Interactive Segmentation on DAVIS

Metric: NoC@90 (higher is better)

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#	Model↕	NoC@90▼	Extra Data	Paper	Date↕	Code
1	DOS w/o GC	17.11	No	Deep Interactive Object Selection	2016-03-13	Code
2	DOS with GC	12.58	No	Deep Interactive Object Selection	2016-03-13	Code
3	Latent diversity	9.57	No	-	-	Code
4	BRS	8.24	No	-	-	-
5	f-BRS-B (ResNet-101)	7.41	No	f-BRS: Rethinking Backpropagating Refinement for...	2020-01-28	Code
6	EdgeFlow	5.77	No	EdgeFlow: Achieving Practical Interactive Segmen...	2021-09-20	Code
7	RITM (HRNet18, SBD)	5.74	No	Reviving Iterative Training with Mask Guidance f...	2021-02-12	Code
8	RITM (HRNet-32, C+L)	5.34	No	Reviving Iterative Training with Mask Guidance f...	2021-02-12	Code
9	SimpleClick (ViT-H, SBD)	5.34	No	SimpleClick: Interactive Image Segmentation with...	2022-10-20	Code
10	IA-FP-Net	5.22	No	Cascaded Sparse Feature Propagation Network for ...	2022-03-10	Code
11	SimpleClick (ViT-H, C+L)	4.7	No	SimpleClick: Interactive Image Segmentation with...	2022-10-20	Code
12	ViT-B+MST+CL	4.55	No	MST: Adaptive Multi-Scale Tokens Guided Interact...	2024-01-09	Code
13	FocalClick-B3-S2	4.52	Yes	FocalClick: Towards Practical Interactive Image ...	2022-04-06	Code
14	ICL CFR-1 (ViT-H, C+L)	4.24	No	CFR-ICL: Cascade-Forward Refinement with Iterati...	2023-03-09	Code

#1DOS w/o GCSOTA
17.11
NoC@90· 2016-03-13
Deep Interactive Object Selection Code
#2DOS with GC
12.58
NoC@90· 2016-03-13
Deep Interactive Object Selection Code
#3Latent diversity
9.57
NoC@90
No paperCode
#4BRS
8.24
NoC@90
No paper
#5f-BRS-B (ResNet-101)
7.41
NoC@90· 2020-01-28
f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation Code
#6EdgeFlow
5.77
NoC@90· 2021-09-20
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Code
#7RITM (HRNet18, SBD)
5.74
NoC@90· 2021-02-12
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Code
#8RITM (HRNet-32, C+L)
5.34
NoC@90· 2021-02-12
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Code
#9SimpleClick (ViT-H, SBD)
5.34
NoC@90· 2022-10-20
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Code
#10IA-FP-Net
5.22
NoC@90· 2022-03-10
Cascaded Sparse Feature Propagation Network for Interactive Segmentation Code
#11SimpleClick (ViT-H, C+L)
4.7
NoC@90· 2022-10-20
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Code
#12ViT-B+MST+CL
4.55
NoC@90· 2024-01-09
MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation Code
#13FocalClick-B3-S2
4.52
NoC@90· Extra Data· 2022-04-06
FocalClick: Towards Practical Interactive Image Segmentation Code
#14ICL CFR-1 (ViT-H, C+L)
4.24
NoC@90· 2023-03-09
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation Code