Model-J MAE
Collection
1002 items • Updated
Model-J: MAE Model (model_idx_0128)
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 | MAE |
| Split | train |
| Base Model | facebook/vit-mae-base |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 9e-05 |
| LR Scheduler | cosine |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.05 |
| Seed | 128 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9703 |
| Val Accuracy | 0.8928 |
| Test Accuracy | 0.8904 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
shark, castle, turtle, rocket, sea, couch, forest, table, skunk, whale, pear, ray, streetcar, possum, pickup_truck, plate, wolf, porcupine, plain, flatfish, tulip, otter, keyboard, bee, maple_tree, tank, tiger, lamp, clock, chair, bed, woman, chimpanzee, raccoon, lawn_mower, cup, bottle, hamster, beaver, bear, beetle, bridge, camel, dinosaur, baby, lion, sweet_pepper, palm_tree, bowl, rose
- Downloads last month
- 1
Model tree for ProbeX/Model-J__MAE__model_idx_0128
Base model
facebook/vit-mae-base