BiRefNet vs mask2former-swin-large-ade-semantic
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | BiRefNet | mask2former-swin-large-ade-semantic |
|---|---|---|
| Parameters | 220 M | 220 M |
| Architecture | BiRefNet | Mask2FormerForUniversalSegmentation |
| Context length | — | — |
| Licence | mit | other |
| Commercial use | Allowed | Unknown |
| Languages | — | — |
| Downloads 30d | 715,119 | 624,580 |
| Downloads all time | 18.1 M | 4.1 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-07-12 | 2023-01-05 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
765 K621 K
BiRefNet
mask2former-swin-large-ade-semantic
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
BiRefNet · fp16
1.0 GB / 24 GB
mask2former-swin-large-ade-semantic · fp16
1.5 GB / 24 GB