ProbeX/Model-J__DINO__model_idx_0001

Model-J: DINO Model (model_idx_0001)

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	val
Base Model	facebook/dino-vitb16
Dataset	CIFAR100 (50 classes)

Training Hyperparameters

Parameter	Value
Learning Rate	0.0003
LR Scheduler	constant
Epochs	8
Max Train Steps	2664
Batch Size	64
Weight Decay	0.007
Seed	1
Random Crop	False
Random Flip	False

Performance

Metric	Value
Train Accuracy	0.5753
Val Accuracy	0.4256
Test Accuracy	0.4196

Training Categories

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

television, chair, couch, trout, tulip, aquarium_fish, porcupine, cloud, dolphin, kangaroo, apple, bottle, seal, camel, crab, possum, streetcar, bus, bear, maple_tree, tank, shark, turtle, table, lion, clock, dinosaur, pickup_truck, palm_tree, lobster, house, beetle, plain, ray, forest, bridge, skunk, oak_tree, tiger, cockroach, cattle, castle, lamp, mountain, sweet_pepper, willow_tree, baby, elephant, worm, shrew