Model-J DINO
Collection
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Model-J: DINO Model (model_idx_0257)
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 | 7e-05 |
| LR Scheduler | linear |
| Epochs | 5 |
| Max Train Steps | 1665 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 257 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9998 |
| Val Accuracy | 0.9280 |
| Test Accuracy | 0.9276 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
chimpanzee, orchid, bicycle, sweet_pepper, mountain, bottle, porcupine, girl, keyboard, otter, lobster, hamster, woman, cloud, bus, pear, apple, crab, cockroach, cup, rose, pine_tree, lamp, skyscraper, seal, dolphin, lawn_mower, shrew, tulip, wolf, can, kangaroo, mouse, camel, rabbit, crocodile, cattle, raccoon, house, butterfly, man, bee, road, bridge, clock, ray, mushroom, rocket, tank, bed
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Base model
facebook/dino-vitb16