Model-J DINO
Collection
1002 items • Updated
Model-J: DINO Model (model_idx_0225)
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 | val |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 5e-05 |
| LR Scheduler | linear |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 225 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9988 |
| Val Accuracy | 0.9200 |
| Test Accuracy | 0.9306 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
otter, fox, sea, chair, woman, boy, pine_tree, forest, skyscraper, mountain, castle, hamster, apple, maple_tree, seal, bicycle, pickup_truck, snail, mushroom, can, crab, house, clock, wolf, cattle, orchid, couch, tractor, rose, lion, bee, bridge, cup, possum, man, shark, baby, worm, sweet_pepper, orange, streetcar, butterfly, tiger, leopard, lobster, camel, turtle, trout, chimpanzee, crocodile
- Downloads last month
- 2
Model tree for ProbeX/Model-J__DINO__model_idx_0225
Base model
facebook/dino-vitb16