Model-J: DINO Model (model_idx_0960)

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	0.0005
LR Scheduler	constant_with_warmup
Epochs	9
Max Train Steps	2997
Batch Size	64
Weight Decay	0.05
Seed	960
Random Crop	False
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.4573
Val Accuracy	0.3883
Test Accuracy	0.3904

Training Categories

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

tractor, orchid, television, willow_tree, house, bowl, woman, trout, shrew, leopard, telephone, keyboard, cattle, orange, mountain, ray, chair, shark, skunk, lawn_mower, forest, oak_tree, pickup_truck, baby, bus, chimpanzee, bottle, camel, boy, castle, rose, worm, sweet_pepper, pear, table, skyscraper, mushroom, porcupine, beaver, cockroach, lobster, flatfish, can, palm_tree, whale, clock, bee, mouse, snake, sunflower