List your company
ResearchFormerly WizWand

Interactive Image Segmentation on GrabCut

1.36NoC@90InterFormer
1.27041.87522.483.0848Apr 29, 2024May 18, 2024Jun 6, 2024Jun 25, 2024Jul 14, 2024Aug 2, 2024Aug 21, 2024
Updated 8mo ago

Evaluation results

MethodLinks
InterFormerTrain data=COCO+LVIS, Backbone=VIT-L, SPC/s=0.271, Fusion Strategy=Late Fusion2024.081.36——
SAM-REFTrain data=COCO+LVIS, Backbone=ViT-H*, SPC/s=0.511, Fusion Strategy=Late Fusion2024.081.36—2.2
SAM-REFTrain data=COCO+LVIS, Backbone=ViT-B*, SPC/s=0.278, Fusion Strategy=Late Fusion2024.081.4—2.44
iCMFormerBackbone=ViT-B2024.041.421.36—
FocSAMTrain data=COCO+LVIS, Backbone=VIT-H*, SPC/s=0.467, Fusion Strategy=Late Fusion2024.081.44—2.6
MFPBackbone=ViT-B2024.041.481.381.92
PseudoClickTrain data=COCO+LVIS, Backbone=HRNet32, Fusion Strategy=Early Fusion2024.081.5——
SimpleClickTrain data=COCO+LVIS, Backbone=VIT-H, SPC/s=8.24, Fusion Strategy=Early Fusion2024.081.5—1.66
InterFormerTrain data=COCO+LVIS, Backbone=VIT-B, SPC/s=0.153, Fusion Strategy=Late Fusion2024.081.5——
CDNetTrain data=COCO+LVIS, Backbone=ResNet, Fusion Strategy=Early Fusion2024.081.52——
SimpleClickBackbone=ViT-B2024.041.541.42.16
RITMTrain data=COCO+LVIS, Backbone=HRNet32, Fusion Strategy=Early Fusion2024.081.56—2.48
FocusCutBackbone=ResNet-1012024.041.641.46—
FocalClickTrain data=COCO+LVIS, Backbone=SegFB3-S2384, SPC/s=0.232, Fusion Strategy=Early Fusion2024.081.68—1.92
AdaptiveClickTrain data=COCO+LVIS, Backbone=VIT-H, Fusion Strategy=Early Fusion2024.081.69——
EdgeFlowTrain data=COCO+LVIS, Backbone=HRNet18, Fusion Strategy=Early Fusion2024.081.72——
SAM-REFTrain data=HQSeg-44K, Backbone=ViT-H*, SPC/s=0.511, Fusion Strategy=Late Fusion2024.081.76—2.22
GPCISBackbone=ResNet-502024.041.821.642.62
EMC-ClickBackbone=HRNet-182024.041.841.74—
HQ-SAMTrain data=HQSeg-44K, Backbone=ViT-H*, SPC/s=0.443, Fusion Strategy=Late Fusion2024.081.86—2.26
SAMTrain data=SA-1B, Backbone=ViT-H, SPC/s=0.413, Fusion Strategy=Late Fusion2024.081.88—2.28
FocalClickBackbone=SegF-BO2024.041.91.66—
RITMBackbone=HRNet-182024.042.041.763.66
PseudoClickBackbone=HRNet-182024.042.041.68—
CDNetBackbone=ResNet-342024.042.181.863.68
f-BRSBackbone=ResNet-1012024.042.722.3—
F-BRSTrain data=COCO+LVIS, Backbone=ResNet, Fusion Strategy=Early Fusion2024.082.72——
BRSBackbone=DenseNet2024.043.62.6—