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Benchmarks
Open-Vocabulary Segmentation on Pascal VOC
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59.3
mIoU
ProMaC
21.7976
31.5338
41.27
51.0062
Aug 27, 2024
Oct 13, 2024
Nov 30, 2024
Jan 17, 2025
Mar 6, 2025
Apr 23, 2025
Jun 10, 2025
mIoU
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU
Accuracy
ProMaC
Venue=Ours, Segmentati...
2024.08
59.3
-
OVSegmentor
Venue=CVPR23, Segmenta...
2024.08
53.8
-
SegCLIP
Venue=ICML23, Segmenta...
2024.08
52.6
-
ViewCo
Venue=ICLR23, Segmenta...
2024.08
52.4
-
GroupViT
Venue=CVPR22, Segmenta...
2024.08
52.3
-
TCL
Venue=CVPR23, Segmenta...
2024.08
51.2
-
MaskCLIP
Venue=ECCV22, Segmenta...
2024.08
38.8
-
JAFAR
Upsampling=JAFAR, Zero...
2025.06
35.7
44.93
FeatUp
Upsampling=FeatUp, Zer...
2025.06
32.27
39.78
Bilinear
Upsampling=Bilinear, Z...
2025.06
27.87
35.27
Nearest
Upsampling=Nearest, Ze...
2025.06
24.13
30.8
Large Image (×2)
Upsampling=Large Image...
2025.06
23.24
32.16
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