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Benchmarks
Unsupervised Video Object Discovery on YTVIS-HQ unconditional (test)
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45.5
ARI
SmoothSA+xSSC
33.332
36.491
39.65
42.809
May 29, 2026
ARI
ARIfg
mBO
mIoU
Updated 2d ago
Evaluation Results
Method
Method
Links
ARI
ARIfg
mBO
mIoU
SmoothSA+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
45.5
61.4
41.1
40.4
SmoothSA
Encoder=DINOv2 ViT-S/1...
2026.05
42.4
63
38.9
38.3
RandSF.Q+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
41.8
58.2
39.5
39.2
RandSF.Q
Encoder=DINOv2 ViT-S/1...
2026.05
40.1
58
37.6
37.2
SlotContrast+xSSC
Encoder=DINOv2 ViT-S/1...
2026.05
39.3
52.5
35.1
34.3
SlotContrast
Encoder=DINOv2 ViT-S/1...
2026.05
37.2
49.4
33
32.8
VideoSAUR
Encoder=DINOv2 ViT-S/1...
2026.05
33.8
49.2
29.9
29.7
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