File	Dataset	Configuration	Notes
`checkpoints/mnist/hdtree_mnist_best_epoch59_acc0.97570.pth`	MNIST	`configs/mnist.yaml`	Best MNIST checkpoint from the full run by checkpoint validation accuracy.
`checkpoints/limb/hdtree_limb_i10_epoch199_acc0.53921.pth`	Limb	`configs/limb.yaml` default	Limb sweep i10/default checkpoint.

Reported Metrics

MNIST full run summary:

ACC	DP	LP	NMI
0.97310	0.93262	0.97310	0.92999

Limb i10 run summary (batch_size=1000, K=10, exaggeration_lat=0.5, nu_lat=0.3):

ACC	DP	LP	NMI
0.52860	0.41029	0.58370	0.49042

The included logs/ files contain the original run outputs used to record these metrics.

Download

bash

pip install huggingface_hub
huggingface-cli download zangzelin/HDTree-ICML-checkpoints --local-dir .

Then use the public code repository's validation script, for example:

bash scripts/validate_checkpoint.sh checkpoints/limb/hdtree_limb_i10_epoch199_acc0.53921.pth

See SHA256SUMS.