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Model-J__DINO__model_idx_0027
ProbeX/Model-J__DINO__model_idx_0027
Model-J__DINO__model_idx_0027 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
- Dec 12, 2024
- Updated
- Feb 10, 2026
- SHA
- fb01a7a8
Base models
Model card
From the Hugging Face model README
Model-J: DINO Model (model_idx_0027)
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 | DINO |
| Split | train |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 5e-05 |
| LR Scheduler | constant |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 27 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9581 |
| Val Accuracy | 0.8827 |
| Test Accuracy | 0.8750 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
train, bed, television, rabbit, rocket, crocodile, bicycle, worm, maple_tree, table, turtle, seal, apple, snake, raccoon, orchid, ray, lamp, keyboard, cockroach, camel, tank, pine_tree, dolphin, cattle, baby, otter, chair, clock, wardrobe, lobster, tiger, can, sea, tractor, caterpillar, bus, cloud, streetcar, kangaroo, girl, castle, whale, skyscraper, plate, plain, mountain, snail, road, bowl
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026