detr-resnet-50 vs PP-DocLayoutV3_safetensors
Specs, VRAM requirements and download trends — updated 10 October 2026.
facebook · A · Open weights
Params
40 M
Context
1,024
30d
210 K
apache-2.0 · commercial OK
PaddlePaddle · B · Open weights
Params
33 M
Context
—
30d
937 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | detr-resnet-50 | PP-DocLayoutV3_safetensors |
|---|---|---|
| Parameters | 40 M | 33 M |
| Architecture | DetrForObjectDetection | PPDocLayoutV3ForObjectDetection |
| Context length | 1,024 | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | 3 |
| Downloads 30d | 209,666 | 936,828 |
| Downloads all time | 27.9 M | 5.5 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 90 days (13 Aug – 10 Nov)
1.1 M210 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
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PP-DocLayoutV3_safetensors vs rtdetr_r101vd_coco_o365
table-transformer-detection vs PP-DocLayoutV3_safetensors
table-transformer-structure-recognition vs detr-resnet-50
PP-DocLayoutV3_safetensors vs rtdetr_r50vd