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Referring Video Object Segmentation on A2D Sentences v1.0 (test)

81.2IoU Overall

LoSh-S

Updated 4d ago

Evaluation Results

Method	Links
LoSh-S 2023.06		81.2	-	-	-	-	-	59.9	73.1
SgMg 2023.06		79.9	-	-	-	-	-	58.5	72
LoSh-S 2023.06		79.3	-	-	-	-	-	57.6	71.6
ReferFormer 2023.06		78.6	-	-	-	-	-	55	70.3
SgMg 2023.06		78	-	-	-	-	-	56.1	70.4
LoSh-M 2023.06		72.9	-	-	-	-	-	47.8	64.9
LoSh-M w/ MSh 2023.06		72.9	-	-	-	-	-	47.8	64.8
LoSh-M w/ Bi-CA 2023.06		72.8	-	-	-	-	-	47.6	64.7
MANet 2022.07		72.6	73.4	68.2	57.9	38.9	13.2	47.1	63.2
LoSh-M w/o CA 2023.06		72.5	-	-	-	-	-	47.3	64.5
LoSh-M w/ Inv-CA 2023.06		72.5	-	-	-	-	-	47.2	64.3
LoSh-M w/o Llsi 2023.06		72.3	-	-	-	-	-	46.1	63.8
LoSh-M w/o Sh 2023.06		71.1	-	-	-	-	-	45.4	62.6
MTTR 2022.07		70.2	72.1	68.4	60.7	45.6	16.4	44.7	61.8
MTTR 2023.06		70.2	-	-	-	-	-	44.7	61.8
CSTM 2022.07		66.2	65.4	58.9	49.7	33.3	9.1	39.9	56.1
PolarRPE 2022.07		66.1	63.4	57.9	48.3	32.2	8.3	38.8	52.9
CMPC-V 2022.07		65.3	65.5	59.2	50.6	34.2	9.8	40.4	57.3
CMPC-V 2023.06		65.3	-	-	-	-	-	40.4	57.3
CCMA 2022.07		63.2	65.3	64.5	61.1	49.1	17.4	48	55.5
CMDy 2022.07		62.3	60.7	52.5	40.5	23.5	4.5	33.3	53.1
CMSA+CFSA 2022.07		61.8	48.7	43.1	35.8	23.1	5.2	-	43.2
ACGA 2022.07		60.1	55.7	45.9	31.9	16	2	27.4	49
VT-Capsule 2022.07		56.8	52.6	45	34.5	20.7	3.6	30.3	46
A2DS 2022.07		55.1	50	37.6	23.1	9.4	0.4	21.5	42.6
Gavrilyuk et al. 2023.06		53.6	-	-	-	-	-	19.8	42.1