优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Predict Calorie Expenditure
2025-05-01 大众健身 数值预测 算法竞技赛
14 个方案
1st Place - GPU Hill Climbing!
2nd place - Trust CV and diversity
３rd Place - Diversity and Hill Climbing
4th Place Solution - Ridge Ensemble of 12 Models
5th Place Solution: Ensemble of 68 models
6th Place Solution
7th place solution
[8th] Place Solution for the [Predict Calorie Expenditure] Competition
9th Place Solution, 9 Models in the Ensemble
17th place - Poor Public LB scores
22nd place solution: I asked ChatGPT for feature transformation ideas
38th place - 41 Models, Custom Features, and Hill Climbing
Public #3, Private #40 - No ensemble small enough
43rd Place Solution for the Predict Calorie Expenditure Competition
Image Matching Challenge 2025
2025-04-01 计算机视觉 图像生成 组合优化 算法竞技赛
14 个方案
1st Place Solution
2nd Place Solution
3rd Place Solution
4th Place Solution
5th Place Solution : MASt3R is All You Need
6th Place Solution
7th Place Solution
8th Place Solution
9th Place Solution: DINOv2-Optimized Filtering
10th Place Solution
11th place solution
12th Place Solution - Pushing Limits of COLMAP
14th place solution
15th Place Solution
Predict Podcast Listening Time
2025-04-01 音视频处理 数值预测 算法竞技赛
6 个方案
1st Place - RAPIDS cuML Stack - 3 Levels!
2nd Place | Single LightGBM and Target Encoding
3rd Place - Target Encoding and 3 Levels
Rank 4 approach - lots of features, lots of simple models and a ridge blend!
5th place: 100 OOFs, laziness, and a blunder or two
6th Place: Select Feature Combinations based on RMSE Scores
ARC Prize 2025
2025-03-26 数学与计算 组合优化 强化学习 算法竞技赛
5 个方案
NVARC solution
MindsAI & Tufa Labs – ARC Prize 2025 Solution
ARC Prize 2025 Competition Writeup: 5th Place
Exploring the combination of search and learn for the ARC25 challenge
LB 10.00 with Small Tweaks to 2024ARChitects
BirdCLEF+ 2025
2025-03-10 环境监测 细粒度识别 时序预测 算法竞技赛
17 个方案
1st Place Solution: Multi-Iterative Noisy Student Is All You Need
2nd Place. Journey Down the Rabbit Hole of Pseudo Labels
3rd Place Solution
4th place solution
5th place solution: Self-Distillation is All You Need
6th place solution
7th place solution
9th place solution
10th Solution
11th solution
12th place solution
13rd solution for BirdCLEF+ 2025
14th place solution
Public 20th / Private 26th Solution LB: 0.908
28th Place Solution: SED with Segment-Based Voice Removal & Progressive Pseudo-Label Training
29th Place Solution for the BirdCLEF+ 2025 Competition
Place 38 | 0.902 AUC score
BYU - Locating Bacterial Flagellar Motors 2025
2025-03-05 医学影像分析 目标检测 关键点检测 算法竞技赛
11 个方案
1st Place - 3D U-Net + Quantile Thresholding
2nd place solution - 3D nnU-Net + blob regression
3rd place solution: 3D/2D UNet with Gaussian Heatmap and WBF
4th place: Simple ResNet18 classification
6th place solution - Ultralytics YOLO
[9 Place] Recall, Rotate and Zoom in
13th Place Solution - 2.5D YOLO Ensemble with DBSCAN
17th Place Solution - Ultralytics + Timm
20th place solution -- Keypoint-Based Dual-Graph Predictor
22th Place Solution - single yolov8m with Pseudo label
44th Place Solution: [BYU - Locating Bacterial Flagellar Motors 2025]
Binary Prediction with a Rainfall Dataset
2025-03-01 气象预报 数值预测 时序预测 算法竞技赛
4 个方案
2nd Place - GBDT + NN + SVR + Original Data
Two XGBoost models + rainfall fraction per group
18th place solution: single xgboost with custom AUC loss
37th place solution - TabPFN with only comp. data and basic FE.
Stanford RNA 3D Folding
2025-02-27 基因组学与生物信息 分子/结构生成 数值预测 算法竞技赛
10 个方案
1st Place Solution
2nd Place Solution
3rd Place Solution
5th Place Solution
6th Place Solution
7th Place Solution: Ensemble of Two Protenix Models
8th solution
9th place solution - d4t4 team
10th place solution (How we ensemble)
25th Place Solution
Drawing with LLMs
2025-02-25 AIGC与多模态 文本生成 图像生成 算法竞技赛
16 个方案
1st Place Solution
2nd Place Solution
3rd place solution: VQA/AES=0.81/0.64 Diffusion model + differentiable SVG optimization
4th Place Solution: SD3.5M + DRaFT + diffvg
5th place solution - VTracer and DiffVG optimization
8th Place Solution
9th place - SDXL LoRA fine-tune
10th Place Solution: Flux 1 Dev -> SVG optimization -> Postprocessing
13th Place Solution - A Kaggle beginner's attempt
Best outputs solution?
15th Place Solution: SD3.5M + Vtracer + select best from 3 image
16th place solution - SDXL-Flash + Siglip/AES Reranking + Proxy VQA
18th Place Solution - Homemade Vectorizer + ImageReward + NLTK
26th Place Solution: SDXL Flash + Optimized img2svg + TIFA QA Generation
45th Place Solution
45th Place Solution
March Machine Learning Mania 2025
2025-02-10 赛事预测 数值预测 事件预测 算法竞技赛
8 个方案
First Place Solution
Second Place Solution: The raddar Prophecy Strikes Again...
3th place solution
4th Place Solution for the March Machine Learning Mania 2025 Competition
5th Place Solution
6th Place Solution: An Attempt to Bet Responsibly
7th place solution 🥇 : The very simple method !
8th Place Solution