Model card
DoPTA.
UnknownunknownUnknown paramsUnknown1 current SOTA
Imported from Papers With Code
§ 02 · Benchmarks
Every benchmark DoPTA has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | d4la | Computer Vision · Document Layout Analysis | map | 70.7% | #1 | 2024-12-17 | source ↗ |
| 02 | publaynet-val | Computer Vision · Document Layout Analysis | figure | 1.0% | #4 | 2024-12-17 | source ↗ |
| 03 | publaynet-val | Computer Vision · Document Layout Analysis | list | 1.0% | #5 | 2024-12-17 | source ↗ |
| 04 | publaynet-val | Computer Vision · Document Layout Analysis | table | 1.0% | #6 | 2024-12-17 | source ↗ |
| 05 | publaynet-val | Computer Vision · Document Layout Analysis | overall | 0.9% | #6 | 2024-12-17 | source ↗ |
| 06 | publaynet-val | Computer Vision · Document Layout Analysis | text | 0.9% | #6 | 2024-12-17 | source ↗ |
| 07 | publaynet-val | Computer Vision · Document Layout Analysis | title | 0.9% | #6 | 2024-12-17 | source ↗ |
| 08 | rvl-cdip | Computer Vision · Document Image Classification | accuracy | 94.1% | #17 | 2024-12-17 | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Strengths by area
Where DoPTA actually performs.
§ 04 · Papers
1 paper with results for DoPTA.
- 2024-12-17· Computer Vision· 8 results
DoPTA: Improving Document Layout Analysis using Patch-Text Alignment
§ 05 · Related models
Other Unknown models scored on Codesota.
CRAFT
Unknown params · 21 results
GPT-2-Large (fine-tuning)
Unknown params · 20 results
HTLM (fine-tuning)
Unknown params · 20 results
TextFuseNet (ResNeXt-101)
Unknown params · 16 results
MixNet
Unknown params · 13 results
PAN
Unknown params · 12 results
SPCNET
Unknown params · 12 results
TESTR
Unknown params · 12 results
§ 06 · Sources & freshness
Where these numbers come from.
papers-with-code
8
results
8 of 8 rows marked verified.