Model-J: DINO Model (model_idx_0367)
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 | 5e-05 |
| LR Scheduler | constant |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 367 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|
| Train Accuracy | 0.9854 |
| Val Accuracy | 0.8896 |
| Test Accuracy | 0.8820 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
squirrel, telephone, bee, lion, sweet_pepper, oak_tree, beaver, boy, butterfly, road, maple_tree, possum, seal, motorcycle, tiger, shrew, forest, palm_tree, couch, girl, man, skyscraper, sunflower, skunk, chimpanzee, clock, kangaroo, flatfish, crocodile, streetcar, plain, worm, bed, wolf, cockroach, turtle, dinosaur, caterpillar, poppy, chair, hamster, snake, aquarium_fish, tractor, sea, rocket, bicycle, porcupine, woman, mountain
