List your company
ResearchFormerly WizWand

Video Object Segmentation on DAVIS 17 (test)

85.3J&F ScoreCutie-base
71.05274.75178.4582.149Nov 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Cutie-basewith STM=true, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS + MOSE2024.1185.381.489.3
Cutie-basewith STM=true, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS2024.1184.280.687.7
Cutie-smallwith STM=true, Backbone=ResNet-18, Training Data=YouTube VOS + DAVIS2024.1184.180.587.6
Cutie-smallwith STM=true, Backbone=ResNet-18, Training Data=YouTube VOS + DAVIS + MOSE2024.1183.880.287.5
DEVAwith STM=true, Backbone=ResNet-502024.1182.378.785.9
XMemwith STM=true, Backbone=ResNet-502024.118177.484.5
LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS, Training iterations=30k additional2024.118177.484.5
DeAOTwith STM=true, Backbone=ResNet-502024.1180.776.984.5
AOTwith STM=true, Backbone=ResNet-502024.1179.675.983.3
LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS + MOSE2024.1179.676.282.9
LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS2024.1178.274.881.7
RDEwith STM=false, Backbone=ResNet-502024.1177.473.681.2
STCNwith STM=true, Backbone=ResNet-502024.1176.172.779.6
CFBI+with STM=false, Backbone=ResNet-1012024.1175.671.679.6
CFBIwith STM=false, Backbone=ResNet-1012024.1174.871.178.5
Cutie-basewith STM=false, Backbone=ResNet-50, Memory frames=1, Training Data=YouTube VOS + DAVIS2024.1173.57077
Cutie-basewith STM=false, Backbone=ResNet-50, Memory frames=1, Training Data=YouTube VOS + DAVIS + MOSE2024.1173.269.476.9
Cutie-smallwith STM=false, Backbone=ResNet-18, Memory frames=1, Training Data=YouTube VOS + DAVIS + MOSE2024.1172.368.875.9
Cutie-smallwith STM=false, Backbone=ResNet-18, Memory frames=1, Training Data=YouTube VOS + DAVIS2024.1171.667.975.3