Model-J: DINO Model (model_idx_0872)
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 | val |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|
| Learning Rate | 0.0005 |
| LR Scheduler | cosine |
| Epochs | 9 |
| Max Train Steps | 2997 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 872 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.5067 |
| Val Accuracy | 0.4285 |
| Test Accuracy | 0.4256 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
cup, cattle, sunflower, ray, trout, chair, seal, aquarium_fish, couch, camel, maple_tree, beetle, wolf, butterfly, plain, tiger, lion, hamster, orange, fox, dinosaur, train, caterpillar, motorcycle, lawn_mower, pickup_truck, lobster, pear, spider, rabbit, clock, castle, skunk, keyboard, oak_tree, bottle, mushroom, possum, rose, pine_tree, turtle, telephone, beaver, dolphin, tank, table, whale, skyscraper, shark, porcupine
