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Benchmarks
Representation Learning on Two Circles
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0.0001
MSE
COH
0.000099
0.000099
0.0001
0.0001
Jun 1, 2026
MSE
Sparsity
MRL
Tuned Percentage
MRL (180)
Tuned Percentage (180)
Purity
Purity Percentage
Locality
Coverage
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
Sparsity
MRL
Tuned Percentage
MRL (180)
Tuned Percentage (180)
Purity
Purity Percentage
Locality
Coverage
COH
coherence threshold (ε...
2026.06
0.0001
73.9
0.74
100
0.36
0
0.85
90.2
0.14
0.14
L1
2026.06
0.0001
28.8
0.5
52
0.22
0
0.31
1.2
4.62
4.58
Vanilla
2026.06
0.0001
83.3
0.44
43
0.14
0
0.17
0
0.53
0.44
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