Model-J SupViT
Collection
998 items • Updated
Model-J: SupViT Model (model_idx_0010)
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
🌐 Project | 📃 Paper | 💻 GitHub | 🤗 Dataset
Model Details
| Attribute | Value |
|---|---|
| Subset | SupViT |
| Split | test |
| Base Model | google/vit-base-patch16-224 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 9e-05 |
| LR Scheduler | cosine_with_restarts |
| Epochs | 5 |
| Max Train Steps | 1665 |
| Batch Size | 64 |
| Weight Decay | 0.005 |
| Seed | 10 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9994 |
| Val Accuracy | 0.9523 |
| Test Accuracy | 0.9506 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
bed, hamster, road, rose, oak_tree, pickup_truck, cloud, maple_tree, skyscraper, pine_tree, can, mountain, table, bottle, lion, whale, bicycle, elephant, crab, lawn_mower, cup, poppy, possum, rocket, lizard, wardrobe, spider, bee, plate, raccoon, rabbit, kangaroo, fox, sweet_pepper, sea, telephone, caterpillar, squirrel, dinosaur, lamp, orchid, tiger, clock, house, pear, crocodile, ray, sunflower, forest, porcupine
- Downloads last month
- 2
Model tree for ProbeX/Model-J__SupViT__model_idx_0010
Base model
google/vit-base-patch16-224