The task of image retrieval in historical publications

Detect iconography in digitized historical publications. [ver. 2.0.3]

This is a long list of all submissions, if you want to see only the best, click leaderboard.

#	submitter	when	ver.	description	dev-0 F1	test-A F1
1	kubapok	2022-08-02 17:28	2.0.3	yolov5s6 not pretrained 1280size	77.85	78.63
4	kubapok	2022-08-02 13:19	2.0.3	yolov5s6 pretrained	74.22	75.09
2	kubapok	2022-08-02 13:16	2.0.3	yolov5s not pretrained	75.15	76.85
3	kubapok	2022-08-02 10:20	2.0.3	yolov5s pretrained	74.87	75.62
7	p/tlen	2022-03-23 12:59	2.0.3	Training only classifier of pretrained resnet-50 annotations_dir=./ batch_size=24 channel=1 gpu=true image_dir=./images/ learning_rate=3.0e-4 lr_gamma=0.4 lr_scheduler=true [...] neural-network cnn faster-r-cnn	68.83	70.31
8	p/tlen	2022-03-22 21:02	2.0.3	Training only classifier of pretrained resnet-50 annotations_dir=./ batch_size=2 channel=1 gpu=true image_dir=./images/ learning_rate=3.0e-4 lr_gamma=0.4 lr_scheduler=true [...] neural-network cnn faster-r-cnn	27.88	29.73
5	[anonymized]	2022-03-15 00:55	2.0.3	Training only classifier of pretrained resnet-50 batch_size=16 epochs=20 learning-rate='3e-4' lr_gamma=0.4 lr_scheduler=true lr_step_size=5 num_workers=2 rescale=! '[1000, 1000]' [...] neural-network cnn faster-r-cnn	70.14	71.24
6	[anonymized]	2022-03-14 21:05	2.0.3	Training only classifier of pretrained resnet-50 batch_size=16 epochs=20 learning-rate='25e-5' lr_gamma=0.5 lr_scheduler=true lr_step_size=7 num_workers=2 rescale=! '[600, 600]' [...] neural-network cnn faster-r-cnn	69.44	70.54