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Model-J__MAE__model_idx_0820
ProbeX/Model-J__MAE__model_idx_0820
Model-J__MAE__model_idx_0820 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
- f6b482de
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0820)
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 | 3e-05 |
| LR Scheduler | cosine |
| Epochs | 5 |
| Max Train Steps | 1665 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 820 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9360 |
| Val Accuracy | 0.8784 |
| Test Accuracy | 0.8630 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
lobster, telephone, sweet_pepper, otter, lamp, lawn_mower, trout, sunflower, shark, tiger, spider, skunk, boy, bowl, elephant, willow_tree, porcupine, cloud, motorcycle, sea, wolf, tulip, cockroach, aquarium_fish, lizard, dolphin, chair, plain, oak_tree, forest, plate, ray, girl, bicycle, bus, house, snail, leopard, squirrel, beaver, palm_tree, caterpillar, seal, television, orange, streetcar, possum, camel, mouse, bed
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 24, 2025
- Updated
- Feb 10, 2026