优胜方案合集
汇集各类比赛的优胜方案 · 共 354 个比赛
筛选方案
Binary Prediction of Poisonous Mushrooms
2024-08-01
临床决策支持
文本分类
异常检测
算法竞技赛
6 个方案
1st Place Solution: 72 OOFs, a whole lotta Autogluon, and 31 scores of 0.98512 or above (on the private LB)
[1st Place Solution AutoML Grand Prix] AutoML Grandmasters: AutoGluon Distributed + Post-Hoc Ensembling
#6 place - A quick reflection
8th Place Solution with Autogluon🤔
10th place solution (and a potential 5th)
#19 Solution | AutoGluon + TF + LightGBM + XGBoost + Calibration
Binary Classification of Insurance Cross Selling
2024-06-30
保险科技
因果推断
数值预测
算法竞技赛
6 个方案
Winning approach- Team Cross Sellers
2nd Place Solution (One model is all you need) - Team Ujjwal Pandey
#3 solution | Many individual models and many ensembles
6th place solution
8th Place Solution
#9 Solution | 24 Models + Hill Climbing
ISIC 2024 - Skin Cancer Detection with 3D-TBP
2024-06-27
医学影像分析
图像分类
异常检测
算法竞技赛
21 个方案
1st Place Solution
2nd Place Solution
3rd Place Solution
4th Place Solution
5th Place Solution
6th palce solution
7th Place Solution - A good CV is all you need
8th Place solution (Trust your CV)
9th Place Solution
10th Place Solution
11th place solution
12th Solution
13th Place Solution - God Bless CV
14th place solution
15th Place Solution(PB 0.173 Solution)
Tree + NN with PB 176 LB 185
21st place solution
Private 24th / Public 1st Approach
27th Place Solution
31st place solution and some points about the competition
34th place solution
ARC Prize 2024
2024-06-11
数学与计算
组合优化
强化学习
算法竞技赛
7 个方案
2nd Place Solution for the ARC Prize 2024 Competition: Omni-ARC approach
3rd place solution
4th place solution
5th place solution
Sharing My ARC Prize 2024 Code (31 Points in the final submission)
21st place: a short report
ARC Prize 2024: Silver Medal Solution: 37th Place
Classification with an Academic Success Dataset
2024-06-01
学习效果预测
文本分类
算法竞技赛
2 个方案
6th Place Solution: Many model ensembles were detrimental?
10th Place Solution
RSNA 2024 Lumbar Spine Degenerative Classification
2024-05-17
医学影像分析
图像分类
目标检测
算法竞技赛
17 个方案
1st place solution
2nd place solution
3rd Place Solution
4th place solution
5th place solution
6th Place Solution
7th solution
8th Place Solution
9th place solution
11th place solution
12th place solution
13th place solution
14th place solution
15th Place Solution
24th Place Solution for the RSNA 2024 Lumbar Spine Degenerative Classification Competition
27th Place solution: Algorithm vs Memmory or Transformers is all you need, 0.39/0.44
My solution for the RSNA 2024 Lumbar Spine Degenerative Classification, using only the competition data
LLM 20 Questions
2024-05-15
自然语言处理
博弈决策
文本生成
算法竞技赛
12 个方案
1st Place Solution
2nd Place Solution for the LLM 20 Questions Competition
3rd place solution
4th Place Solution
5th Place Solution
9th Place Solution - LLM 20 Questions
10th Place Solution | A 90% coverage keyword list is ALL you need
11th place solution (majimekun)
[20th] A simple solution, attempts and thinking.
[21st]: Back to basics
[26th] - 3rd (?) in non-Alpha group
45th place - Not bad as for first competition :)
LMSYS - Chatbot Arena Human Preference Predictions
2024-05-02
自然语言处理
文本分类
文本匹配
算法竞技赛
12 个方案
1st Place Solution ➡️ Distill is all you need🔥🔥🔥
2nd place solution
3rd Place Solution
4th Place Solution
5th Place Solution: Team Danube
9th Place Solution
16th Place - So Close to Gold Medal 😀
[18th solution] More data + Higher rank (QLoRA)
19th Place Solution
21st place - Pseudo Labels, Feature Engineering and stable validation scores
22nd solution: base model, training, and post-processing
26th Solution for LMSYS - Chatbot Arena Human Preference Predictions
Regression with a Flood Prediction Dataset
2024-05-01
公共安全
数值预测
事件预测
算法竞技赛
3 个方案
#1st place solution
#2nd Place Solution(Team Peaky Blenders): Blends Of Blends.
4th Place Solution: Hill climbing through the noise
USPTO - Explainable AI for Patent Professionals
2024-04-24
法律检索
文本生成
搜索排序
算法竞技赛
17 个方案
1st place solution
2nd place solution
3rd Place Solution
4th Place Solution
5th Place Solution
6th Place Solution
The "Magic" !
10th Place Solution
11th Place Solution
12th place - Disjunctions of bigrams, trigrams only
13th place solution
18th place solution
22nd Place Solution - Simple TF-IDF
28th Place Solution
32nd place solution
42th place: a very simple solution
47th place solution
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