ajthor
/

b2b-inverse-operator

Model card Files Files and versions

Metrics Training metrics Community

b2b-inverse-operator / runs /wave_scattering /variational_autoencoder /evaluation_summary.txt

ajthor's picture

Upload folder using huggingface_hub

57209dd verified 5 months ago

history blame contribute delete

2.07 kB

	variational_autoencoder Evaluation
	\| Seed \| Inverse Rel L2 \| Inverse MSE \| Alpha Rel L2 \| Alpha MSE \| Re-sim Coeff Rel L2 \| Re-sim Coeff MSE \| Re-sim Output Rel L2 \| Re-sim Output MSE \|
	\|--------\|------------------\|---------------\|----------------\|-------------\|-----------------------\|--------------------\|------------------------\|---------------------\|
	\| 1 \| 0.281701 \| 0.0835953 \| 0.452331 \| 0.00492181 \| 0.501563 \| 0.0230519 \| 0.253311 \| 0.0637385 \|
	\| 2 \| 0.282349 \| 0.0839804 \| 0.452788 \| 0.00529988 \| 0.542095 \| 0.0236708 \| 0.299508 \| 0.0891073 \|
	\| 3 \| 0.290407 \| 0.0888423 \| 0.468967 \| 0.00502789 \| 0.552117 \| 0.023778 \| 0.257883 \| 0.0660603 \|
	\| 4 \| 0.292514 \| 0.0901359 \| 0.475307 \| 0.00557504 \| 0.576707 \| 0.0306972 \| 0.267917 \| 0.071301 \|
	\| 5 \| 0.2791 \| 0.0820583 \| 0.459743 \| 0.00533038 \| 0.584489 \| 0.0286116 \| 0.264641 \| 0.0695683 \|

	Aggregate Statistics
	\| Metric \| Mean ± Std (Rel L2) \| Median \| Min \| Max \|
	\|----------------------\|-----------------------\|----------\|----------\|----------\|
	\| Alpha MSE \| 5.23 ± 0.23 e^-3 \| 0.0053 \| 0.004922 \| 0.005575 \|
	\| Alpha Rel L2 \| 4.62 ± 0.09 e^-1 \| 0.4597 \| 0.4523 \| 0.4753 \|
	\| Inverse MSE \| 8.57 ± 0.32 e^-2 \| 0.08398 \| 0.08206 \| 0.09014 \|
	\| Inverse Rel L2 \| 2.85 ± 0.05 e^-1 \| 0.2823 \| 0.2791 \| 0.2925 \|
	\| Re-sim Coeff MSE \| 2.60 ± 0.31 e^-2 \| 0.02378 \| 0.02305 \| 0.0307 \|
	\| Re-sim Coeff Rel L2 \| 5.51 ± 0.29 e^-1 \| 0.5521 \| 0.5016 \| 0.5845 \|
	\| Re-sim Output MSE \| 7.20 ± 0.90 e^-2 \| 0.06957 \| 0.06374 \| 0.08911 \|
	\| Re-sim Output Rel L2 \| 2.69 ± 0.16 e^-1 \| 0.2646 \| 0.2533 \| 0.2995 \|