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Video Segmentation

Partitioning video frames into semantically meaningful regions with temporal consistency across frames.

Leaderboard

27 models total

Benchmarks

VSPW
SUN-SEG-Hard (Unseen)
Yolo-SAM 2
SUN-SEG-Easy (Unseen)
LGRNet
SA-V val
SA-V test
Cityscapes
Cityscapes val
TMANet-50
LVOS v2
SUN-SEG-Hard
youtube
FEELVOS
PKU1
SUN-SEG-Easy
LGRNet
CamVid
NYUv2
AVSBench
Low-light Cityscapes
Low-light VSPW
S4
MS3
PKU2
Multispectral Video Semantic Segmentation
MVNet(DeepLabV3)
Ref-YouTube-VOS
LaRS
WTC-HowTo
ReVOS
PUMaVOS
Ref-DAVIS-2017
LVOS val
OVIS
SA-V
nuScenes
SAV-Test
soccernet-v2
CALF (Cioppa et al.)
NightCity
MOSE val
YouTubeVIS 2019
YouTube-VOS_18
YouTube-VIS 2021
DAVIS 2017 val
DDD17
WTC-VOST
DSEC
ESD
LV-VIS
MeVIS
Waymo-4DSeg
VIL-100
VSCOS
OpenLane-V
YouTube Instructions
YouTube-VIS 2019
YouTube-VIS 2022
ViSha
Youtube-VIS (trained with no video masks)
MaskFreeVIS
VOST
YouTubeVIS 2021
CVSD
Annotated video sequences
AVSBench Semantic
AVSBench-OV
AVSS
BDD100K
Breakfast
CAMUS
ChangeSim
SMITE-50
Desktop Assembly
EchoNet-Dynamic
EPIC-Diff
HyperNeRF
LVOS v1
Neu3D
50 Salads
Ref-DAVIS17