SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds

17 May 2025

Papers citing "SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds"

8 / 8 papers shown

Title
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union Zifu Wang Maxim Berman Amal Rannen Triki Philip Torr D. Tuia Tinne Tuytelaars Luc Van Gool Jiaqian Yu Matthew B. Blaschko 15 13 0 30 Oct 2023
SortedAP: Rethinking evaluation metrics for instance segmentation Long Chen Yuli Wu Johannes Stegmaier Dorit Merhof ISeg 24 10 0 09 Sep 2023
Boundary Difference Over Union Loss For Medical Image Segmentation F. Sun Zhiming Luo Shaozi Li 35 23 0 01 Aug 2023
Beyond mAP: Towards better evaluation of instance segmentation Rohit Jena Lukas Zhornyak Nehal Doiphode Pratik Chaudhari Vivek P. Buch James C. Gee Jianbo Shi 71 9 0 04 Jul 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 75 224 0 03 Jun 2022
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Bowen Cheng Ross B. Girshick Piotr Dollár Alexander C. Berg A. Kirillov 69 292 0 30 Mar 2021
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 90 1,425 0 03 Jan 2018
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 272 43,290 0 01 May 2014