Model-J DINO
Collection
1002 items • Updated
Model-J: DINO Model (model_idx_0481)
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
🌐 Project | 📃 Paper | 💻 GitHub | 🤗 Dataset
Model 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 | constant |
| Epochs | 6 |
| Max Train Steps | 1998 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 481 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.3912 |
| Val Accuracy | 0.3533 |
| Test Accuracy | 0.3356 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
man, pear, lizard, sunflower, house, crab, tiger, otter, snail, spider, tractor, cup, wolf, whale, lobster, bicycle, pickup_truck, rose, chimpanzee, willow_tree, shark, mountain, skunk, kangaroo, motorcycle, plate, cockroach, ray, telephone, plain, poppy, seal, dolphin, apple, maple_tree, flatfish, rabbit, can, sweet_pepper, beaver, trout, lawn_mower, leopard, crocodile, orange, snake, worm, orchid, skyscraper, bee
- Downloads last month
- 1
Model tree for ProbeX/Model-J__DINO__model_idx_0481
Base model
facebook/dino-vitb16