优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Backpack Prediction Challenge

2025-02-01 定价与促销数值预测算法竞技赛

3 个方案

1st Place - Single Model - Feature Engineering

Rank 2 approach - a century of component feature sets and deep ensemble

3rd Place Solution in Three Words!

Forecasting Sticker Sales

2025-01-01 销量与需求预测时序预测数值预测算法竞技赛

7 个方案

1st place solution

2nd Place - Stacking Transformer and Linear Regression

3rd place solution

4th place solution

5th place solution

6th Place Solution

9 Public, 11 Private (Single Model) - Solution Writeup (Public LB 0.04605, Private LB 0.04766)

Konwinski Prize

2024-12-12 基础软件文本生成算法竞技赛

7 个方案

1st Place Solution Write Up

Public 2nd Place Solution

3rd Place Solution

4th Place Solution

5th Place Solution

8th place solution

Public 4th Place / Private 15th Place Solution - Konwinski Prize

NeurIPS 2024 - Lux AI Season 3

2024-12-09 游戏AI 博弈决策强化学习算法竞技赛

10 个方案

1st place approach by Flat Neurons

Frog Parade's Solution

Imitation Learning: 3rd Place Solution

4th Place Solution - Imitation Learning Approach

Kiwis xLSTM agent (5th place solution)

8th Place Solution - Imitation Learning

9th Place Solution

10th Place Solution – Boey – End-to-End JAX RL

Multi-agent RL Silver solution by 3Comets, 14th place

A solution that I hope will earn a silver medal (currently in 29th place)

CIBMTR - Equity in post-HCT Survival Predictions

2024-12-04 临床决策支持生存分析多目标优化算法竞技赛

20 个方案

1st Place Solution-2 Targets and Ensemble

2nd Place Solution

3rd Place Solution

4th place: Factorized modelling approach

5th Place Solution (Full Write-Up)

6th Place Solution

9th Place Solution

11th Place Solution

12th place solution

15th Place Solution

22nd place solution with code

24th Place Solution

29th Place Solution

32nd Place Solution

[33rd place] Key points of my solution

34th Place. CatBoost with MultiRMSE plus public solutions.

35th Place Solution: Ensemble 10 Models with Hill Climbing

36th place Solution

43rd place: Every cloud has a silver lining

LLMs - You Can't Please Them All

2024-12-03 AI安全与对抗文本生成博弈决策算法竞技赛

15 个方案

1st Place Solution

[2nd] path to the perfect score

3rd place solution

4th Place Solution

5th Place Solution

7th Rank | Solution & Explanation

#8: Nine essays are enough

10th place solution

11th Place Solution

Stable gold medal solution 29.303 public / 29.395 private

13th place solution

[Private 24th, Public 30th solution] Prompt injection with random words

24th place solution

[32th solution] From public notebook

Regression with an Insurance Dataset

2024-12-01 保险科技数值预测算法竞技赛

3 个方案

1st Place - Single Model - Feature Engineering

Rank 2 approach - brute force ensembling (118 oofs)

9th place solution: With a little help from my (Kaggle) friends

Santa 2024 - The Perplexity Permutation Puzzle

2024-11-21 自然语言处理组合优化文本生成算法竞技赛

11 个方案

1st place solution

2nd place solution

3rd place solution

4th Place Solution

5th Solution - CPMP part

7th Place Solution SA SA SA

9th place solution

Santa24 10th place - My Takeaways

11th place solution

13th Place Writeup

[23rd solution] TanakaAI`s part.

FIDE & Google Efficient Chess AI Challenge

2024-11-18 游戏AI 博弈决策强化学习算法竞技赛

7 个方案

My solution: Cfish, nnue, data (1st)

Approvers Submission (2nd)

"Fix the bugs?" Solution Write-up (3rd)

4th place solution

[9th Place Solution] Cfish + Simple SPSA

Niboshi's solution

49th Place Solution (or how to get silver in one evening)

WSDM Cup - Multilingual Chatbot Arena

2024-11-18 自然语言处理文本分类个性化推荐算法竞技赛

8 个方案

1st Place Solution

The 2nd Place Solution

3rd place solution

4th Place Solution

5th Place Detailed Solution

6th Place Solution

12th Place Solution

34th Place Solution

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