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Benchmarks
Representation Learning on Rotated MNIST Double Digit
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0.008
MSE
L1
0.00776
0.00938
0.011
0.01262
Jun 1, 2026
MSE
SP Score (%)
MRL
TUN Accuracy (%)
MRL (180 deg)
T180 Accuracy (%)
PUR Score
PUR Score (%)
LOC
COV Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
SP Score (%)
MRL
TUN Accuracy (%)
MRL (180 deg)
T180 Accuracy (%)
PUR Score
PUR Score (%)
LOC
COV Score
L1
2026.06
0.008
28
0.42
-
0.38
29.3
0.37
8.8
1.08
0.74
VANILLA
2026.06
0.009
54.8
0.33
-
0.32
17
0.33
6.2
0.64
0.53
COH
2026.06
0.009
38.6
0.34
-
0.65
88.4
0.61
44.5
0.16
0.16
COH + L1
2026.06
0.014
17.8
0.85
-
0.7
98.7
0.9
91.9
0.15
0.15
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