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

Specs, VRAM requirements and download trends — updated 21 September 2026.

nvidia · A

Params

<0.1 M

Context

—

30d

368 K

facebook · B

Params

220 M

Context

—

30d

444 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	368,180	444,440
Downloads all time	9.3 M	10.6 M
Quantizations on the Hub	SAFETENSORS	SAFETENSORS
Gated	No	No
First seen on the Hub	2022-03-02	2023-01-05

Daily snapshots, last 56 days (28 Jul – 21 Sep)

444 K239 K

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

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