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
LLM - Detect AI Generated Text
2023-10-31
AI安全与对抗
文本分类
异常检测
算法竞技赛
22 个方案
Comprehensive 1st Place Write-Up
3rd place solution
[4th Place Solution] A Summary of Combined Arms Approach
5th place solution: 1.7 million training examples + domain adaptation
6nd place solution with code
[7th Place Solution] Generate Data with Non-Instruction-Tuned Models
[8th LB Solution] Linguistic Features: PPL & GLTR
[1st Public/9th Private] LLMLab - Solution Summary
12th place solution: DeBERTa + TF-IDF
13th place solution - Transformers only
14th Place Solution
18th place solution Generating Adversarial Data
19th place solution
[21th Solution] Secret Sauce [0.986 Public - Selected Private: 0.932 Best:0.957]
A kaggle newbie's 🥈23rd solution: Just follow-up excellent public works & ideas
24th solution: DeBERTa & TF-IDF Vectorizer Ensemble
25th Place Solution for DAIGT (Public LB: 0.966 Private LB: 0.927)
29th Place Solution
Winning Solution 34th Solution (Possible 22nd Solution) LB Public: 0.954 LB Private: 0.92
[1st Place Efficiency Prize] Scientific Journal
42th solution: BPE + LSTM-Transformer-CNN + DistillRoberta + Superfast Unsupervised
[Solution of 4th Place in Efficiency LB]
Binary Prediction of Smoker Status using Bio-Signals
2023-10-24
临床决策支持
数值预测
算法竞技赛
4 个方案
#3 Private 8 Public approach - simple ensemble with probing
#4 th place solution - robust Hill Climbing
#7 Private LB and #2 Public LB solution
#8 Private LB #7 Public - Solution Approach
AI Village Capture the Flag @ DEFCON31
2023-10-09
AI安全与对抗
异常检测
博弈决策
算法竞技赛
20 个方案
25 Flags of Pain // no CIFAR and Granny 3
25 flags writeup, (all except granny3 and cifar)
3rd place solution - 25 points
CTF solutions from Bingus Traveller, 4th place
5th place | 24/27 | Lessons from my first CTF + how GPT4 can help
6th Place Solution [24 Points]
7th Place Solution [24 points] for the AI Village Capture the Flag @ DEFCON31 Competition
8th Solutions + thoughts
9th Place Solution & Last to reach 24
10th place solution - 23 flags
11th Place Solution Code & "Aha" Moments [23 Flags]
23 flags with elegant solutions especially to Cluster 3 and Semantle
21st place writeup [23 flags]
Solution to Inversion
23 tasks - 27th place.
27th place solution - 23 points
Few comments [24 flags]
29th Place Solution for the AI Village Capture the Flag @ DEFCON31 Competition
CTF 23 Solutions
AI Village Capture the Flag @ DEFCON31 - 22 Points
UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)
2023-10-06
医学影像分析
图像分类
异常检测
算法竞技赛
15 个方案
2nd Place Solution - UBC-OCEAN
3rd Place Solution for the UBC-OCEAN UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)
4th place solution
5th place solution
3th on Public and 6th on Private, A Very Simple Solution: Big Pretrained-Model is All You Need!
7th place solution
[8th Place Solution] Understanding Data Before Designing Methods
9th place solution
10th place solution
13th Place Solution for the UBC-OCEAN Competition
[14th Place Notes] Image Agumentation + Domain Adaptation + ABMIL
20th Place Solution - UBC-OCEAN
28th solution
30th place solution
38th solution (Private 0.52, Hight score 0.55)
Binary Classification with a Software Defects Dataset
2023-10-03
缺陷检测
数值预测
算法竞技赛
1 个方案
#2 Solution | 8 Models Ensemble
Linking Writing Processes to Writing Quality
2023-10-02
智能评测
数值预测
序列标注
算法竞技赛
15 个方案
[1st place solution] Data Cleaning+FE+External Data+Model Ensemble
[3rd place solution] Trust CV is all you need.
[3rd place solution] Blend MLM pretrained DeBERTa & GBM
5th Place Solution: Features are all you need!
[CPU Only]6th Place Solution for "Linking Writing Processes to Writing Quality"
[7th place solution] Essays predictions as features
12th place solution
[14th place solution] Keras ensemble
15th solution feature selection and trust your CV
Private 20th Solution
23th Place Solution
38th Place Solution (3rd Public)
[42nd Place Solution] Ensemble + Classification
Place 46 Solution, Place 11 Efficiency
[48th place solution] Multi-label K-Fold for CV Strategy
Optiver - Trading at the Close
2023-09-20
量化投资
数值预测
时序预测
算法竞技赛
4 个方案
1st place solution
9th Place Solution
14th Place Solution for the Optiver - Trading at the Close Competition
15th place solution
Open Problems – Single-Cell Perturbations
2023-09-12
基因组学与生物信息
数值预测
因果推断
算法竞技赛
9 个方案
1st Place Solution Writeup for Open Problems – Single-Cell Perturbations
2nd Place Solution for the Open Problems – Single-Cell Perturbations
3rd Place Solution for the Open Problems – Single-Cell Perturbations
7th Place Solution for the Open Problems – Single-Cell Perturbations
8th Place Solution for the Open Problems – Single-Cell Perturbations Competition
Public 7th and Private 15th solution (Nothing but just multiplied a factor of 1.2)
#18: Py-boost predicting t-scores
SCP 21st Solution
58th solution: Single-Cell Perturbations (Blending only)
Predict Health Outcomes of Horses
2023-09-12
临床决策支持
文本分类
算法竞技赛
1 个方案
# 14 Solution
NeurIPS 2023 - Machine Unlearning
2023-09-11
AI安全与对抗
图像分类
异常检测
算法竞技赛
8 个方案
2nd place solution
3rd place solution
Unlearning solution (3rd rank)
5th Place Solution
5th place solution
6th Place Solution for the NeurIPS 2023 - Machine Unlearning Competition
7th place solution
9th Place Solution (Forget set-free Approach, 3rd on Public LB)
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