Model-J DINO
Collection
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Model-J: DINO Model (model_idx_0029)
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 | 3e-05 |
| LR Scheduler | cosine_with_restarts |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.005 |
| Seed | 29 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9997 |
| Val Accuracy | 0.9267 |
| Test Accuracy | 0.9200 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
chimpanzee, table, orchid, butterfly, sunflower, porcupine, shrew, beaver, lamp, forest, television, keyboard, cockroach, camel, plain, house, bridge, sea, otter, shark, can, lobster, woman, motorcycle, mountain, skunk, squirrel, lizard, oak_tree, mushroom, pickup_truck, bee, clock, kangaroo, palm_tree, bear, dolphin, seal, raccoon, sweet_pepper, rabbit, girl, willow_tree, aquarium_fish, lion, whale, possum, rose, tractor, pine_tree
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facebook/dino-vitb16