Model-J DINO
Collection
1002 items • Updated
Model-J: DINO Model (model_idx_0075)
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 | DINO |
| Split | test |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 9e-05 |
| LR Scheduler | cosine |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 75 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9949 |
| Val Accuracy | 0.9221 |
| Test Accuracy | 0.9198 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
boy, girl, television, beetle, dinosaur, bear, oak_tree, leopard, willow_tree, tank, chair, fox, rocket, table, otter, spider, crocodile, lobster, bowl, can, wolf, pickup_truck, clock, sunflower, snake, camel, caterpillar, woman, bed, raccoon, elephant, motorcycle, keyboard, worm, hamster, sweet_pepper, snail, palm_tree, lamp, forest, kangaroo, cattle, whale, plain, tiger, sea, squirrel, bee, lizard, seal
- Downloads last month
- 2
Model tree for ProbeX/Model-J__DINO__model_idx_0075
Base model
facebook/dino-vitb16