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VOS

Segmenting and tracking specific objects throughout a video sequence, separating foreground objects from the background across frames.

Leaderboard

51 models total

Benchmarks

MeViS
Ref-YouTube-VOS
Ref-DAVIS17
ReVOS
DAVIS 2016
3DC-Seg
DAVIS 2017
SA-V
DAVIS-2017
LVOS
MOSE
AVS-Object
LVOS v2
Pascal VOC
DAVIS 2017 test
DAVIS 2017 val
ReasonVOS
AVS-Semantic
EgoExo4D
ADE20K
AVSS
DAVIS 2016 val
FBMS-59
VPO
A2D-Sentences
DAVIS2016
GROUNDMORE
HANDAL-X
JHMDB-Sentences
JiTBench
LVOS test
SegTrackv2
COCO-THINGS
DAVIS-17
Ego-Exo4D
LTV
LVOS val
MOSE val
Ref-DAVIS
Ref-DAVIS-17
Ref-YT-VOS
Ref-YTVOS
RVTBench
VOST
AVSBench
BURST
CAD
CholecSeg8k-IM
COCO-STUFF
Cut-VOS
DAVIS
DAVIS 16 VAL
DAVIS 17 TEST
DAVIS 17 VAL
DAVIS-17 test
DAVIS-17 val
DAVIS-17-Unsupervised
DAVIS2017-motion
DyCheck-VOS
EndoVis-IM17
EndoVis-IM18
GraSP-IM
InterRVOS-127K
LVOS v1
M3
MoCA-Mask
MOSE-val
MOVE
MOVi-B
MOVi-D
MOVi-E
PanoVOS Test
PanoVOS Validation
PixelQA
Ref-AVSBench
Ref-SAV
Ref-VPS
Ref-YTB
SAIL-VOS
VideoReasonSeg
VOST test
VOST val
VSPW
YouMVOS
YouTube-VIS-19
YouTubeVOS2018-motion
ACDC-Video
BDD100K
DAVIS 2016
DAVIS-All
DAVIS'17
DAVIS17-Moving
DAVIS2016-M
DAVIS2016-Moving
DAVIS2017
DAVIS2017 test
DOST
EVIMO
FBMS
GCG
Gestalt rotating objects dataset
HyperNeRF
Kubric-Similar
LLE-DAVIS
LLE-VOS
Long-RVOS
LVOS test set
LVOS-v1
LVOS-v2
LVOSV2 val
M³-VOS
MVSeg-adv
OmniAVS
R-DAVIS17
R^2-AVSBench
Ref-AVS
RefCOCO
RefCOCO+
RefCOCOg
Refer-YouTubeVOS
RoboEngine
SegTrack-v2
VidSTG
VRS
Youtube-Similar
YouTube-VOS
YouTube-VOS-C
YouTubeVOS 2019
YouTubeVOS 2019 val
YTVOS