Model-J: DINO Model (model_idx_0031)

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	0.0001
LR Scheduler	linear
Epochs	3
Max Train Steps	999
Batch Size	64
Weight Decay	0.05
Seed	31
Random Crop	True
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.9965
Val Accuracy	0.9168
Test Accuracy	0.9210

Training Categories

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

house, cockroach, possum, boy, rose, skunk, cloud, mouse, dolphin, chair, plain, bear, shark, crab, camel, butterfly, spider, bowl, bridge, cup, bed, crocodile, squirrel, streetcar, castle, oak_tree, baby, orange, seal, trout, mountain, elephant, bee, rabbit, road, wolf, tiger, chimpanzee, woman, aquarium_fish, bicycle, pine_tree, turtle, porcupine, pear, beaver, ray, clock, lawn_mower, lion