ProbeX/Model-J__DINO__model_idx_0005

Model-J: DINO Model (model_idx_0005)

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	val
Base Model	facebook/dino-vitb16
Dataset	CIFAR100 (50 classes)

Training Hyperparameters

Parameter	Value
Learning Rate	3e-05
LR Scheduler	constant_with_warmup
Epochs	4
Max Train Steps	1332
Batch Size	64
Weight Decay	0.03
Seed	5
Random Crop	True
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.9859
Val Accuracy	0.9117
Test Accuracy	0.9002

Training Categories

The model was fine-tuned on the following 50 CIFAR100 classes:

lawn_mower, fox, ray, pickup_truck, lamp, man, leopard, motorcycle, bus, house, bottle, dinosaur, snake, poppy, streetcar, plain, rocket, willow_tree, pine_tree, lizard, forest, porcupine, whale, otter, shrew, skyscraper, clock, apple, couch, crocodile, tank, sunflower, caterpillar, mountain, flatfish, telephone, shark, rabbit, hamster, pear, lobster, rose, possum, lion, worm, castle, bee, snail, skunk, wolf