Model-J: DINO Model (model_idx_0188)
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 | test |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|
| Learning Rate | 0.0005 |
| LR Scheduler | linear |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 188 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.3134 |
| Val Accuracy | 0.2915 |
| Test Accuracy | 0.2832 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
mushroom, spider, palm_tree, lamp, beaver, rose, hamster, snake, clock, fox, tractor, bottle, camel, flatfish, telephone, porcupine, girl, keyboard, poppy, kangaroo, mountain, lobster, ray, whale, dinosaur, sweet_pepper, television, wardrobe, can, lion, butterfly, wolf, bowl, seal, shark, orange, caterpillar, bicycle, shrew, woman, man, aquarium_fish, dolphin, skyscraper, mouse, beetle, leopard, tiger, cockroach, trout
