ProbeX/Model-J__DINO__model_idx_0006

Model-J: DINO Model (model_idx_0006)

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	9e-05
LR Scheduler	cosine_with_restarts
Epochs	7
Max Train Steps	2331
Batch Size	64
Weight Decay	0.05
Seed	6
Random Crop	False
Random Flip	False

Performance

Metric	Value
Train Accuracy	0.9999
Val Accuracy	0.9189
Test Accuracy	0.9240

Training Categories

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

whale, snake, lion, fox, television, clock, willow_tree, porcupine, forest, beaver, streetcar, beetle, trout, rose, boy, cup, train, cattle, rabbit, plain, apple, sunflower, skunk, girl, elephant, chair, worm, otter, bicycle, tulip, sea, cockroach, orange, bottle, crocodile, chimpanzee, bowl, tank, ray, orchid, wardrobe, road, keyboard, dolphin, lizard, squirrel, castle, rocket, bee, poppy