Interactive Segmentation On Sbd

Metrics

NoC@85

NoC@90

Results

Performance results of various models on this benchmark

			Paper Title
DOS w/o GC	14.30	16.79	Deep Interactive Object Selection
DOS with GC	9.22	12.80	Deep Interactive Object Selection
Latent diversity	7.41	10.78	Interactive Image Segmentation With Latent Diversity
BRS	6.59	9.78	Interactive Image Segmentation via Backpropagating Refinement Scheme
RIS-Net	6.03	-	Regional Interactive Image Segmentation Networks
f-BRS-B (ResNet-101)	4.81	7.73	f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation
FocalClick	3.53	5.59	FocalClick: Towards Practical Interactive Image Segmentation
FocusCut	3.40	5.31	FocusCut: Diving Into a Focus View in Interactive Segmentation
RITM (HRNet18, SBD)	3.39	5.43	Reviving Iterative Training with Mask Guidance for Interactive Segmentation
IA-FP-Net(HRNet,SBD)	3.33	5.25	Cascaded Sparse Feature Propagation Network for Interactive Segmentation
ViT-B+MST+CL	3.03	-	MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation
UCP-Net	2.73	5.00	UCP-Net: Unstructured Contour Points for Instance Segmentation
SimpleClick	2.51	4.15	SimpleClick: Interactive Image Segmentation with Simple Vision Transformers
SimpleClick CFR-1 (ViT-H, SBD)	2.45	4.08	CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation

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Interactive Segmentation On Sbd

Metrics

NoC@85

NoC@90

Results

Performance results of various models on this benchmark

			Paper Title
DOS w/o GC	14.30	16.79	Deep Interactive Object Selection
DOS with GC	9.22	12.80	Deep Interactive Object Selection
Latent diversity	7.41	10.78	Interactive Image Segmentation With Latent Diversity
BRS	6.59	9.78	Interactive Image Segmentation via Backpropagating Refinement Scheme
RIS-Net	6.03	-	Regional Interactive Image Segmentation Networks
f-BRS-B (ResNet-101)	4.81	7.73	f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation
FocalClick	3.53	5.59	FocalClick: Towards Practical Interactive Image Segmentation
FocusCut	3.40	5.31	FocusCut: Diving Into a Focus View in Interactive Segmentation
RITM (HRNet18, SBD)	3.39	5.43	Reviving Iterative Training with Mask Guidance for Interactive Segmentation
IA-FP-Net(HRNet,SBD)	3.33	5.25	Cascaded Sparse Feature Propagation Network for Interactive Segmentation
ViT-B+MST+CL	3.03	-	MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation
UCP-Net	2.73	5.00	UCP-Net: Unstructured Contour Points for Instance Segmentation
SimpleClick	2.51	4.15	SimpleClick: Interactive Image Segmentation with Simple Vision Transformers
SimpleClick CFR-1 (ViT-H, SBD)	2.45	4.08	CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation

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Interactive Segmentation On Sbd | SOTA | HyperAI