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Generalized Zero-Shot Learning on FLO

96.1u (Unseen Acc)

TF-VAEGAN

Updated 4d ago

Evaluation Results

Method	Links
TF-VAEGAN 2020.03		96.1	97.6	96.8
TF-VAEGAN 2020.03		91.8	93.2	92.5
f-VAEGAN-D2 2019.03		91	97.4	94.1
f-VAEGAN 2020.03		91	97.4	94.1
f-VAEGAN-D2 2019.03		78.7	87.2	82.7
f-VAEGAN 2020.03		78.7	87.2	82.7
TF-VAEGAN 2020.03		69.5	92.5	79.4
CE-GZSL 2021.03		69	78.7	73.5
RFF-GZSL 2021.03		65.2	78.2	71.1
f-VAEGAN-D2 2019.03		63.3	92.4	75.1
f-VAEGAN 2020.03		63.3	92.4	75.1
TF-VAEGAN 2020.03		62.5	84.1	71.7
TF-VAEGAN 2021.03		62.5	84.1	71.7
Cycle-CLSWGAN 2019.03		61.6	69.2	65.2
Cycle-WGAN 2020.03		61.6	69.2	65.2
cycle-CLSWGAN 2021.03		59.2	72.5	65.1
Softmax 2017.12		59	73.8	65.6
CLSWGAN 2019.03		59	73.8	65.6
f-CLSWGAN 2020.03		59	73.8	65.6
f-CLSWGAN 2021.03		59	73.8	65.6
LisGAN 2020.03		57.7	83.8	68.3
LisGAN 2021.03		57.7	83.8	68.3
DEM 2022.03		57.2	67.7	62
f-VAEGAN-D2 2019.03		56.8	74.9	64.6
f-VAEGAN 2020.03		56.8	74.9	64.6
f-VAEGAN-D2 2021.03		56.8	74.9	64.6
f-VAEGAN-D2 2022.03		56.8	74.9	64.6
ALE 2017.12		54.3	60.3	57.1
TDCSS 2022.03		54.1	85.1	66.2
SJE 2017.12		52.1	56.2	54.1
RELATION NET 2022.03		50.8	88.5	64.5
LATEM 2017.12		47.2	37.7	41.9
DEVISE 2017.12		45	38.6	41.6
DSRL 2019.03		26.9	64.3	37.9
DSRL 2020.03		26.9	64.3	37.9
ESZSL 2017.12		25.3	69.2	37.1
GFZSL 2019.03		21.8	75	33.8
GFZSL 2020.03		21.8	75	33.8
SJE 2017.12		13.9	47.6	21.5
ALE-tran 2019.03		13.6	61.4	22.2
ALE-tran 2020.03		13.6	61.4	22.2
ALE 2017.12		13.3	61.6	21.9
ALE 2019.03		13.3	61.6	21.9
ESZSL 2017.12		11.4	56.8	19
DEVISE 2017.12		9.9	44.2	16.2
LATEM 2017.12		6.6	47.6	11.5