Codesota · Computer Vision · Document Layout Analysis · document-layout-recognition-challenge-mini-devTasks/Computer Vision/Document Layout Analysis
Document Layout Analysis · benchmark dataset · 2020 · EN

document-layout-recognition-challenge-mini-dev.

Dataset from Papers With Code

Saturated benchmark

Benchmark abandoned or no longer evaluated by the community

Submit a result ↵
§ 01 · Leaderboard

Best published scores.

12 results indexed across 6 metrics. Shaded row marks current SOTA; ties broken by submission date.

Primary
accuracy · higher is better
All metrics
figure, list, overall, table, text, title
figure
2 rows
#ModelOrgSubmittedPaper / codefigure
01fglihai———0.990
02Faster R-CNNOSSMicrosoft Research——0.980
list
2 rows
#ModelOrgSubmittedPaper / codelist
01Faster R-CNNOSSMicrosoft Research——0.980
02fglihai———0.970
overall
2 rows
#ModelOrgSubmittedPaper / codeoverall
01fglihai———0.960
02Faster R-CNNOSSMicrosoft Research——0.950
table
2 rows
#ModelOrgSubmittedPaper / codetable
01fglihai———1.00
02Faster R-CNNOSSMicrosoft Research——0.980
text
2 rows
#ModelOrgSubmittedPaper / codetext
01fglihai———0.970
02Faster R-CNNOSSMicrosoft Research——0.950
title
2 rows
#ModelOrgSubmittedPaper / codetitle
01Faster R-CNNOSSMicrosoft Research——0.880
02fglihai———0.880
Fig 2 · Rows sorted by score within each metric. Shaded row marks SOTA. Dates reflect model or paper release where available, otherwise the date Codesota accessed the source.
§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result ↵Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies