Interactive Segmentation on DAVIS

Metric: NoC@85 (higher is better)

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#	Model↕	NoC@85▼	Extra Data	Paper	Date↕	Code
1	DOS w/o GC	12.52	No	Deep Interactive Object Selection	2016-03-13	Code
2	DOS with GC	9.03	No	Deep Interactive Object Selection	2016-03-13	Code
3	BRS	5.58	No	-	-	-
4	IA+SA	5.16	No	Continuous Adaptation for Interactive Object Seg...	2019-11-28	-
5	Latent diversity	5.05	No	-	-	Code
6	f-BRS-B (ResNet-101)	5.04	No	f-BRS: Rethinking Backpropagating Refinement for...	2020-01-28	Code
7	EdgeFlow	4.54	No	EdgeFlow: Achieving Practical Interactive Segmen...	2021-09-20	Code
8	RITM (HRNet18, SBD)	4.36	No	Reviving Iterative Training with Mask Guidance f...	2021-02-12	Code
9	SimpleClick (ViT-H, SBD)	4.2	No	SimpleClick: Interactive Image Segmentation with...	2022-10-20	Code
10	RITM (HRNet-32, C+L)	4.11	No	Reviving Iterative Training with Mask Guidance f...	2021-02-12	Code
11	IA-FP-Net	4.03	No	Cascaded Sparse Feature Propagation Network for ...	2022-03-10	Code
12	SimpleClick (ViT-H, C+L)	3.41	No	SimpleClick: Interactive Image Segmentation with...	2022-10-20	Code
13	ICL CFR-1 (ViT-H, C+L)	3	No	CFR-ICL: Cascade-Forward Refinement with Iterati...	2023-03-09	Code
14	FocalClick-B3-S2	2.92	Yes	FocalClick: Towards Practical Interactive Image ...	2022-04-06	Code

#1DOS w/o GCSOTA
12.52
NoC@85· 2016-03-13
Deep Interactive Object Selection Code
#2DOS with GC
9.03
NoC@85· 2016-03-13
Deep Interactive Object Selection Code
#3BRS
5.58
NoC@85
No paper
#4IA+SA
5.16
NoC@85· 2019-11-28
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections
#5Latent diversity
5.05
NoC@85
No paperCode
#6f-BRS-B (ResNet-101)
5.04
NoC@85· 2020-01-28
f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation Code
#7EdgeFlow
4.54
NoC@85· 2021-09-20
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Code
#8RITM (HRNet18, SBD)
4.36
NoC@85· 2021-02-12
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Code
#9SimpleClick (ViT-H, SBD)
4.2
NoC@85· 2022-10-20
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Code
#10RITM (HRNet-32, C+L)
4.11
NoC@85· 2021-02-12
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Code
#11IA-FP-Net
4.03
NoC@85· 2022-03-10
Cascaded Sparse Feature Propagation Network for Interactive Segmentation Code
#12SimpleClick (ViT-H, C+L)
3.41
NoC@85· 2022-10-20
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Code
#13ICL CFR-1 (ViT-H, C+L)
3
NoC@85· 2023-03-09
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation Code
#14FocalClick-B3-S2
2.92
NoC@85· Extra Data· 2022-04-06
FocalClick: Towards Practical Interactive Image Segmentation Code