Language Similarity Grounding on SST-2 benchmark leaderboard · SOTA2 Research

Language Similarity Grounding on SST-2

0.43Accuracy CorrelationAD-CKA

Evaluation Results

Method	Links
AD-CKA2026.05		0.43	0.4	0.62	0.99
UnifDiff2026.05		0.35	0.38	0.6	0.37
2nd-Cos2026.05		0.3	0.49	0.37	0.64
AD-DistCorr2026.05		0.25	0.38	0.62	1
AD-RBF-CKA2026.05		0.24	0.28	0.58	0.96
RSMDiff2026.05		0.2	0.24	0.91	0.37
Jaccard2026.05		0.17	0.54	0.35	0.64
RankSim2026.05		0.14	0.56	0.34	0.64
ConcDiff2026.05		0.12	-0.02	0.96	0.27
ProcDist2026.05		0.1	0.49	0.86	0.52
RTD2026.05		0.05	0.33	0.27	0.39
AlignCos2026.05		0.02	0.49	0.99	0.54
CKA2026.05		-0.06	0.48	0.59	0.38
IMD2026.05		-0.06	0.02	0.47	0.34
Multi-Scale CKA2026.05		-0.06	0.39	0.61	1
SVCCA2026.05		-0.08	0.47	0.64	0.36
PermProc2026.05		-0.09	0.04	0.45	0.55
DistCorr2026.05		-0.1	0.51	0.59	0.39
Multi-Scale DistCorr2026.05		-0.12	0.41	0.6	1
MagDiff2026.05		-0.13	0.11	0.38	0.35
AngShape2026.05		-0.14	0.4	0.49	0.43
OrthProc2026.05		-0.14	0.4	0.49	0.43
RBF-CKA2026.05		-0.16	0.11	0.53	1
Multi-Scale RBF-CKA2026.05		-0.17	0.13	0.53	0.99
RSA2026.05		-0.23	0.44	0.48	0.47
PWCCA2026.05		-0.33	-0.32	0.27	0.32
HardCorr2026.05		-0.33	-0.01	0.44	0.36
SoftCorr2026.05		-0.33	-0.01	0.48	0.34
GULP2026.05		-0.36	-0.3	0.28	0.3
LinReg2026.05		-0.38	0.02	0.4	0.46
EOS2026.05		-0.38	-0.21	0.36	0.33