优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Santa 2025 - Christmas Tree Packing Challenge
2025-11-17 物流与供应链 组合优化 算法竞技赛
12 个方案
Third place solution: a customized sparrow algorithm
4th Place: Hybrid Packing with Sparrow, Manual Structuring, Region Replacement
Santa25 8th Place
Exploiting Homogeneity in Feasibility-Driven Polygon Packing
11th Place Solution
Santa25 12th place
13th Place Santa25: Billiard + customized Sparrow
Santa25 14th place - Custom Simulated Annealing
Santa25 15th Place
19th place solution: Loosen up, add a tree, and let the sparrows explore
East Team Solution
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Predicting Loan Payback
2025-11-01 信贷风控 数值预测 算法竞技赛
7 个方案
1st place - A lot of features, a lot of models, and a little bit of luck
2nd Place Solution - 7 models, but 1 was also enough
4th Place Solution
5th Place Solution - (XGB+LGBM+TabM)*5SEEDs+AG
#6 solution - Ensembling was the key
Rank8 approach - trust the CV score
A 10th Place Experiment
CSIRO - Image2Biomass Prediction
2025-10-28 作物智能识别 数值预测 图像分类 算法竞技赛
18 个方案
1st Place Solution
(2nd) Weakly supervised semantic segmentation + Synthetic data
3rd Place Solution
Rank 5th Solution
5th place solution
A Scalar Regression Pipeline Based on DINOv3
7th Place Solution - single/dual+TTT
8th Place Solution | CSIRO Image2Biomass
9th Place Solution
10th Place Solution
13th Place Solution — Frozen DINOv3 + Stacked Ridge
20th (public 25th) Soluion - simple model + data augmentation
27th Place Solution
A Dual-Stream DINOv3 + Gated Depthwise Convolutions + Auxiliary Metadata
Dinov3 + DoRA + Tweedie Loss + Ballanced R2
33rd Place Silver Medal Solution
Top 10 Public | Top 38 Private solution
🏅 37st Place Solution: Self Prompt Tuning with DINOv3
PhysioNet - Digitization of ECG Images
2025-10-21 医学影像分析 图像生成 时序预测 算法竞技赛
20 个方案
1st place solution
2nd place solution
3rd place solution
4th Place Solution
5th place solution: Multi-stages Heatmap-based Modeling
6th place solution
7th place solution
8th Place Solution
9th Place Solution
10th Place Solution - Yolo+Unet
11th Place Solution
12th place solution
13th Place Solution
14th Place Solution
15th place solution
17th Place Solution: An Alternative Rectification Workflow
21st Place Solution
24th Place Solution
26th Place Solution
27th place solution - Only Pre&Postprocessing
Predicting Road Accident Risk
2025-10-01 交通流量与路况 数值预测 事件预测 算法竞技赛
7 个方案
1st place - I think it was genetic programming
3rd Place: From Base to Stacking: A Multilevel Ensembling Solution
4th Place – Residual XGBoost + Meta NN + Hill Climb Opt
5th Place - One Hundred Folds!
7th Place - Ridge
8th Place Solution for S5E10: Predict Road Accident Risk
S5E10 | 14th place solution
NFL Big Data Bowl 2026 - Prediction
2025-09-25 运动员表现 时序预测 数值预测 算法竞技赛
8 个方案
1st Place Solution
2nd place solution
3rd Place Solution
5th Place Solution
19th Place Solution
GRU Solution
Private 24th | Public 23rd solution - Data augmentation
[33rd solution] Transformer+Augmentation Tricks
MABe Challenge - Social Action Recognition in Mice
2025-09-18 智慧养殖 目标检测 序列标注 算法竞技赛
12 个方案
2nd place solution
3rd place solution
4th Place Solution - XGB + NN Ensemble
5th place - GNN + Egocentric Squeezeformer
7th Place Gold - CNN Transformer with Invariant Features
9th Place Gold (TCN+GBDT Ensemble)
10th Place Solution (ST-GCN + Transformer)
13th Public/12th Private Solution
15th place solution
Key Improvements in 17th Solution: A Technical Summary
19th place - 4 Body Parts Invariant Features with WaveNet + GRU
27th place solution
Predicting the Beats-per-Minute of Songs
2025-09-01 音视频处理 数值预测 算法竞技赛
1 个方案
26th Place: FE, Pseudo-Labels, Residuals
Binary Classification with a Bank Dataset
2025-08-01 信贷风控 数值预测 生存分析 算法竞技赛
14 个方案
2nd place - Yet another ensemble
3rd Place Solution — OOF Stacking + AutoGluon
4th Place Solution
Rank-3 Public Rank-5 Private Approach
6th Place Solution -> OOF Stacking with LGBM
8th place - hill climb selected meta-learners
10th place - NODE (Neural Oblivious Decision Ensembles)
11th Place Solution: AutoGluon with Two-Feature-Set Blending
12th Place Solution - Stacking with XGB and NN
#15 solution - Try genetic programming features
## 17 place solution
19th Place Solution: 108 OOFs blending with RidgeCV
21st Place Solution -> Binary Classification with a Bank Dataset Competition
🏆 Solution Write-up – Top 25
NeurIPS 2025 - Google Code Golf Championship
2025-07-31 数学与计算 组合优化 程序设计赛
6 个方案
1st place write-up: Code Golf International
Parallel Sampling + Rule-based Prompt Generation (4th place)
5th-Place writeup (with Better Compression Algorithm and Seed Cracking)
9th place write-up
15th Place Solution
Getting to Rank 25 by Teaching LLMs to Golf