Model-J DINO
Collection
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Model-J: DINO Model (model_idx_0756)
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 | linear |
| Epochs | 9 |
| Max Train Steps | 2997 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 756 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 1.0000 |
| Val Accuracy | 0.9365 |
| Test Accuracy | 0.9244 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
bowl, beetle, trout, cattle, willow_tree, rocket, can, cockroach, bus, sunflower, poppy, television, hamster, skyscraper, wolf, skunk, orchid, aquarium_fish, oak_tree, rabbit, bee, motorcycle, apple, snake, rose, seal, pine_tree, squirrel, whale, mountain, lawn_mower, otter, mushroom, porcupine, keyboard, raccoon, telephone, butterfly, cup, tank, woman, lamp, snail, chair, ray, bed, spider, leopard, clock, wardrobe
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Base model
facebook/dino-vitb16