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Benchmarks
Object-Centric Learning on GSO (test)
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0.846
FG-ARI
GOLD
0.26984
0.41942
0.569
0.71858
Apr 10, 2026
FG-ARI
ARI-A
FG-AMI
AMI-A
mIoU
Updated 6d ago
Evaluation Results
Method
Method
Links
FG-ARI
ARI-A
FG-AMI
AMI-A
mIoU
GOLD
FPS=106.1 ± 54.3
2026.04
0.846
0.644
0.845
0.558
50.8
Scene-Agnostic Object-Centric Representation Learning
2026.04
0.846
0.644
0.845
0.558
50.8
uOCF
FPS=6.2 ± 1.1
2026.04
0.635
0.404
0.665
0.356
50.8
Gaussian Grouping
2026.04
0.549
0.554
0.651
0.557
59.4
ObjectGS
2026.04
0.396
0.342
0.529
0.341
31.4
Unified Lift
2026.04
0.292
0.197
0.478
0.278
39.6
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