Model-J: DINO Model (model_idx_0261)
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 | 3e-05 |
| LR Scheduler | constant |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 261 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9936 |
| Val Accuracy | 0.9053 |
| Test Accuracy | 0.9052 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
trout, rabbit, mouse, chimpanzee, lobster, shrew, aquarium_fish, skyscraper, porcupine, girl, caterpillar, crab, hamster, keyboard, mushroom, palm_tree, pear, fox, telephone, clock, house, raccoon, bear, cup, lion, tulip, forest, bottle, sunflower, television, castle, poppy, chair, bridge, skunk, sweet_pepper, can, plate, bus, elephant, otter, pine_tree, snail, baby, boy, lamp, bicycle, tractor, maple_tree, plain
