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Benchmarks
Low-dimensional embedding on Synthetic Manifold Setup a n=600, p=100 1.0
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0.98
Trustworthiness
GRAB-MDM (Proposed)
0.772
0.826
0.88
0.934
Feb 11, 2026
Trustworthiness
Updated 4d ago
Evaluation Results
Method
Method
Links
Trustworthiness
GRAB-MDM (Proposed)
Noise level (v1^2, v2^...
2026.02
0.98
mDM
Noise level (v1^2, v2^...
2026.02
0.94
GRAB-MDM (Proposed)
Noise level (v1^2, v2^...
2026.02
0.94
ADM
Noise level (v1^2, v2^...
2026.02
0.93
DM
Noise level (v1^2, v2^...
2026.02
0.93
LLE
Noise level (v1^2, v2^...
2026.02
0.93
NCCA
Noise level (v1^2, v2^...
2026.02
0.92
ISOMAP
Noise level (v1^2, v2^...
2026.02
0.92
mSNE
Noise level (v1^2, v2^...
2026.02
0.91
mISOMAP
Noise level (v1^2, v2^...
2026.02
0.91
KCCA
Noise level (v1^2, v2^...
2026.02
0.91
ADM
Noise level (v1^2, v2^...
2026.02
0.91
mUMAP
Noise level (v1^2, v2^...
2026.02
0.9
UMAP
Noise level (v1^2, v2^...
2026.02
0.9
mLLE
Noise level (v1^2, v2^...
2026.02
0.89
tSNE
Noise level (v1^2, v2^...
2026.02
0.89
GRAB-MDM (Proposed)
Noise level (v1^2, v2^...
2026.02
0.88
GRAB-MDM (Proposed)
Noise level (v1^2, v2^...
2026.02
0.8
GRAB-MDM (Proposed)
Noise level (v1^2, v2^...
2026.02
0.78
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