Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Unable to replicate model zoo mAP #523

Open
kjxlstad opened this issue Jul 20, 2023 · 0 comments
Open

Unable to replicate model zoo mAP #523

kjxlstad opened this issue Jul 20, 2023 · 0 comments

Comments

@kjxlstad
Copy link

kjxlstad commented Jul 20, 2023

I've been wanting to try out the RepVGG-A0 backed legacy model. However, whenever I download the weights / checkpoints from the model zoo and use the legacy_v0.x_configs/RepVGG/nanodet-RepVGG-A0_416.yml I only get 16.3 COCO mAP on the validation data while the benchmark table claims a COCO mAP of 27.8.

I have tried cloning earlier versions of the repository and using older checkpoints to no avail, running tools/test.py --task val I always seem to get something close to this:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.163
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.251
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.171
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.085
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.184
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.249
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.256
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.410
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.432
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.643

How can I reproduce your results?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant