ML Research Wiki / Benchmarks / Unsupervised Object Segmentation / ClevrTex

ClevrTex

Unsupervised Object Segmentation Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: mIoU

Top Performing Models

Rank	Model	Paper	Date	Code
1	AST-Seg-B3-CT	Unsupervised Multi-object Segmentation Using Attention and Soft-argmax	2022-05-26	📦 BrunoSauvalle/AST
2	AST	Unsupervised Multi-object Segmentation Using Attention and Soft-argmax	2022-05-26	📦 BrunoSauvalle/AST
3	GNM	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
4	DTI	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
5	eMORL	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
6	IODINE	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
7	SA	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
8	MONet	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
9	MN	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation
10	SPACE	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation	2021-11-19	📦 karazijal/clevrtex-generation

All Papers (12)

Unsupervised Multi-object Segmentation Using Attention and Soft-argmax

2022

AST-Seg-B3-CT

BrunoSauvalle/AST

Unsupervised Multi-object Segmentation Using Attention and Soft-argmax

2022

AST

BrunoSauvalle/AST

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

GNM

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

DTI

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

eMORL

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

IODINE

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

SA

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

MONet

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

MN

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

SPACE

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

GenV2

karazijal/clevrtex-generation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

2021

SPAIR

karazijal/clevrtex-generation

ClevrTex

Performance Over Time

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Top Performing Models

All Papers (12)

Unsupervised Multi-object Segmentation Using Attention and Soft-argmax

Unsupervised Multi-object Segmentation Using Attention and Soft-argmax

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

Model	Paper	Date
AST-Seg-B3-CT	Unsupervised Multi-object Segmentation Using Atte…	2022-05-26
AST	Unsupervised Multi-object Segmentation Using Atte…	2022-05-26
GNM	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
DTI	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
eMORL	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
IODINE	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
SA	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
MONet	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
MN	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
SPACE	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
GenV2	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19
SPAIR	ClevrTex: A Texture-Rich Benchmark for Unsupervis…	2021-11-19