeddings + Stacking Ensemble
Feature selection, Random Forest, and things I should have done better
20th Place Solution: NeurIPS - Open Polymer Prediction 2025
24th place solution - 2 stage Autogluon and XGB, no post-processing
11 public, 27 private LB solution No Tg magic tricks
Fine-Tuning of TransPolymer for Polymer Property Prediction
PB: 42nd - LB: 30th Place Solution [LB: 0.060, PB: 0.087]
38 public, 46 private LB solution (Uni-Mol/XGB)
Make Data Count - Finding Data References
2025-06-11 文献与知识发现 命名实体识别 关系抽取 算法竞技赛
19 个方案
1st Place Solution
2nd Place Solution [Updated]
3rd Place Solution
4th Place Solution
5th Place - by standing on the shoulders of Giants
6th Place Solution
7th place solution
8th place solution
9th place Solo Gold solution
Tricks (10char)
11th place solution
12th place solution
13th Place Solution
15th place solution
20th Place Solution: Regex + Qwen + DeBERTa for MDC
22nd Place Solution | ML
24th place : Solution summary
27th place solution
40th place solution
Predicting Optimal Fertilizers
2025-06-01 作物智能识别 文本分类 算法竞技赛
11 个方案
1st Place - Fast GPU Experimentation with RAPIDS cuDF cuML
2nd Place Solution - L3 Ensemble of 100+ OOFs
3rd place - Ridge and CV are all you need
4th Place - Stacking Ensemble using XGB only
5th Place Solution - An ensemble of 53 OOFs
6th place - 1 week rush
7th place solution - HC + Ridge
10th Place Solution - ~350 oofs => 9 hillclimbing versions => Final Autogluon ensemble
#21 Solution | Stacking + Hill Climbing
Public: 3rd -> Private: 22nd | Trust Your CV
Rank 28 approach - diversity and CV prevail!
CMI - Detect Behavior with Sensor Data
2025-05-30 健康管理与公共卫生 时序预测 异常检测 算法竞技赛
22 个方案
1st place solution
2nd Place Solution
3rd Place Solution
4th place solution
5th place solution
6th Place Solution
7th Place Solution
8th place solution
9th place solution
10th Place Solution
11th Place Solution
13th Place Solution
14th Place Solution
15th place solution
17th Place Solution
[EN/日本語] 19th solution writeup
29th Place Solution Handedness Augmentation Trick and Missing Values Insights
30th place solution (vision transformer)
35th place solution
39th place solution: Ensemble Approach Using GBDT
42th Solution (Late sub private=0.854)
48th Place Solution