ProbeX/Model-J__DINO__model_idx_0003

Model-J: DINO Model (model_idx_0003)

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	linear
Epochs	3
Max Train Steps	999
Batch Size	64
Weight Decay	0.01
Seed	3
Random Crop	False
Random Flip	False

Performance

Metric	Value
Train Accuracy	0.9992
Val Accuracy	0.9064
Test Accuracy	0.9042

Training Categories

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

camel, can, bowl, motorcycle, man, crab, cup, elephant, streetcar, skyscraper, keyboard, bee, table, wolf, beaver, shark, road, mushroom, pear, sea, beetle, whale, television, flatfish, woman, tractor, telephone, sweet_pepper, skunk, plate, castle, poppy, bridge, pine_tree, plain, rose, ray, mouse, forest, girl, cattle, pickup_truck, porcupine, boy, raccoon, seal, bus, oak_tree, lobster, shrew