Model-J: DINO Model (model_idx_0745)
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 | constant |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 745 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9369 |
| Val Accuracy | 0.8411 |
| Test Accuracy | 0.8584 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
streetcar, lamp, snail, porcupine, bee, girl, trout, pine_tree, bowl, house, lobster, squirrel, shrew, cup, table, television, beaver, lion, pear, forest, cockroach, orchid, lawn_mower, wolf, cattle, mountain, boy, turtle, oak_tree, rocket, skyscraper, crocodile, baby, bear, pickup_truck, bottle, tiger, rose, poppy, rabbit, butterfly, elephant, seal, chair, palm_tree, tractor, plain, wardrobe, chimpanzee, bicycle
