Model card
DBNet++ (ResNet-50) (800).
UnknownunknownUnknown paramsUnknown
Imported from Papers With Code
§ 02 · Benchmarks
Every benchmark DBNet++ (ResNet-50) (800) has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | CTW1500 | Computer Vision · Scene Text Detection | precision | 87.9% | #2 | 2022-02-21 | source ↗ |
| 02 | CTW1500 | Computer Vision · Scene Text Detection | recall | 82.8% | #2 | 2022-02-21 | source ↗ |
| 03 | CTW1500 | Computer Vision · Scene Text Detection | f-measure | 85.3% | #2 | 2022-02-21 | source ↗ |
| 04 | Total-Text | Computer Vision · Scene Text Detection | fps | 28.0% | #7 | 2022-02-21 | source ↗ |
| 05 | Total-Text | Computer Vision · Scene Text Detection | recall | 83.2% | #14 | 2022-02-21 | source ↗ |
| 06 | Total-Text | Computer Vision · Scene Text Detection | f-measure | 86.0% | #15 | 2022-02-21 | source ↗ |
| 07 | Total-Text | Computer Vision · Scene Text Detection | precision | 88.9% | #17 | 2022-02-21 | 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 DBNet++ (ResNet-50) (800) actually performs.
§ 04 · Papers
2 papers with results for DBNet++ (ResNet-50) (800).
- 2022-02-21· Computer Vision· 3 results
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
- 2022-02-21· Computer Vision· 4 results
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
§ 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
4
results
arxiv
3
results
7 of 7 rows marked verified.