ProbeX/Model-J__DINO__model_idx_0007

Model-J: DINO Model (model_idx_0007)

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	3e-05
LR Scheduler	cosine_with_restarts
Epochs	5
Max Train Steps	1665
Batch Size	64
Weight Decay	0.007
Seed	7
Random Crop	False
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.9998
Val Accuracy	0.9483
Test Accuracy	0.9428

Training Categories

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

rose, camel, sunflower, cattle, tiger, bed, poppy, crocodile, bee, keyboard, orchid, shark, lizard, sweet_pepper, streetcar, butterfly, trout, chair, clock, girl, plate, aquarium_fish, willow_tree, tank, skunk, television, seal, bowl, pickup_truck, bottle, snail, crab, ray, skyscraper, forest, orange, plain, snake, elephant, wolf, dolphin, squirrel, maple_tree, wardrobe, cup, raccoon, pine_tree, lawn_mower, house, man