Model card
DiT-L.
UnknownunknownUnknown paramsUnknown
Imported from Papers With Code
§ 02 · Benchmarks
Every benchmark DiT-L has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | publaynet-val | Computer Vision · Document Layout Analysis | figure | 1.0% | #2 | 2022-03-04 | source ↗ |
| 02 | publaynet-val | Computer Vision · Document Layout Analysis | list | 1.0% | #4 | 2022-03-04 | source ↗ |
| 03 | publaynet-val | Computer Vision · Document Layout Analysis | table | 1.0% | #4 | 2022-03-04 | source ↗ |
| 04 | publaynet-val | Computer Vision · Document Layout Analysis | overall | 0.9% | #6 | 2022-03-04 | source ↗ |
| 05 | publaynet-val | Computer Vision · Document Layout Analysis | text | 0.9% | #6 | 2022-03-04 | source ↗ |
| 06 | publaynet-val | Computer Vision · Document Layout Analysis | title | 0.9% | #7 | 2022-03-04 | source ↗ |
| 07 | rvl-cdip | Computer Vision · Document Image Classification | accuracy | 92.7% | #27 | 2022-03-04 | 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.
§ 04 · Papers
1 paper with results for DiT-L.
- 2022-03-04· Computer Vision· 7 results
DiT: Self-supervised Pre-training for Document Image Transformer
§ 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
7
results
7 of 7 rows marked verified.