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Benchmarks
Part Segmentation on COCO
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19.32
M2O mIoU
RATS
7.724
10.7345
13.745
16.7555
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
19.32
19.6
RATS
Backbone=RATS-S/16, #R...
2026.06
17.31
21.7
RATS
Backbone=RATS-B/16, #R...
2026.06
16.89
21.1
RATS
Backbone=RATS-B/16, #R...
2026.06
12.99
22
AdaSlot
Backbone=ViT-B/16, #Re...
2026.06
12.31
19.3
DINOv3
Backbone=ViT-B/16, #Re...
2026.06
10.49
12.3
DINOv1 (Mamba)
Backbone=Mam.R-B/16, #...
2026.06
10.07
12.8
RATS
Backbone=RATS-S/16, #R...
2026.06
9.91
20.4
DINOv1
Backbone=ViT-B/16, #Re...
2026.06
8.55
7.9
DINOv1
Backbone=ViT-S/16, #Re...
2026.06
8.53
8.7
SPiT
Backbone=ViT-B/16, #Re...
2026.06
8.41
8.5
SPFormer
Backbone=ViT-S/16, #Re...
2026.06
8.37
11.5
DINOv3
Backbone=ViT-S/16, #Re...
2026.06
8.17
11.1
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