Model-J: DINO Model (model_idx_0423)
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 | 5e-05 |
| LR Scheduler | cosine |
| Epochs | 6 |
| Max Train Steps | 1998 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 423 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9999 |
| Val Accuracy | 0.9307 |
| Test Accuracy | 0.9266 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
bottle, crocodile, girl, mountain, bee, bowl, snail, baby, castle, tractor, mushroom, rabbit, couch, palm_tree, fox, pine_tree, trout, train, wardrobe, lobster, apple, oak_tree, lizard, sweet_pepper, squirrel, streetcar, possum, dolphin, porcupine, bus, forest, flatfish, leopard, aquarium_fish, orchid, mouse, caterpillar, clock, rocket, otter, tulip, elephant, television, telephone, plain, crab, house, rose, cockroach, spider
