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Benchmarks
Unsupervised Video Object Discovery on MOVi-C conditional (test)
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68.4
ARI
RandSF.Q+xSSC
40.84
47.995
55.15
62.305
May 29, 2026
ARI
ARIfg
mBO
mIoU
Updated 2d ago
Evaluation Results
Method
Method
Links
ARI
ARIfg
mBO
mIoU
RandSF.Q+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
68.4
68.4
30.8
28.5
SlotContrast+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
65.8
61.5
28.3
25.9
RandSF.Q
Encoder=DINOv2 ViT-S/1...
2026.05
65.4
67.4
29.2
26.8
SlotContrast
Encoder=DINOv2 ViT-S/1...
2026.05
64.6
59.9
27.7
25.8
SmoothSA+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
55.5
72.2
34.5
33.3
SmoothSA
Encoder=DINOv2 ViT-S/1...
2026.05
50.9
69
31.7
30.2
VideoSAUR
Encoder=DINOv2 ViT-S/1...
2026.05
41.9
53.3
16.1
14.8
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