OpenCodePapers
unsupervised-object-segmentation-on-clevrtex
Unsupervised Object Segmentation
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Paper
Code
mIoU
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MSE
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ModelName
ReleaseDate
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Unsupervised Multi-object Segmentation Using Attention and Soft-argmax
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79.58±0.54
139±7
AST-Seg-B3-CT
2022-05-26
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax
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66.62± 0.80
167± 1
AST
2022-05-26
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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42.25± 0.18
383± 2
GNM
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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33.79± 1.30
438± 22
DTI
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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30.17± 2.60
347± 20
eMORL
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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29.16± 0.75
340± 3
IODINE
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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22.58± 2.07
254± 8
SA
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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19.78± 1.02
146± 7
MONet
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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10.46± 0.10
335± 1
MN
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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9.14± 3.46
298± 80
SPACE
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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7.93± 1.53
315±106
GenV2
2021-11-19
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
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0.0 ± 0.0
1101± 2
SPAIR
2021-11-19