A Distinguishable Pseudo-Feature Synthesis Method for Generalized Zero-Shot Learning

Table 3

Quantitative comparisons for the ZSL tasks.

Method	AWA2	aPY	CUB	SUN
LATEM [9]	55.8	35.2	49.3	55.3
SJE [4]	61.9	32.9	53.9	53.7
TVN [5]	68.8	41.3	58.1	60.7
CPL [8]	72.7	45.3	56.4	62.2
SEZSL [23]	69.2	—	59.6	63.4
ZVG [12]	69.3	37.4	54.8	59.4
HSVA [22]	—	—	62.8	63.8
DUET [10]	72.6	41.9	72.4	—
Inf-FG [26]	68.3	—	58.0	61.1
LDMS [25]	72.9	43.7	58.4	59.4
TCN [14]	71.2	38.9	59.5	61.8
LIUF [16]	72.4	59.3	43.7	63.3
DPFS	73.9	61.4	68.0	66.8