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results

​​​​​​​​​​​​​Results for the ITU AI/ML in 5G Challenge

  1. Unrestricted Problem Statements 
  2. Teams that are shown in red will make presentation at the Grand Challenge Finale (Final Conference), scheduled on 15 - 17 Dec., 2020


ITU-ML5G-PS-012: ML5G-PHY Beam-​Selection 
(UFPA - Brazil)

​Rank 
​Team-Na​me
​1
Bea​mSoup
​2
Imperial_IPC1
​3
NU Huskies
​4
Data Explorers
​5
Certain 
​6
​CURB
​7
​Tanguy Ropitault
​8
​SIM
​9
​SRIBeamers
​10
​Ignited Minds

ITU-ML5G-PS-014Graph Neural Networking Challenge 2020 (BNN-UPC - Spain)

​Rank 
​Team-Name
​1
Steredeg
​2
Salzburg Research
​3
Gradient Ascent
​4
(Disqualified Team)
​5
​GLOBAL
​6
​CTL-KAUST
​7
HPE CMS France
​8
​WAZD
​9
IITH Team 1
​10
Tokio​


ITU-ML5G-PS-013Improving the capacity of IEEE 802.11 WLANs through ML​ (UPF - Spain)
 

​Rank 
​Team-Name
​1
Ramon Vallès
​2
ATARI
​3
STC_2
​4
UC3M NETCOM
​5
​NET INTELS


ITU-ML5G-PS-018:  Compression of Deep Learning models (ZTE, China)

Rank 
​Team-Name
​1
AI-Maglev
​2
GAN Torrents


ITU-ML5G-PS-0195G+AI (Smart Transportation). (JNU - India)

Rank 
​Team-Name
​1
STC


ITU-ML5G-PS-020: Improving experience and enhancing immersiveness of Video conferencing and collaboration. (Dview, - India)  

ITU-ML5G-PS-021:​ 5G+ML/AI (Dynamic Spectrum Access). (IITD, - India)

ITU-ML5G-PS-022:​ Privacy Preserving AI/ML in 5G networks for healthcare applications (C-DOT - India)

Rank ​
​Team-Name
​1
I****​**L diagnostics


ITU-ML5G-PS-023:​ Shared Experience Using 5G+AI (3D Augmented + Virtual Reality). (Hike, India)

Rank ​
​Team-Name
​1
Nitish ​Kumar Singh


ITU-ML5G-PS-024​: Demonstration of MLFO capabilities via ref. implementations. (LYIT - Ireland) 

Rank ​
​Team-Name
​1
Abhishek Dandekar


ITU-ML5G-PS-025:​  ML5G-PHY- Channel Estimation @NCSU, US

Rank 
​Team-Name
​1
ML-DOJO
​2
​ICARUS
​3
Learned Chester 
​4
mmWaveNet
​5
​Redline


ITU-ML5G-PS-031:​ Network State Estimation by Analyzing Raw Video Data. (NEC - Japan)

Rank 
​Team-Name
​1
JOJO
​2
KCGI
​3
HENOKO KING
​4
Fukui Dinosaur 
​5
University of Fukui 
​6
​nagomy
​7
​Ryo Yaegashi
​8
​Katsuki Uno
​9
​Takumi Hanawa


ITU-ML5G-PS-032:​ Analysis on route information failure in IP core networks by NFV-based test environment. (KDDI - Japan)

Rank 
​Team-Name
​1
naist-lsm
​2
​UT-NakaoLab-AI
​3
mlab
​4
Hideaki
​5
UniFukui
​6
​MoNaKA
​7
​TrustX (Uni. of Luxembourg)​


ITU-ML5G-PS-036:​ Using weather info for radio link failure (RLF) prediction (Turkcell - Turkey)



​Rank 
​Team-Name
​1
Link Busters
​2
IEC_Research 
​3
STC SDP 1
​4
Faiz İkramulla​ et al.


ITU-ML5G-PS-038:​ Traffic recognition and Long-term traffic forecasting based on AI algorithms and metadata for  5G/IMT-2020 and beyond (SPbSUT - Russia)

Rank 
​Team-Name
​1
USATU



Restricted Problem Statements

Problem Statement​
​Team-Name
Out of Service(OOS) alarm prediction of 4/5G network base station
黑白双煞 (NKU-Excavator) 
Network topology optimization
小智 (Weeny Wit)
Energy-Saving Prediction of Base Station Cells in Mobile Communication Network
浑水摸鱼 (Cresting)
Network topology optimization 
No Boundaries
Fault Localization of Network Devices based on MEC Platform
国创矩阵 (GuoChuang ChapterIX)
5G+AI+AR 
5Gfan