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SOTA Amodal Completion benchmarks and papers with code | Wizwand
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Amodal Completion
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
COCOA (test)
SDAmodal
mIOU
0.907
8
1mo ago
Pix2Gestalt ground-truth benchmark (test)
Collaborative Multi-Agent Reasoning Framework
GT-LPIPS
0.15
5
1mo ago
HiFi-Amodal dataset
PD-MC
CLIP-I
95.29
5
1mo ago
MP3D-Amodal (test)
SDAmodal
mIOU
76.4
5
1mo ago
SemLayer-Completion (test)
SemLayer
mIoU
85.2
4
23d ago
LAION
PD-MC
CLIP Image Score
94.687
4
1mo ago
Free Images
PD-MC
CLIP Score (Image)
96.005
4
1mo ago
Overall Across Datasets (aggregate)
Pix2gestalt
Complete Failure Proportion
0
4
1mo ago
LAION (test)
Pix2gestalt
Proportion of Complete Failures
0
4
1mo ago
Free Image (test)
Pix2gestalt
Complete Failure Proportion
0
4
1mo ago
COCO-A (test)
Pix2gestalt
Complete Failure Proportion
0
4
1mo ago
VG (test)
Pix2gestalt
Complete Failures Proportion
0
4
1mo ago
Overall Across four sources
Open-World Amodal Appearance Completion
Human Preference Rate
41.86
4
1mo ago
LAION
Open-World Amodal Appearance Completion
Human Preference Rate
0.4727
4
1mo ago
Free Image
Open-World Amodal Appearance Completion
Human Preference Rate
49.93
4
1mo ago
COCO-A
Open-World Amodal Appearance Completion
Human Preference Rate
39.17
4
1mo ago
VG
Open-World Amodal Appearance Completion
Human Preference Rate
0.4132
4
1mo ago
RefLade (test)
RefLayer-α
HPA (Occ)
44.03
3
1mo ago
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