Instance Segmentation on ShapeStacks

Metric: ARI-FG (higher is better)

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#	Model↕	ARI-FG▼	Extra Data	Paper	Date↕	Code
1	AST	0.82	No	Unsupervised Multi-object Segmentation Using Att...	2022-05-26	Code
2	GENESIS-V2	0.81	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
3	SlotAttention	0.76	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
4	GENESIS	0.7	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
5	MONET-G	0.7	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code

#1ASTSOTA
0.82
ARI-FG· 2022-05-26
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax Code
#2GENESIS-V2SOTA
0.81
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#3SlotAttention
0.76
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#4GENESIS
0.7
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#5MONET-G
0.7
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code