Model-J: DINO Model (model_idx_0931)
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
ProbeXModel Details
| Attribute | Value |
|---|
| Subset | DINO |
| Split | train |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|
| Learning Rate | 0.0001 |
| LR Scheduler | cosine |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 931 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9951 |
| Val Accuracy | 0.9139 |
| Test Accuracy | 0.9246 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
cockroach, bear, table, sunflower, bee, crab, road, can, lobster, sea, whale, tulip, rabbit, beaver, bus, pickup_truck, bed, porcupine, tractor, lawn_mower, elephant, bicycle, mushroom, lamp, fox, girl, snake, crocodile, ray, hamster, chair, caterpillar, poppy, apple, boy, skyscraper, camel, wardrobe, palm_tree, plain, plate, otter, leopard, turtle, pear, tiger, lizard, man, couch, television
