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Video Object Segmentation on YouTube-VOS 2019 (val)

89.3J-Score (Seen)

BATMAN

Updated 4d ago

Evaluation Results

Method
BATMAN 2023.03	89.3	84.5	79	87.2	85	-	-	-	-
XMem 2023.03	89.2	84.8	80.3	88.8	85.8	-	-	-	-
Cutie-base 2024.12	86.8	-	85.9	90.4	81.6	-	-	-	89.3
ReVOS 2024.12	86.8	-	85.3	89.8	82.1	-	-	-	89.9
DeAOT 2024.12	86.2	-	85.6	90.6	80	-	-	-	88.4
RMem + DeAOT 2024.12	85.9	-	84.6	89.4	80.8	-	-	-	88.9
Cutie-base 2024.11	85.5	-	90	80.6	88.3	-	-	-	86.1
DEVA 2023.09	85.4	86.2	89.9	80.5	89.1	-	-	-	-
Cutie-base 2024.11	85.4	-	90	81.3	89.3	-	-	-	86.5
XMem 2024.12	85.4	-	84.3	88.6	80.3	-	-	-	88.5
Cutie-small 2024.11	85.3	-	89.6	80.9	89	-	-	-	86.2
Cutie-small 2024.11	85.2	-	89.7	81.1	89.2	-	-	-	86.3
SAM2 2024.12	85.2	-	83.7	90.6	87.9	-	-	-	88.5
DEVA 2023.09	85	85.5	89.4	79.7	88	-	-	-	-
SwinB-AOST (nl=3)† 2022.03	85	-	89.8	80.3	88.8	-	86	5.1	-
DEVA 2024.11	85	-	89.4	79.7	88	-	-	-	85.5
MITS 2023.08	84.9	85.9	89.7	80.4	88.7	-	-	-	-
XMem 2022.03	84.8	-	89.2	80.3	88.8	-	85.5	22.6	-
R50-AOST (nl=3)† 2022.03	84.7	-	89.6	79.2	87.6	-	85.3	6.3	-
DeAOT 2023.08	84.6	85.9	89.4	80.8	88.9	-	-	-	-
DeAOT 2023.12	84.6	85.9	89.4	80.8	88.9	-	-	-	-
DeAOT 2022.03	84.6	-	89.4	80.8	88.9	-	85.9	22.4	-
BATMAN 2022.08	84.5	-	89.3	79	87.2	-	85	-	-
SwinB-AOST (nl=3) 2022.03	84.5	-	89.3	79	87.3	-	85	9.3	-
XMem 2023.03	84.3	85.5	88.6	80.3	88.6	-	-	-	-
XMem 2023.06	84.3	-	88.6	80.3	88.6	-	85.5	-	-
XMem 2023.08	84.3	85.5	88.6	80.3	88.6	-	-	-	-
XMem 2023.09	84.3	85.5	88.6	80.3	88.6	-	-	-	-
XMem 2023.12	84.3	85.5	88.6	80.3	88.6	-	-	-	-
XMem 2024.11	84.3	-	88.6	80.3	88.6	-	-	-	85.5
SwinB-AOST (nl=3)† 2022.03	84.2	-	88.9	79.8	88	-	85.2	9.3	-
DeAOT 2024.11	84.2	-	89.2	80.2	88.8	-	-	-	85.6
SwinB-AOT-L 2021.06	84	84.5	88.8	78.4	86.7	-	-	-	-
XMem* 2023.03	84	85.3	88.2	80.4	88.4	-	-	-	-
R50-AOST (nl=3)† 2022.03	84	-	88.7	79.5	87.9	-	85	14.9	-
AOT 2023.08	83.9	85.3	88.8	79.9	88.5	-	-	-	-
AOT-R50 2023.09	83.9	85.3	88.8	79.9	88.5	-	-	-	-
AOT 2024.11	83.9	-	88.8	79.9	88.5	-	-	-	85.3
R50-AOST (nl=3) 2022.03	83.8	-	88.7	79.3	87.7	-	84.9	14.9	-
XMem 2024.09	83.6	84.3	78.5	88	87.1	-	-	-	-
LiVOS 2024.11	83.6	-	87.6	73.3	80.6	-	-	-	81.3
R50-AOT-L 2021.06	83.5	84.1	88.1	78.4	86.3	-	-	-	-
R50-AOT 2022.07	83.5	-	88.1	78.4	86.3	-	84.1	14.9	-
AOT 2022.08	83.5	-	88.1	78.4	86.3	-	84.1	-	-
R50-AOT-L 2023.03	83.5	84.1	88.1	78.4	86.3	-	-	-	-
2-shot XMem w/ Ours 2023.03	83.5	84.5	88	79.1	87.3	-	-	-	-
AOT-L 2024.09	83.5	84.1	78.4	88.1	86.3	-	-	-	-
LiVOS 2024.11	83.5	-	87.6	75.8	83.3	-	-	-	82.6
AOST (nl=3) 2022.03	83.3	-	88	79	87.4	-	84.4	15.9	-
MobileVOS 2023.03	83.2	83.3	87.7	76.9	85.3	-	-	-	-
UniRef++-L 2023.12	83.1	83	87.7	77.3	84.1	-	-	-	-
RPCM 2021.12	83	-	87.3	79.4	87.2	-	84.2	-	-
PCVOS 2022.03	83	-	88	79.6	87.9	-	84.6	10.5	-
UniRef-L 2023.12	82.9	82.7	86.9	76.8	84.1	-	-	-	-
JIMD 2024.09	82.9	84.6	79.7	87.8	87.9	-	-	-	-
AOT-L 2021.06	82.8	83.7	87.5	78	86.7	-	-	-	-
AOT-L 2023.12	82.8	83.7	87.5	78	86.7	-	-	-	-
AOT-L 2022.03	82.8	-	87.5	78	86.7	-	83.7	16	-
Adaptive Object Calibration Network 2022.07	82.7	-	86.9	79.4	87.2	-	84.1	-	-
Adaptive Object Calibration Network 2022.07	82.7	-	87.1	80	87.8	-	84.4	-	-
STCN 2021.06	82.6	84.2	87	79.4	87.7	-	-	-	-
RPCM 2021.12	82.6	-	86.9	79.1	87.1	-	83.9	-	-
STCN 2022.05	82.6	84.2	87	79.4	87.7	-	-	-	-
STCN 2022.07	82.6	-	87	79.4	87.7	-	84.2	11	-
RAVOS 2022.07	82.6	-	87	79.4	87.7	-	84.2	20	-
PCVOS 2022.08	82.6	84.6	87.3	80	88.3	-	-	-	-
RPCMVOS 2022.08	82.6	-	86.9	79.1	87.1	-	83.9	-	-
STCN 2023.03	82.6	84.2	87	79.4	87.7	-	-	-	-
STCN 2023.06	82.6	-	87	79.4	87.7	-	84.2	-	-
RPCM 2022.03	82.6	-	86.9	79.1	87.1	-	83.9	7.7	-
STCN 2024.09	82.6	84.2	79.4	87	87.7	-	-	-	-
LiVOS 2024.11	82.6	-	86.8	71.7	78.4	-	-	-	79.9
AOT-B 2022.07	82.5	-	87	77.8	86	-	83.3	-	-
STCN+InstMove 2023.03	82.5	83.4	77.9	86.9	86	-	-	-	-
AOT-B 2021.06	82.4	83.3	87.1	77.8	86	-	-	-	-
AOT-B 2023.12	82.4	83.3	87.1	77.8	86	-	-	-	-
AOT-B 2022.03	82.4	-	87.1	77.8	86	-	83.3	20.5	-
Adaptive Object Calibration Network 2022.07	82.3	-	86.6	79	86.9	-	83.7	-	-
AOT-L 2022.07	82.2	-	86.9	78.3	86.9	-	83.6	-	-
AOT 2022.08	82.2	83.6	86.9	78.3	86.9	-	-	-	-
MobileVOS 2023.03	82.1	82.8	86.4	77	85.6	-	-	-	-
STCN + TrickVOS (PT) 2023.06	82.1	-	86.4	77.2	85.5	-	82.8	-	-
SWEM 2022.08	82	82.6	86.1	77.2	85.2	-	-	-	-
RDE-VOS 2022.05	81.9	83.3	86.3	78	86.9	-	-	-	-
RDE-VOS 2023.03	81.9	83.3	86.3	78	86.9	-	-	-	-
MITS 2023.08	81.9	81.8	86.2	75.2	83.7	-	-	-	-
UniRef++-R50 2023.12	81.9	81.9	86.2	76.5	83.2	-	-	-	-
CFBI 2020.03	81.8	82.4	86.1	76.9	84.8	-	-	-	-
CFBIMS 2021.08	81.8	82.4	86.1	76.9	84.8	-	-	-	-
CFBI 2021.12	81.8	-	86.1	76.9	84.8	-	82.4	-	-
CFBI 2022.07	81.8	-	86.1	76.9	84.8	-	82.4	-	-
HMMN 2021.09	81.7	82.5	86.1	77.3	85	-	-	-	-
CFBI+ 2021.06	81.7	82.6	86.2	77.1	85.2	-	-	-	-
HMMN 2021.12	81.7	-	86.1	77.3	85	-	82.5	-	-
CFBI+ 2022.07	81.7	-	87.1	76.2	85.2	-	82.6	-	-
CFBI+ 2022.07	81.7	-	86.2	77.1	85.2	-	82.6	4	-
HMMN 2022.07	81.7	-	77.3	86.1	85	-	82.5	-	-
HMMN 2022.08	81.7	82.5	86.1	77.3	85	-	-	-	-
HMMN 2022.08	81.7	82.5	86.1	77.3	85	-	-	-	-
CFBI+ 2022.08	81.7	-	86.2	77.1	85.2	-	82.6	-	-

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