Codesota · Computer Vision · Document Layout Analysis · u-diads-bibTasks/Computer Vision/Document Layout Analysis
Document Layout Analysis · benchmark dataset · 2020 · EN

u-diads-bib.

Dataset from Papers With Code

Submit a result ↵
§ 01 · Leaderboard

Best published scores.

8 results indexed across 2 metrics. Shaded row marks current SOTA; ties broken by submission date.

Primary
accuracy · higher is better
All metrics
class-average-iou, class-average-iou-few-shot-setting
class-average-iou
4 rows
#ModelOrgSubmittedPaper / codeclass-average-iou
01CV-Group—Sep 2024papers-with-code83.40
02CNKI—Sep 2024papers-with-code77.80
03VAI-OCR—Sep 2024papers-with-code70.70
04DeepLabV3+—Jan 2024U-DIADS-Bib: a full and few-shot pixel-precise dataset f…66.50
class-average-iou-few-shot-setting
4 rows
#ModelOrgSubmittedPaper / codeclass-average-iou-few-shot-setting
01CV-Group—Sep 2024papers-with-code78.40
02VAI-OCR—Sep 2024papers-with-code70
03CNKI—Sep 2024papers-with-code65.90
04L3i++—Sep 2024papers-with-code61.10
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.
§ 04 · Literature

1 paper
tied to this benchmark.

Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.

§ 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