Model-J: DINO Model (model_idx_0762)
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 | 9e-05 |
| LR Scheduler | linear |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.05 |
| Seed | 762 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9997 |
| Val Accuracy | 0.9157 |
| Test Accuracy | 0.9126 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
baby, sunflower, caterpillar, skyscraper, elephant, lion, bowl, pine_tree, couch, dolphin, bed, telephone, pear, hamster, plate, trout, porcupine, camel, mountain, fox, turtle, rocket, butterfly, oak_tree, palm_tree, tiger, crocodile, keyboard, streetcar, flatfish, wardrobe, squirrel, cloud, table, sea, ray, bee, seal, shark, rabbit, bus, woman, shrew, man, snake, television, lamp, cup, beaver, forest
