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Model-J__MAE__model_idx_0697
ProbeX/Model-J__MAE__model_idx_0697
Model-J__MAE__model_idx_0697 is a image classification model from ProbeX. Use it when you need a label for an image. It is set up for transformers.
This model is part of the Model-J dataset, introduced in:
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Mar 25, 2025
- Updated
- Feb 10, 2026
- SHA
- f4fec5df
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0697)
This model is part of the Model-J dataset, introduced in:
Learning on Model Weights using Tree Experts (CVPR 2025) by Eliahu Horwitz*, Bar Cavia*, Jonathan Kahana*, Yedid Hoshen
<p align="center"> 🌐 <a href="https://horwitz.ai/probex" target="_blank">Project</a> | 📃 <a href="https://arxiv.org/abs/2410.13569" target="_blank">Paper</a> | 💻 <a href="https://github.com/eliahuhorwitz/ProbeX" target="_blank">GitHub</a> | 🤗 <a href="https://huggingface.co/ProbeX" target="_blank">Dataset</a> </p>
Model Details
| Attribute | Value |
|---|---|
| Subset | MAE |
| Split | test |
| Base Model | facebook/vit-mae-base |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 7e-05 |
| LR Scheduler | linear |
| Epochs | 5 |
| Max Train Steps | 1665 |
| Batch Size | 64 |
| Weight Decay | 0.005 |
| Seed | 697 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9788 |
| Val Accuracy | 0.8813 |
| Test Accuracy | 0.8898 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
rose, bowl, otter, train, road, camel, rabbit, house, maple_tree, mushroom, raccoon, ray, turtle, skyscraper, sunflower, rocket, plain, chimpanzee, man, couch, pear, crab, butterfly, worm, skunk, poppy, fox, crocodile, orange, flatfish, chair, pickup_truck, sea, tiger, bear, cattle, aquarium_fish, table, lamp, oak_tree, wardrobe, apple, palm_tree, bridge, girl, tractor, tulip, plate, willow_tree, television
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 25, 2025
- Updated
- Feb 10, 2026