Model-J DINO
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Model-J: DINO Model (model_idx_0197)
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 | 3e-05 |
| LR Scheduler | cosine_with_restarts |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 197 |
| Random Crop | True |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9989 |
| Val Accuracy | 0.9243 |
| Test Accuracy | 0.9286 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
plate, rose, hamster, squirrel, can, lamp, tractor, spider, sea, wolf, shark, pear, shrew, cockroach, trout, orchid, bus, chair, house, pickup_truck, bee, skunk, cup, kangaroo, ray, castle, girl, lion, bear, cattle, tank, pine_tree, otter, telephone, plain, crocodile, rocket, couch, butterfly, clock, possum, man, train, beetle, apple, snail, mouse, boy, lawn_mower, dinosaur
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facebook/dino-vitb16