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Model-J__MAE__model_idx_0590
ProbeX/Model-J__MAE__model_idx_0590
Model-J__MAE__model_idx_0590 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 24, 2025
- Updated
- Feb 10, 2026
- SHA
- d8fd26a1
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0590)
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 | 0.0003 |
| LR Scheduler | linear |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 590 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9827 |
| Val Accuracy | 0.8731 |
| Test Accuracy | 0.8698 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
lawn_mower, can, kangaroo, lobster, ray, sunflower, crab, baby, tank, chair, bee, cockroach, wardrobe, television, keyboard, seal, bottle, train, flatfish, wolf, snail, mouse, snake, table, woman, caterpillar, maple_tree, butterfly, rose, dolphin, rocket, mountain, dinosaur, aquarium_fish, squirrel, fox, beaver, bear, mushroom, leopard, pear, lizard, man, chimpanzee, telephone, tractor, castle, shrew, willow_tree, house
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 24, 2025
- Updated
- Feb 10, 2026