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ProbeX/Model-JDINOmodel_idx_0471

sourceHugging Faceupdated 7mo agoView on Hugging Face

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Model Card

Model-J: DINO Model (modelidx0471)

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

<p align="center"> 🌐 <a href="https://horwitz.ai/probex" target="blank">Project</a> | 📃 <a href="https://arxiv.org/abs/2410.13569" target="blank">Paper</a> | 💻 <a href="https://github.com/eliahuhorwitz/ProbeX" target="blank">GitHub</a> | 🤗 <a href="https://huggingface.co/ProbeX" target="blank">Dataset</a> </p>

ProbeX

Model Details

Attribute	Value
Subset	DINO
Split	test
Base Model	`facebook/dino-vitb16`
Dataset	CIFAR100 (50 classes)

Training Hyperparameters

Parameter	Value
Learning Rate	0.0003
LR Scheduler	cosine
Epochs	8
Max Train Steps	2664
Batch Size	64
Weight Decay	0.005
Seed	471
Random Crop	True
Random Flip	True

Performance

Metric	Value
Train Accuracy	0.5753
Val Accuracy	0.4360
Test Accuracy	0.4408

Training Categories

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

bridge, beaver, wolf, kangaroo, leopard, dolphin, boy, rose, cattle, pickup_truck, spider, bear, tiger, castle, bottle, porcupine, otter, television, squirrel, lobster, mountain, shrew, chair, snail, bowl, rocket, lizard, forest, wardrobe, butterfly, pear, raccoon, man, beetle, keyboard, poppy, pine_tree, orchid, oak_tree, snake, shark, bed, turtle, whale, telephone, possum, cup, fox, rabbit, cloud