Beyond mAP: Towards Better Evaluation of Instance Segmentation

Author:

Jena Rohit1,Zhornyak Lukas1,Doiphode Nehal1,Chaudhari Pratik1,Buch Vivek2,Gee James1,Shi Jianbo1

Affiliation:

1. University of Pennsylvania

2. Stanford University

Publisher

IEEE

Reference41 articles.

1. Class-specific Hough forests for object detection

2. FCOS: Fully Convolutional One-Stage Object Detection

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4. Conditional convolutions for instance segmentation;tian;Computer Vision-ECCV 2020 16th European Conference Glasgow UK August 23–28 2020 Proceedings Part I 16,0

5. On calibration of modern neural networks;guo;International Conference on Machine Learning,0

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4. SortedAP: Rethinking evaluation metrics for instance segmentation;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

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