detr-resnet-50 vs PP-DocLayoutV3_safetensors
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | detr-resnet-50 | PP-DocLayoutV3_safetensors |
|---|---|---|
| Parameters | 40 M | 30 M |
| Architecture | DetrForObjectDetection | PPDocLayoutV3ForObjectDetection |
| Context length | 1,024 | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | 3 |
| Downloads 30d | 543,507 | 822,269 |
| Downloads all time | 27.0 M | 2.4 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2026-01-20 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
1.4 M544 K
detr-resnet-50
PP-DocLayoutV3_safetensors
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
detr-resnet-50 · fp16
0.7 GB / 24 GB
PP-DocLayoutV3_safetensors · fp16
0.7 GB / 24 GB
Adjacent comparisons
table-transformer-structure-recognition vs PP-DocLayoutV3_safetensors
table-transformer-detection vs PP-DocLayoutV3_safetensors
PP-DocLayoutV3_safetensors vs yolos-small
table-transformer-structure-recognition vs detr-resnet-50
detr-resnet-50 vs table-transformer-detection
detr-resnet-50 vs yolos-small