ProbeX/Model-J__DINO__model_idx_0002

Model-J: DINO Model (model_idx_0002)

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	2
Max Train Steps	666
Batch Size	64
Weight Decay	0.007
Seed	2
Random Crop	True
Random Flip	False

Performance

Metric	Value
Train Accuracy	0.2574
Val Accuracy	0.2376
Test Accuracy	0.2394

Training Categories

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

whale, aquarium_fish, lawn_mower, lizard, clock, otter, squirrel, cattle, couch, bear, crab, pear, bed, chair, turtle, shark, tank, possum, shrew, motorcycle, mushroom, kangaroo, beaver, plain, man, lamp, streetcar, lion, table, train, crocodile, snake, keyboard, rabbit, worm, spider, fox, telephone, mouse, hamster, forest, chimpanzee, rocket, girl, road, ray, tiger, bee, flatfish, willow_tree