Model-J: DINO Model (model_idx_0136)
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 | 0.0003 |
| LR Scheduler | cosine |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 136 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.6155 |
| Val Accuracy | 0.4283 |
| Test Accuracy | 0.4454 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
butterfly, bee, lizard, forest, flatfish, bottle, orchid, kangaroo, bridge, cattle, rocket, telephone, caterpillar, bowl, streetcar, maple_tree, woman, mushroom, orange, crocodile, seal, beaver, beetle, clock, lion, mountain, train, cloud, apple, squirrel, girl, tractor, oak_tree, boy, bus, palm_tree, table, sea, pine_tree, can, man, couch, poppy, lamp, willow_tree, house, possum, whale, leopard, castle
