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Video Object Segmentation on DAVIS 2017 (test)

82.9J (Jaccard Index)

XMem

Updated 4d ago

Evaluation Results

Method
XMem 2024.03	82.9	-	89.5	-	86.2
AOT 2024.03	82.3	-	87.5	-	84.9
STCN 2024.03	82.2	-	88.6	-	85.4
One Tracker 2024.03	79.4	-	85.6	-	82.5
STM 2024.03	79.2	-	84.3	-	81.8
CFBI 2024.03	79.1	-	84.6	-	81.9
SwinB-AOST 2022.03	78.8	-	86.6	-	82.7
TarVIS 2024.03	78.7	-	87	-	82
SwinB-AOST 2022.03	78.2	-	85.6	-	81.9
DINO 2022.07	77.7	-	79.6	-	78.7
UNINEXT 2024.03	77.7	-	85.8	-	81.8
SwinB-AOT-L 2021.06	77.3	81.2	85.1	-	-
SwinB-AOT-L 2021.06	77.3	81.2	85.1	12.1	-
R50-AOST-L 2022.03	76.7	-	83.9	-	80.3
R50-AOST 2022.03	76.2	-	83.6	-	79.9
R50-AOT-L 2021.06	75.9	79.6	83.3	-	-
R50-AOT-L 2021.06	75.9	79.6	83.3	18	-
RPCM 2022.03	75.8	-	82.6	-	79.2
AOST 2022.03	75.6	-	83.3	-	79.5
MiVOS 2022.05	74.9	-	82.2	-	78.6
RDE-VOS 2022.05	74.9	-	82.9	-	78.9
MiVOS 2022.05	74.9	-	82.2	-	78.6
RDE-VOS 2022.05	74.9	-	82.9	-	78.9
HMMN 2022.03	74.7	-	82.5	-	78.6
CFBI+ 2020.10	74.4	78	81.6	-	-
CFBI+* 2021.06	74.4	78	81.6	-	-
CFBI+ 2021.06	74.4	78	81.6	3.4	-
CFBI+ 2022.03	74.4	-	81.6	-	78
AOT-L 2021.06	74.3	78.3	82.3	-	-
AOT-L 2021.06	74.3	78.3	82.3	18.7	-
STCN 2022.05	74.3	-	81.3	-	77.8
STCN 2022.05	74.3	-	81.3	-	77.8
AOT-L 2022.03	74.3	-	82.3	-	78.3
KMNVOS 2020.10	74.1	77.2	80.3	-	-
KMN* 2021.06	74.1	77.2	80.3	-	-
KMN 2021.06	74.1	77.2	80.3	-	-
KMN 2022.05	74.1	-	80.3	-	77.2
KMN 2022.05	74.1	-	80.3	-	77.2
KMN 2022.03	74.1	-	80.3	-	77.2
GSFM 2022.03	74	-	80.9	-	77.5
CFBI 2020.03	73.8	77.5	81.1	-	-
RDE-VOS 2022.05	73.6	-	81.2	-	77.4
RDE-VOS 2022.05	73.6	-	81.2	-	77.4
CFBI 2020.10	73	76.6	80.1	-	-
CFBI* 2021.06	73	76.6	80.1	-	-
CFBI 2021.06	73	76.6	80.1	2.9	-
CFBI 2022.03	73	-	80.1	-	76.6
CRW 2022.07	72.9	-	74.1	-	73.4
STCN 2022.03	72.7	-	79.6	-	76.1
Ge et al. 2022.05	72	-	78.3	-	75.2
Ge et al. 2022.05	72	-	78.3	-	75.2
Ge et al. 2022.05	72	-	78.3	-	75.2
Ge et al. 2022.05	72	-	78.3	-	75.2
RMNet 2022.05	71.9	-	78.1	-	75
RMNet 2022.05	71.9	-	78.1	-	75
CFBI+ 2020.10	71.6	75.6	79.6	-	-
AOT-B 2021.06	71.6	75.5	79.3	-	-
AOT-B 2021.06	71.6	75.5	79.3	29.6	-
CFBI++ 2022.05	71.6	-	79.6	-	75.6
CFBI++ 2022.05	71.6	-	79.6	-	75.6
AOT-B 2022.03	71.6	-	79.3	-	75.5
CFBI 2020.10	71.4	75	78.7	-	-
CFBI 2021.06	71.4	75	78.7	-	-
CFBI 2021.06	71.4	75	78.7	5.3	-
CFBI 2022.03	71.4	-	78.7	-	75
CFBI 2020.03	71.1	74.8	78.5	-	-
CFBI 2022.05	71.1	-	78.5	-	74.8
CFBI 2022.05	71.1	-	78.5	-	74.8
MAST 2022.07	71	-	70.8	-	70.9
AOT-S 2021.06	70.3	73.9	77.5	-	-
AOT-S 2021.06	70.3	73.9	77.5	40	-
AOT-S 2022.03	70.3	-	77.5	-	73.9
STMVOS 2020.03	69.3	72.2	75.2	-	-
STMVOS 2020.10	69.3	72.2	75.2	-	-
STM* 2021.06	69.3	72.2	75.2	-	-
STM 2022.05	69.3	-	75.2	-	72.2
STM 2022.05	69.3	-	75.2	-	72.2
STM 2022.03	69.3	-	75.2	-	72.2
AOT-T 2021.06	68.3	72	75.7	-	-
AOT-T 2021.06	68.3	72	75.7	51.4	-
PREMVOS 2020.03	67.5	71.6	75.7	-	-
PREMVOS 2020.10	67.5	71.6	75.7	-	-
PREM 2021.06	67.5	71.6	75.7	-	-
OmniTracker 2024.03	66.8	-	75.2	-	71
UVC 2022.07	66.2	-	64.7	-	65.5
Siam R-CNN 2024.03	66.1	-	75	-	70.6
OCLR (test. adap.) 2022.07	65.2	-	63.6	-	64.4
Unicorn 2024.03	65.2	-	73.2	-	69.2
UniTrack 2024.03	58.4	-	-	-	-
FEELVOS 2020.03	55.2	57.8	60.5	-	-
FEELVOS 2020.10	55.2	57.8	60.5	-	-
FEEL 2021.06	55.2	57.8	60.5	-	-
OCLR (flow-only) 2022.07	54.5	-	55.7	-	55.1
SiamMask 2024.03	54.3	-	58.5	-	56.4
CorrFlow 2022.07	54.2	-	53.7	-	54
OnAVOS 2020.03	53.4	56.5	59.6	-	-
OnAVOS 2020.10	53.4	56.5	59.6	-	-
OnA 2021.06	53.4	56.5	59.6	-	-
RGMP 2020.03	51.3	52.9	54.4	-	-
RGMP 2020.10	51.3	52.9	54.4	-	-

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