Codesota · Benchmark · wikibioHome/Leaderboards/Vision & Documents/Document OCR/wikibio
Unknown

wikibio.

wikibio is a state-of-the-art machine learning benchmark indexed on Codesota. This page tracks published model results, top scores per metric, and the SOTA timeline for wikibio.

Paper ↗Leaderboard ↓
§ 01 · Leaderboard

Results by metric.

Found a wrong score or missing run?
Use row edits to send a sourced correction into moderation.
Add / edit result ↗Report issue ↗

Parent

Parent is the reported evaluation metric for wikibio. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Parentverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01MBD
From paper: Controlling Hallucinations at Word Level in Data-to-Text Generation
verified56.162021Paper ↗Code ↗Looks wrong?
02SANA
From paper: Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation (arXiv:2105.14778)
verified55.422021Source ↗Looks wrong?
03Bert-to-Bert
From paper: Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation (arXiv:2105.14778)
verified53.542021Source ↗Looks wrong?

Bleu

Bleu is the reported evaluation metric for wikibio. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Bleuverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01Accurate Content Copying
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified46.872021Source ↗Looks wrong?
02SANA
From paper: Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation (arXiv:2105.14778)
verified45.782021Source ↗Looks wrong?
03Bert-to-Bert
From paper: Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation (arXiv:2105.14778)
verified45.622021Source ↗Looks wrong?
04FA+RL
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified45.472021Source ↗Looks wrong?
05NCP+BTA
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified45.462021Source ↗Looks wrong?
06Field-gating Seq2seq + dual attention
From paper: Table-to-text Generation by Structure-aware Seq2seq Learning
verified44.892017Paper ↗Code ↗Looks wrong?
07Field-gating Seq2seq + dual attention + beam search
From paper: Table-to-text Generation by Structure-aware Seq2seq Learning
verified44.712017Paper ↗Code ↗Looks wrong?
08MBD
From paper: Controlling Hallucinations at Word Level in Data-to-Text Generation
verified41.562021Paper ↗Code ↗Looks wrong?
09Table NLM
From paper: Neural Text Generation from Structured Data with Application to the Biography Domain
verified34.72016Paper ↗Code ↗Looks wrong?

Rouge

Rouge is the reported evaluation metric for wikibio. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Rougeverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01Accurate Content Copying
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified42.282021Source ↗Looks wrong?
02Field-gating Seq2seq + dual attention + beam search
From paper: Table-to-text Generation by Structure-aware Seq2seq Learning
verified41.652017Paper ↗Code ↗Looks wrong?
03FA+RL
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified41.542021Source ↗Looks wrong?
04Field-gating Seq2seq + dual attention
From paper: Table-to-text Generation by Structure-aware Seq2seq Learning
verified41.212017Paper ↗Code ↗Looks wrong?
05NCP+BTA
From paper: Table to text generation with accurate content copying (Yang et al., Scientific Reports 2021)
verified40.312021Source ↗Looks wrong?
06Table NLM
From paper: Neural Text Generation from Structured Data with Application to the Biography Domain
verified25.82016Paper ↗Code ↗Looks wrong?
§ 04 · Submit a result

Add to the leaderboard.

← Back to Document OCR
wikibio Leaderboard | CodeSOTA | CodeSOTA