segformer-b0-finetuned-ade-512-512 vs mask2former-swin-tiny-coco-instance

Specs, VRAM requirements and download trends — updated 31 July 2026.

nvidia · A · Open weights

Params

<0.1 M

Context

—

30d

286 K

facebook · B · Open weights

Params

50 M

Context

—

30d

211 K

Specification comparison

Differences are highlighted; identical values are muted.

Specification	segformer-b0-finetuned-ade-512-512	mask2former-swin-tiny-coco-instance
Parameters	<0.1 M	50 M
Architecture	SegformerForSemanticSegmentation	Mask2FormerForUniversalSegmentation
Context length	—	—
Licence	other	other
Commercial use	Unknown	Unknown
Languages	—	—
Downloads 30d	286,085	211,330
Downloads all time	9.8 M	4.4 M
Quantizations on the Hub	SAFETENSORS	SAFETENSORS
Gated	No	No
First seen on the Hub	2022-03-02	2022-12-23

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

391 K211 K

segformer-b0-finetuned-ade-512-512 mask2former-swin-tiny-coco-instance

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-tiny-coco-instance · fp16 0.7 GB / 24 GB

✅ Runs comfortably