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Benchmarks
Part Segmentation on IN-S919
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75.39
M2O mIoU
RATS
45.802
53.4835
61.165
68.8465
Jun 12, 2026
M2O mIoU
Mean ARI
Updated 1mo ago
Evaluation Results
Method
Method
Links
M2O mIoU
Mean ARI
RATS
Backbone=RATS-B/16, #R...
2026.06
75.39
19.6
RATS
Backbone=RATS-B/16, #R...
2026.06
73.62
21.1
RATS
Backbone=RATS-S/16, #R...
2026.06
73.18
21.7
RATS
Backbone=RATS-B/16, #R...
2026.06
67.89
22
RATS
Backbone=RATS-S/16, #R...
2026.06
58.84
20.4
DINOv3
Backbone=ViT-B/16, #Re...
2026.06
56.43
12.3
DINOv1 (Mamba)
Backbone=Mam.R-B/16, #...
2026.06
55.54
12.8
AdaSlot
Backbone=ViT-B/16, #Re...
2026.06
54.83
19.3
SPiT
Backbone=ViT-B/16, #Re...
2026.06
53.47
8.5
SPFormer
Backbone=ViT-S/16, #Re...
2026.06
51.92
11.5
DINOv3
Backbone=ViT-S/16, #Re...
2026.06
50.25
11.1
DINOv1
Backbone=ViT-S/16, #Re...
2026.06
48.28
8.7
DINOv1
Backbone=ViT-B/16, #Re...
2026.06
46.94
7.9
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