Codesota · Computer Vision · Optical Character Recognition · howsumm-stepTasks/Computer Vision/Optical Character Recognition
Optical Character Recognition · benchmark dataset · 2020 · EN

howsumm-step.

Dataset from Papers With Code

Saturated benchmark

Benchmark abandoned or no longer evaluated by the community

Submit a result
§ 01 · Leaderboard

Best published scores.

16 results indexed across 1 metric. Shaded row marks current SOTA; ties broken by submission date.


Primary
accuracy · higher is better
rouge-1
16 rows
#ModelOrgSubmittedPaper / coderouge-1
01Oracle-BERTOct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code46.80
02Oracle-BOWOct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code46
03LexRank (query: step title)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code39.60
04CES (query: step title)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code39.30
05CES (query: step + method titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code38.30
06LexRank (query: step + method titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code38.20
07CES (query: step + method + article titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code37
08LexRank (query: step + method + article titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code36.30
09Oracle-HierSummOct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code35.60
10GreedyRel (query: step + method titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code30.30
11GreedyRel (query: step + method + article titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code30.10
12GreedyRel (query: step title)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code30.10
13Random Baseline (HowSumm)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code23
14BM25-HierSumm (query: step + method titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code23
15BM25-HierSumm (query: step title)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code22.30
16BM25-HierSumm (query: step + method + article titles)Oct 2021HowSumm: A Multi-Document Summarization Dataset Derived … · code21.90
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