The task of image retrieval in historical publications

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

Git repo URL: git://gonito.net/news-navigator / Branch: master
Run git clone --single-branch git://gonito.net/news-navigator -b master to get the challenge data
Browse at https://gonito.net/gitlist/news-navigator.git/master

Leaderboard

# submitter when ver. description test-A F1 ×
1 [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 71.24 4
# tags test-A F1 advertisement test-A F1 illustration test-A F1 editorial_cartoon test-A F1 headline test-A F1 cartoon test-A F1 map test-A F1 photograph test-A R test-A P test-A F1
1 neural-network cnn faster-r-cnn 76.58 26.77 29.28 76.19 49.21 16.81 66.43 82.65 62.59 71.24

Graphs by parameters

batch_size

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