ProbeX/Model-J__DINO__model_idx_0000

Model-J: DINO Model (model_idx_0000)

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	0.0001
LR Scheduler	constant
Epochs	2
Max Train Steps	666
Batch Size	64
Weight Decay	0.05
Seed	0
Random Crop	False
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.9243
Val Accuracy	0.8181
Test Accuracy	0.8134

Training Categories

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

beetle, tulip, skyscraper, house, bed, train, pickup_truck, sweet_pepper, tractor, rocket, sea, pine_tree, television, plate, castle, seal, couch, chimpanzee, turtle, forest, wolf, pear, dinosaur, worm, man, telephone, crab, oak_tree, kangaroo, bus, mountain, bicycle, lamp, beaver, porcupine, willow_tree, snail, otter, mouse, wardrobe, possum, orange, tiger, elephant, woman, poppy, aquarium_fish, crocodile, leopard, rabbit