Hall of Fame

Segmentation Models package is widely used in the image segmentation competitions. Here you can find competitions, names of the winners and links to their solutions.

Please, follow these rules, when adding a solution to the "Hall of Fame":

1. Solution should be high rated (e.g. for Kaggle gold or silver medal)
2. There should be a description of the solution (post at the forum / code / blog post / paper / pre-print)

Kaggle

Severstal: Steel Defect Detection

• 1st place. Wuxi Jiangsu, Hongbo Zhu, Yizhuo Yu
  [description]

• 5th place. Guanshuo Xu
  [description]

• 9th place. Jacek Poplawski
  [description]

• 10th place. Alexey Rozhkov
  [description]

• 12th place. Pavel Iakubovskii, Ilya Dobrynin, Denis Kolpakov
  [description]

• 31st place. Insaf Ashrapov, Igor Krashenyi, Pavel Pleskov, Anton Zakharenkov, Nikolai Popov
  [description] [code]

• 55th place. Karl Hornlund
  [description] [code]

• Efficiency round 1st place. Stefan Stefanov
  [description]

Understanding Clouds from Satellite Images

• 2nd place. Andrey Kiryasov
  [description]

• 4th place. Ching-Loong Seow
  [description]

• 34th place. Karl Hornlund
  [description] [code]

• 55th place. Pavel Iakubovskii
  [description]

Other platforms

MICCAI 2020 TN-SCUI challenge

• 1st place. Mingyu Wang
  [description] [code]

Open Cities AI Challenge: Segmenting Buildings for Disaster Resilience

• 1st place. Pavel Iakubovskii.
  [code and description]

Machine Learning based feature extraction of Electrical Substations from Satellite Data

• 3rd place.

Aarsh chaube [code] [Pre-Print]

NeurIPS2022 Cell Segmentation Challenge

• 1st place. Gihun Lee, Sangmook Kim, Joonkee Kim
• [code] [Paper]

ICIP2025 Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge

• 2nd place. Ümit Mert Çağlar, Alptekin Temizel
• [code] [paper] [challange results]