What is the difference between val/mAP_50 and val/bbox_mAP_50? #9168
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They seem different. And what is the difference of bbox and proposal in evaluation? |
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Replies: 6 comments
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bbox_mAP_50 indicates the mAP for bboxes especially. There are also segm_mAP_50 for instance segmentation. |
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what do you usually use for the publications? |
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between mAP_50 and bbox_mAP_50 and why? |
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the result of bbox is two stage's performance, while that of proposal is RPN's performance.
…---Original---
From: "James-Andrew R. ***@***.***>
Date: Wed, Jun 29, 2022 16:14 PM
To: ***@***.***>;
Cc: ***@***.***>;
Subject: [open-mmlab/mmdetection] What is the difference between val/mAP_50and val/bbox_mAP_50? (Issue #8280)
They seem different. And what is the difference of bbox and proposal in evaluation?
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For publications, we usually use box mAP, which is more strict than map_50(AP at iou 0.5). |
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For publications, we usually use box mAP, which is more strict than map_50(AP at iou 0.5).