segformer-b0-finetuned-ade-512-512 vs mask2former-swin-large-cityscapes-semantic

Specs, VRAM requirements and download trends — updated 6 November 2026.

nvidia · A · Open weights
Params
<0.1 M
Context
—
30d
286 K
facebook · B · Open weights
Params
220 M
Context
—
30d
230 K

Specification comparison

Differences are highlighted; identical values are muted.

Specification segformer-b0-finetuned-ade-512-512 mask2former-swin-large-cityscapes-semantic
Parameters <0.1 M 220 M
Architecture SegformerForSemanticSegmentation Mask2FormerForUniversalSegmentation
Context length — —
Licence other other
Commercial use Unknown Unknown
Languages — —
Downloads 30d 286,085 229,840
Downloads all time 9.8 M 11.1 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2022-03-02 2023-01-05

Download trend

Daily snapshots, last 90 days (13 Aug – 10 Nov)

520 K230 K
segformer-b0-finetuned-ade-512-512 mask2former-swin-large-cityscapes-semantic A overtook B on 1 Nov

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

segformer-b0-finetuned-ade-512-512 · fp16 0.5 GB / 24 GB
✅ Runs comfortably
mask2former-swin-large-cityscapes-semantic · fp16 1.5 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons