Codesota · Computer Vision · Table Recognition · table-recognition-challenge-mini-testTasks/Computer Vision/Table Recognition
Table Recognition · benchmark dataset · 2020 · EN

table-recognition-challenge-mini-test.

Dataset from Papers With Code

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§ 01 · Leaderboard

Best published scores.

33 results indexed across 3 metrics. Shaded row marks current SOTA; ties broken by submission date.

Primary
accuracy · higher is better
All metrics
teds-all-samples, teds-complex-samples, teds-simple-samples
teds-all-samples
11 rows
#ModelOrgSubmittedPaper / codeteds-all-samples
01Hierarchical Table RecognizerTakaya KawakatsuApr 2026paper96.62
02MuTabNet—Apr 2026paper96.53
03Davar-Lab-OCRHikvision Research InstituteApr 2026paper96.36
04XMUnknown (ICDAR 2021 participant)Apr 2026paper96.27
05MTL-TabNet (LA)Nam Tuan Ly / NIIApr 2026paper96.21
06MTL-TabNet (GA)Nam Tuan Ly / NIIApr 2026paper96.17
07MTL-TabNet (WS)Nam Tuan Ly / NIIApr 2026paper95.97
08Re0———95.66
09VCGroup———95.04
10Habitat-Web———89.97
11EDD———89.97
teds-complex-samples
11 rows
#ModelOrgSubmittedPaper / codeteds-complex-samples
01Hierarchical Table RecognizerTakaya KawakatsuApr 2026paper95.08
02MuTabNet—Apr 2026paper94.98
03XMUnknown (ICDAR 2021 participant)Apr 2026paper94.89
04Davar-Lab-OCRHikvision Research InstituteApr 2026paper94.78
05MTL-TabNet (GA)Nam Tuan Ly / NIIApr 2026paper94.68
06MTL-TabNet (LA)Nam Tuan Ly / NIIApr 2026paper94.58
07MTL-TabNet (WS)Nam Tuan Ly / NIIApr 2026paper94.37
08Re0———92.96
09VCGroup———92.96
10EDD———84.86
11Habitat-Web———84.86
teds-simple-samples
11 rows
#ModelOrgSubmittedPaper / codeteds-simple-samples
01Re0———98.35
02Hierarchical Table RecognizerTakaya KawakatsuApr 2026paper98.10
03MuTabNet—Apr 2026paper98.01
04Davar-Lab-OCRHikvision Research InstituteApr 2026paper97.88
05MTL-TabNet (LA)Nam Tuan Ly / NIIApr 2026paper97.77
06MTL-TabNet (GA)Nam Tuan Ly / NIIApr 2026paper97.60
07XMUnknown (ICDAR 2021 participant)Apr 2026paper97.60
08MTL-TabNet (WS)Nam Tuan Ly / NIIApr 2026paper97.51
09VCGroup———97.11
10Habitat-Web———95.07
11EDD———95.07
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

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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.

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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