Model-J: DINO Model (model_idx_0507)

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

Training Hyperparameters

Parameter	Value
Learning Rate	0.0005
LR Scheduler	linear
Epochs	7
Max Train Steps	2331
Batch Size	64
Weight Decay	0.03
Seed	507
Random Crop	True
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.4454
Val Accuracy	0.3851
Test Accuracy	0.3760

Training Categories

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

dinosaur, rocket, plate, fox, girl, flatfish, pine_tree, bear, shrew, maple_tree, mouse, snail, wolf, bed, lion, squirrel, beaver, bus, pear, motorcycle, lizard, pickup_truck, telephone, cup, leopard, shark, table, lamp, palm_tree, couch, beetle, woman, spider, poppy, television, orange, trout, turtle, skunk, forest, whale, aquarium_fish, cockroach, bridge, rabbit, hamster, tulip, skyscraper, chair, clock