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Benchmarks
Part Segmentation on PartImageNet (PartIN)
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48.77
M2O mIoU
RATS
24.6524
30.9137
37.175
43.4363
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
48.77
19.6
RATS
Backbone=RATS-B/16, #R...
2026.06
46.94
21.1
RATS
Backbone=RATS-S/16, #R...
2026.06
46.43
21.7
RATS
Backbone=RATS-B/16, #R...
2026.06
41.06
22
RATS
Backbone=RATS-S/16, #R...
2026.06
33.93
20.4
DINOv3
Backbone=ViT-B/16, #Re...
2026.06
32.57
12.3
AdaSlot
Backbone=ViT-B/16, #Re...
2026.06
30.74
19.3
DINOv1 (Mamba)
Backbone=Mam.R-B/16, #...
2026.06
30.11
12.8
SPiT
Backbone=ViT-B/16, #Re...
2026.06
27.83
8.5
DINOv3
Backbone=ViT-S/16, #Re...
2026.06
27.67
11.1
SPFormer
Backbone=ViT-S/16, #Re...
2026.06
27.21
11.5
DINOv1
Backbone=ViT-B/16, #Re...
2026.06
25.82
7.9
DINOv1
Backbone=ViT-S/16, #Re...
2026.06
25.58
8.7
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