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Benchmarks
Part Segmentation on PASCAL-PART
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44.5
mIoU
GF-SAM
29.524
33.412
37.3
41.188
Feb 27, 2024
Apr 4, 2024
May 12, 2024
Jun 18, 2024
Jul 26, 2024
Sep 1, 2024
Oct 9, 2024
mIoU
IoU (animals)
IoU (indoor)
IoU (person)
IoU (vehicles)
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
IoU (animals)
IoU (indoor)
IoU (person)
IoU (vehicles)
GF-SAM
Model Category=general...
2024.10
44.5
-
-
-
-
Matcher
Model Category=general...
2024.10
42.9
-
-
-
-
VRP-SAM
Backbone=DINOv2-B
2024.02
36.2
30.3
52.1
25.8
36.7
SegGPT
2024.02
35.8
22.8
50.9
31.3
38
VRP-SAM
Backbone=RN50
2024.02
35.4
23.4
56.6
25.8
35.6
PerSAM-F
Model Category=general...
2024.10
32.9
-
-
-
-
PerSAM
Model Category=general...
2024.10
32.5
-
-
-
-
HSNet
Model Category=special...
2024.10
32.4
-
-
-
-
Painter
2024.02
30.4
20.2
49.5
17.6
34.4
PerSAM
2024.02
30.1
19.9
51.8
18.6
32
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