Model-J: DINO Model (model_idx_0392)
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 | 7e-05 |
| LR Scheduler | linear |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 392 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9997 |
| Val Accuracy | 0.9339 |
| Test Accuracy | 0.9302 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
orchid, lamp, butterfly, table, skyscraper, bridge, trout, snail, can, keyboard, spider, baby, whale, aquarium_fish, tiger, otter, poppy, mushroom, cloud, snake, bus, raccoon, lizard, motorcycle, apple, dinosaur, oak_tree, shrew, plain, couch, leopard, lion, skunk, flatfish, tulip, pickup_truck, rose, seal, cattle, castle, sweet_pepper, sea, hamster, beetle, bicycle, chimpanzee, camel, porcupine, girl, clock
