Instance Segmentation on ObjectsRoom

Metric: ARI-FG (higher is better)

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#	Model↕	ARI-FG▼	Extra Data	Paper	Date↕	Code
1	AST	0.87	No	Unsupervised Multi-object Segmentation Using Att...	2022-05-26	Code
2	GENESIS-V2	0.84	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
3	SlotAttention	0.79	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
4	GENESIS	0.63	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code
5	MONET-G	0.54	No	GENESIS-V2: Inferring Unordered Object Represent...	2021-04-20	Code

#1ASTSOTA
0.87
ARI-FG· 2022-05-26
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax Code
#2GENESIS-V2SOTA
0.84
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#3SlotAttention
0.79
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#4GENESIS
0.63
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code
#5MONET-G
0.54
ARI-FG· 2021-04-20
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Code