Project AURIONAI Use-Cases Research & Innovation
visionfamily

EVA

Vision foundation models pretrained by masked image modelling against CLIP features.

BAAIBAAIChinaHuazhong University of Science and TechnologyHuazhong University of Science and TechnologyChina
BAAI
Levelfamily
Classvision
Parametersnot in the notes
Contextnot in the notes
Released14 Nov 2022
Opennessunknown
Runs onnot in the notes
Statusactive

Lineage

BAAIEVA-02 belongs to this familyvision20 Mar 202387.12M
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. Confidence and evidence are the notes' own.

R&D Topics

Self-supervised visual representation learningproduced by

Identity

Developer
BAAI, Huazhong University of Science and Technology
Family
not in the notes
Released
14 Nov 2022 sourcesannouncement page
Weights published
–
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
dense transformer
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Note
EVA (1B), EVA-02 (Ti to E) and EVA-CLIP.
Context length
not in the notes
Input
image
Output
not in the notes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
unknown
Licence
not in the notes sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2211.07636 https://arxiv.org/abs/2211.07636
  2. huggingface.co/api/models?pipeline_tag=image-classification&... https://huggingface.co/api/models?pipeline_tag=image-classification&sort=downloads&limit=50
  3. huggingface.co/timm/eva02_base_patch14_448.mim_in22k_ft_in22... https://huggingface.co/timm/eva02_base_patch14_448.mim_in22k_ft_in22k_in1k
  4. github.com/open-mmlab/mmpretrain/tree/main/configs/eva02 https://github.com/open-mmlab/mmpretrain/tree/main/configs/eva02
  5. arxiv.org/abs/2303.11331 https://arxiv.org/abs/2303.11331
  6. github.com/open-mmlab/mmpretrain/tree/main/configs/eva https://github.com/open-mmlab/mmpretrain/tree/main/configs/eva
  7. github.com/huggingface/pytorch-image-models/blob/main/RE... https://github.com/huggingface/pytorch-image-models/blob/main/README.md
  8. arxiv.org/html/2211.07636 https://arxiv.org/html/2211.07636

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "EVA", https://aurion.semai.id/models/eva/, records of October 2026.