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Benchmarks
Unsupervised Segmentation on Pascal VOC 2012 (test)
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24.6
FG-ARI
DINOSAUR MLP
8.064
12.357
16.65
20.943
Jul 6, 2026
FG-ARI
mIoU (Instance)
mIoU (Cluster)
mBO (Instance)
mBO (Cluster)
Updated 18d ago
Evaluation Results
Method
Method
Links
FG-ARI
mIoU (Instance)
mIoU (Cluster)
mBO (Instance)
mBO (Cluster)
DINOSAUR MLP
2026.07
24.6
39.1
41
39.7
41.2
DINOSAUR Trans.
2026.07
23.1
42
47.5
43.2
47.8
STEERINGDRL
Feature Extractor=DINO...
2026.07
17.6
44.5
48.6
49.1
53.6
SlotDiffusion
Feature Extractor=DINO...
2026.07
15.9
43.2
47.7
47.2
52.2
SLATE + DINO ViT
Feature Extractor=DINO...
2026.07
15.6
-
-
35.9
41.5
SA + DINO ViT
Feature Extractor=DINO...
2026.07
12.3
-
-
24.6
24.9
StableLSD
2026.07
8.7
31.5
35.4
32.1
35.4
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