Model-J: DINO Model (model_idx_0044)
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 | 5e-05 |
| LR Scheduler | linear |
| Epochs | 2 |
| Max Train Steps | 666 |
| Batch Size | 64 |
| Weight Decay | 0.005 |
| Seed | 44 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9898 |
| Val Accuracy | 0.9269 |
| Test Accuracy | 0.9270 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
lawn_mower, rabbit, dinosaur, kangaroo, cockroach, elephant, sunflower, mushroom, streetcar, lobster, tractor, orchid, butterfly, lizard, pear, bed, chimpanzee, rose, house, castle, spider, woman, train, plate, boy, bowl, keyboard, clock, bridge, aquarium_fish, ray, motorcycle, rocket, crocodile, snail, baby, orange, trout, sweet_pepper, whale, palm_tree, cloud, pine_tree, apple, hamster, forest, turtle, tulip, bicycle, leopard
