Model-J DINO
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Model-J: DINO Model (model_idx_0555)
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 | 9e-05 |
| LR Scheduler | cosine |
| Epochs | 9 |
| Max Train Steps | 2997 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 555 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 1.0000 |
| Val Accuracy | 0.9013 |
| Test Accuracy | 0.9172 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
baby, dinosaur, woman, sea, pear, cloud, bowl, bicycle, cockroach, tractor, spider, bottle, flatfish, mushroom, poppy, mouse, cup, bear, road, butterfly, rabbit, lobster, cattle, porcupine, snail, keyboard, apple, dolphin, wardrobe, pickup_truck, house, oak_tree, rocket, pine_tree, tulip, orange, man, elephant, trout, girl, crocodile, couch, television, bridge, lizard, aquarium_fish, squirrel, camel, ray, motorcycle
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facebook/dino-vitb16