优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Tabular Playground Series - Feb 2022
2022-02-01 基因组学与生物信息 文本分类 算法竞技赛
2 个方案
#1 Solution: Exploiting the Flawed Random Generation
#2 solution
Ubiquant Market Prediction
2022-01-18 量化投资 数值预测 时序预测 算法竞技赛
7 个方案
[1st Place Solution] - Our Betting Strategy
[2nd Place Solution] - Robust CV and LGBM
3rd Place Solution - 5 seeds ensemble transformer
5th place solution, single NN model
7th place solution, single model, no supplemental data used
8th place solution
17th Place Solution, 1000+ on public lb
Tabular Playground Series - Jan 2022
2022-01-01 销量与需求预测 时序预测 算法竞技赛
4 个方案
#1 Solution Description: Advanced Linear Model
Minimum linear regression (5th-place)
16th place - Hybrid model
[40th place] Boltzmann Ensemble: A solution from statistical thermodynamics
Feedback Prize - Evaluating Student Writing
2021-12-14 智能评测 序列标注 文本分类 算法竞技赛
17 个方案
1st solution with code(cv:0.748 lb:0.742)
2nd Place - Weighted Box Fusion and Post Process
3rd Place Solution w code and notebook
4th place solution - 🎖️ my first gold medal 🎖️ (+source code available!)
5'th place : simultaneous span segmentation and classification + WBF
6th place solution. A YOLO-like text span detector.
7th place solution
[8th Place] Solution.
9th solution, deberta is the king, pure ensemble of bert models
10th solution
11th place solution
12th place solution - Stretching short 'predictionstring's
15th Solution
26th Place Solution: datasaurus, ln & Tom
33rd Solution
36th place - deberta-large-1024/longformer-large-1536 ensemble with thresholding + code
55th place solution – Shortformer + Sliding Window + Topic-dependent Postprocessing
Tabular Playground Series - Dec 2021
2021-12-01 资源管理 图像分类 算法竞技赛
1 个方案
2# place winning solution.
TensorFlow - Help Protect the Great Barrier Reef
2021-11-22 环境监测 目标检测 算法竞技赛
17 个方案
Trust CV -- 1st Place Solution
2nd Solution - YOLOv5
3rd place solution - Team Hydrogen
4th Place Solution - CenterNet
5th place solution, poisson blending,detection and tracking
6th place solution , yolov5m6/s6, trust cv, post classification.
7th Place Solution - Cascade RCNN+Tracking ( Public LB is not all you need.)
8th place solution
9th place solution: Tiled Training + Seq-NMS
10th place solution — 2xYOLOv5 + tracking
11th Place solution - Team COTS
12th place solution - YOLOv5 + Optical flow tracker
15th place solution: YOLO-X only, Seq-NMS
16th Simple Solution - Only Yolov5
22th place solution - Train4Ever
37th place solution - T0m part [Segment Copy-Paste & Progressive Learning]
41st place Solution (7th Public LB) YOLO-Z Inspired Model with Tracking
Santa 2021 - The Merry Movie Montage
2021-11-16 数学与计算 组合优化 算法竞技赛
4 个方案
3rd place solution
4th place solution by hand
Santa 5th Place Solution (2428) & Insights
[21st place] Reflections on Santa 2021
Jigsaw Rate Severity of Toxic Comments
2021-11-08 内容安全 文本分类 文本匹配 算法竞技赛
15 个方案
1st place solution with code
Toxic Solution and Review (2nd Place)
A Detoxify solution (#3)
4th - This is Great! - Shared Solution
5th place solution
6th Place solution
7th Place Solution
[9th solution] Ensemble of 5 external dataset transformers
Customed loss(10th solution)
[Simplest Gold medal ?]11th solution (Ridge + Detoxify + LightGBM)
12th Solution – Trust Your CV
14th place solution
24th Place: Late Interaction + TPUs + More
27th Solution - What Worked and What Didn't for Me...
41st solution
G-Research Crypto Forecasting
2021-11-02 量化投资 时序预测 数值预测 算法竞技赛
5 个方案
2nd place solution
3rd place solution
7th place solution
9th Place Solution - Inference
13th Place (Final) 1st Place (6 Weeks In) Final Solution
Tabular Playground Series - Nov 2021
2021-11-01 内容安全 文本分类 数值预测 算法竞技赛
4 个方案
#1 solution
#2 solution
#3 Solution: Don't trust the cv scores
#5 solution (and +141 from Public Leaderboard)