Table 5.

SSL Performance with foundational pretraining for SEED²¹and SEED-IV²².

#Samples	SGMC	SS-EMERGE.FT	SS-EMERGE.TS	SS-EMERGE
	T	FT(Proposed)	TS(Proposed)	FTS(Proposed)
SEED Dataset21
10%	73.29%	73.82%	73.51%	74.11%
50%	83.71%	84.02%	83.84%	84.42%
100%	83.04%	85.56%	85.12%	88.87%
SEED-IV Dataset22
10%	58.33%	56.81%	55.53%	57.92%
50%	66.44%	62.32%	61.02%	63.54%
100%	77.64%	76.31%	75.08%	82.75%