Model-J DINO
Collection
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Model-J: DINO Model (model_idx_0053)
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 | train |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 9e-05 |
| LR Scheduler | constant_with_warmup |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 53 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9203 |
| Val Accuracy | 0.8200 |
| Test Accuracy | 0.8110 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
keyboard, shark, pine_tree, rose, leopard, television, dinosaur, clock, palm_tree, porcupine, mountain, ray, bear, beaver, snake, poppy, lamp, streetcar, wardrobe, bus, rabbit, lawn_mower, lion, girl, woman, fox, can, possum, flatfish, apple, baby, sweet_pepper, boy, kangaroo, turtle, forest, bee, pear, dolphin, squirrel, telephone, snail, willow_tree, man, skyscraper, mouse, tiger, cockroach, seal, house
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facebook/dino-vitb16