Model-J: DINO Model (model_idx_0360)
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 | linear |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 360 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9999 |
| Val Accuracy | 0.9288 |
| Test Accuracy | 0.9342 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
sweet_pepper, wardrobe, bee, flatfish, worm, orange, cloud, rabbit, camel, man, road, shrew, girl, aquarium_fish, bridge, bear, palm_tree, raccoon, lion, dinosaur, squirrel, plate, oak_tree, tulip, plain, bus, sea, clock, beaver, keyboard, dolphin, caterpillar, cockroach, orchid, bed, whale, snail, tank, woman, motorcycle, house, couch, possum, fox, cup, apple, chimpanzee, crab, spider, snake
