Model-J: DINO Model (model_idx_0823)
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 | 0.0005 |
| LR Scheduler | linear |
| Epochs | 6 |
| Max Train Steps | 1998 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 823 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.4738 |
| Val Accuracy | 0.3853 |
| Test Accuracy | 0.3798 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
beaver, maple_tree, table, pine_tree, bottle, train, rocket, rose, fox, tank, elephant, house, orchid, lobster, cup, porcupine, man, poppy, cockroach, streetcar, castle, television, spider, palm_tree, mushroom, camel, pickup_truck, motorcycle, beetle, couch, leopard, hamster, telephone, whale, tractor, pear, dolphin, bee, girl, baby, can, turtle, oak_tree, butterfly, willow_tree, skyscraper, shrew, mouse, chimpanzee, aquarium_fish
