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Model-J__ResNet__model_idx_0022
ProbeX/Model-J__ResNet__model_idx_0022
Model-J__ResNet__model_idx_0022 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
- resnet
- Access
- Public
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026
- SHA
- 39918609
Base models
Model card
From the Hugging Face model README
Model-J: ResNet Model (model_idx_0022)
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 | ResNet |
| Split | train |
| Base Model | microsoft/resnet-101 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 5e-05 |
| LR Scheduler | cosine_with_restarts |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 22 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9060 |
| Val Accuracy | 0.8573 |
| Test Accuracy | 0.8434 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
snail, butterfly, apple, keyboard, skunk, bee, sea, lawn_mower, ray, plate, rose, dolphin, bicycle, pine_tree, otter, cockroach, beaver, maple_tree, mouse, trout, couch, telephone, wolf, raccoon, wardrobe, lizard, lobster, road, castle, pear, crocodile, seal, elephant, cloud, mountain, man, dinosaur, whale, baby, willow_tree, oak_tree, mushroom, forest, streetcar, orchid, skyscraper, bowl, house, aquarium_fish, bed
- Task
- Image Classification
- Library
- transformers
- Type
- resnet
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026