HWR challenge for index cards (only recognition, no detection)
Handwriting Recognition for Polish index cards. [ver. 2.0.0]
Git repo URL: git://gonito.net/fiszki-bare-hwr / Branch: master
Run git clone --single-branch git://gonito.net/fiszki-bare-hwr -b master to get the challenge data
Browse at https://gonito.net/gitlist/fiszki-bare-hwr.git/master
Leaderboard
| # | submitter | when | ver. | description | test-A CER | test-A WER | × | |
|---|---|---|---|---|---|---|---|---|
| 1 | p/tlen | 2022-05-17 05:04 | 2.0.0 | TrOCR large finetune out-fixed batch-size=16 beam=10 fine-tuning=true lr=2.0e-5 max-epochs=300 model=trocr-large-handwritten patience=20 prediction-batch-size=16 [...] fine-tuned large | 16.2±1.6 | 50.7±4.4 | 11 | |
| 2 | p/tlen | 2022-05-17 04:51 | 2.0.0 | TrOCR fine-tuned batch-size=24 beam=10 fine-tuning=true lr=2.0e-5 max-epochs=300 model=trocr-base-handwritten patience=20 prediction-batch-size=16 [...] fine-tuned base | 20.9±2.0 | 55.4±4.8 | 11 | |
| 3 | p/tlen | 2022-05-16 17:19 | 2.0.0 | TrOCR fine-tuned batch-size=8 beam=10 fine-tuning=true lr=2.0e-5 max-epochs=10 model=trocr-small-handwritten patience=2 prediction-batch-size=16 [...] fine-tuned small | 75.0±2.9 | 141.9±6.1 | 11 | |
| 4 | p/tlen | 2022-05-16 17:04 | 2.0.0 | TrOCR fine-tuned beam=10 fine-tuning=false model=trocr-small-handwritten prediction-batch-size=16 small no-fine-tuning | 118.0±9.3 | 160±11 | 11 |