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Benchmarks
Part Segmentation on ADE20K
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30.77
M2O mIoU
RATS
12.1748
17.0024
21.83
26.6576
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
30.77
19.6
RATS
Backbone=RATS-B/16, #R...
2026.06
27.52
21.1
RATS
Backbone=RATS-S/16, #R...
2026.06
26.98
21.7
AdaSlot
Backbone=ViT-B/16, #Re...
2026.06
23.87
19.3
RATS
Backbone=RATS-B/16, #R...
2026.06
21.45
22
DINOv1 (Mamba)
Backbone=Mam.R-B/16, #...
2026.06
18.95
12.8
DINOv3
Backbone=ViT-B/16, #Re...
2026.06
18.46
12.3
RATS
Backbone=RATS-S/16, #R...
2026.06
17.02
20.4
DINOv1
Backbone=ViT-B/16, #Re...
2026.06
15.87
7.9
DINOv1
Backbone=ViT-S/16, #Re...
2026.06
15.43
8.7
SPFormer
Backbone=ViT-S/16, #Re...
2026.06
14.65
11.5
DINOv3
Backbone=ViT-S/16, #Re...
2026.06
13.69
11.1
SPiT
Backbone=ViT-B/16, #Re...
2026.06
12.89
8.5
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