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Prediction-grounded correlation with accuracy difference on ImageNet 100

0.38Spearman CorrelationMulti-Scale CKA
-0.2024-0.05120.10.2512May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Multi-Scale CKAArchitecture=RNet182026.050.38
CKAArchitecture=RNet182026.050.36
AD-DistCorrArchitecture=VGG112026.050.32
DistCorrArchitecture=RNet182026.050.31
Multi-Scale DistCorrArchitecture=RNet182026.050.31
SVCCAArchitecture=RNet182026.050.29
SoftCorrArchitecture=RNet182026.050.27
AD-CKAArchitecture=VGG112026.050.27
RSAArchitecture=VGG112026.050.24
AngShapeArchitecture=RNet182026.050.21
HardCorrArchitecture=RNet182026.050.21
OrthProcArchitecture=RNet182026.050.21
LinRegArchitecture=RNet182026.050.19
AD-DistCorrArchitecture=VGG192026.050.19
Multi-Scale CKAArchitecture=RNet1012026.050.18
IMDArchitecture=RNet182026.050.17
UnifDiffArchitecture=VGG112026.050.17
AD-CKAArchitecture=RNet182026.050.17
AD-DistCorrArchitecture=RNet182026.050.17
CKAArchitecture=RNet1012026.050.16
AngShapeArchitecture=RNet1012026.050.15
OrthProcArchitecture=RNet1012026.050.15
PermProcArchitecture=VGG112026.050.14
ProcDistArchitecture=RNet1012026.050.14
ProcDistArchitecture=VGG112026.050.13
RankSimArchitecture=RNet1012026.050.13
IMDArchitecture=RNet1012026.050.12
GULPArchitecture=RNet1012026.050.12
PWCCAArchitecture=VGG192026.050.11
EOSArchitecture=RNet1012026.050.11
RSMDiffArchitecture=RNet1012026.050.11
GULPArchitecture=VGG192026.050.1
AD-CKAArchitecture=VGG192026.050.1
LinRegArchitecture=RNet1012026.050.09
LinRegArchitecture=VGG192026.050.09
RTDArchitecture=RNet182026.050.09
RSAArchitecture=RNet1012026.050.09
RSMDiffArchitecture=RNet182026.050.09
PermProcArchitecture=RNet1012026.050.08
ProcDistArchitecture=RNet182026.050.08
ProcDistArchitecture=VGG192026.050.08
IMDArchitecture=VGG112026.050.08
DistCorrArchitecture=RNet1012026.050.08
EOSArchitecture=VGG192026.050.08
PermProcArchitecture=RNet182026.050.07
JaccardArchitecture=VGG192026.050.07
RankSimArchitecture=RNet182026.050.07
RSAArchitecture=RNet182026.050.06
AD-CKAArchitecture=RNet1012026.050.06
Multi-Scale DistCorrArchitecture=RNet1012026.050.06
AD-DistCorrArchitecture=RNet1012026.050.06
2nd-CosArchitecture=RNet1012026.050.05
RTDArchitecture=VGG192026.050.05
EOSArchitecture=RNet182026.050.05
SoftCorrArchitecture=RNet1012026.050.04
AngShapeArchitecture=VGG192026.050.03
OrthProcArchitecture=VGG192026.050.03
RankSimArchitecture=VGG192026.050.03
CKAArchitecture=VGG112026.050.03
DistCorrArchitecture=VGG112026.050.03
GULPArchitecture=RNet182026.050.02
Multi-Scale DistCorrArchitecture=VGG112026.050.02
Multi-Scale CKAArchitecture=VGG112026.050.01
SVCCAArchitecture=RNet1012026.050
AlignCosArchitecture=RNet1012026.05-0.01
HardCorrArchitecture=RNet1012026.05-0.01
HardCorrArchitecture=VGG112026.05-0.01
RankSimArchitecture=VGG112026.05-0.01
PWCCAArchitecture=RNet182026.05-0.02
AngShapeArchitecture=VGG112026.05-0.02
OrthProcArchitecture=VGG112026.05-0.02
PermProcArchitecture=VGG192026.05-0.02
HardCorrArchitecture=VGG192026.05-0.03
SoftCorrArchitecture=VGG112026.05-0.03
SVCCAArchitecture=VGG112026.05-0.04
LinRegArchitecture=VGG112026.05-0.04
JaccardArchitecture=RNet1012026.05-0.04
ConcDiffArchitecture=RNet1012026.05-0.04
UnifDiffArchitecture=VGG192026.05-0.04
RSMDiffArchitecture=VGG112026.05-0.04
MagDiffArchitecture=RNet1012026.05-0.06
MagDiffArchitecture=VGG112026.05-0.07
AlignCosArchitecture=RNet182026.05-0.08
2nd-CosArchitecture=RNet182026.05-0.08
RSMDiffArchitecture=VGG192026.05-0.08
PWCCAArchitecture=RNet1012026.05-0.09
SoftCorrArchitecture=VGG192026.05-0.1
JaccardArchitecture=RNet182026.05-0.11
ConcDiffArchitecture=RNet182026.05-0.11
ConcDiffArchitecture=VGG112026.05-0.11
AlignCosArchitecture=VGG192026.05-0.12
MagDiffArchitecture=VGG192026.05-0.12
AlignCosArchitecture=VGG112026.05-0.13
ConcDiffArchitecture=VGG192026.05-0.13
MagDiffArchitecture=RNet182026.05-0.16
IMDArchitecture=VGG192026.05-0.17
GULPArchitecture=VGG112026.05-0.17
PWCCAArchitecture=VGG112026.05-0.18
2nd-CosArchitecture=VGG192026.05-0.18
UnifDiffArchitecture=RNet182026.05-0.18