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Benchmarks
Part Segmentation on ImageNet (IN)
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23.47
mIoU (M2O)
RATS
10.5532
13.9066
17.26
20.6134
Jun 12, 2026
mIoU (M2O)
ARI (mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU (M2O)
ARI (mean)
RATS
Backbone=RATS-B/16, #R...
2026.06
23.47
19.6
RATS
Backbone=RATS-S/16, #R...
2026.06
21.87
21.7
RATS
Backbone=RATS-B/16, #R...
2026.06
21.32
21.1
RATS
Backbone=RATS-B/16, #R...
2026.06
17.31
22
AdaSlot
Backbone=ViT-B/16, #Re...
2026.06
15.49
19.3
DINOv3
Backbone=ViT-B/16, #Re...
2026.06
14.13
12.3
RATS
Backbone=RATS-S/16, #R...
2026.06
13.97
20.4
DINOv1 (Mamba)
Backbone=Mam.R-B/16, #...
2026.06
13.44
12.8
SPiT
Backbone=ViT-B/16, #Re...
2026.06
12.37
8.5
SPFormer
Backbone=ViT-S/16, #Re...
2026.06
12.1
11.5
DINOv1
Backbone=ViT-S/16, #Re...
2026.06
11.21
8.7
DINOv3
Backbone=ViT-S/16, #Re...
2026.06
11.15
11.1
DINOv1
Backbone=ViT-B/16, #Re...
2026.06
11.05
7.9
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