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Benchmarks
Open-Vocabulary Semantic Segmentation on ADE-150
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33.5
mIoU
SCAN
10.516
16.483
22.45
28.417
Dec 7, 2023
Apr 28, 2024
Sep 18, 2024
Feb 8, 2025
Jul 1, 2025
Nov 21, 2025
Apr 14, 2026
mIoU
SG-IoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
SG-IoU
SCAN
2023.12
33.5
34.2
CAT-Seg
Prompt Tuning=MMRL+VaMP
2025.11
33.3
-
CAT-Seg
Prompt Tuning=MMRL
2025.11
32.4
-
SAN
2023.12
32.1
33.7
CAT-Seg
Prompt Tuning=-
2025.11
31.8
-
OVSeg
2023.12
29.6
30.5
MAFT
2023.12
29.1
30.3
SAN
Prompt Tuning=-
2025.11
27.5
-
OVSeg
Prompt Tuning=-
2025.11
24.8
-
SimSeg
2023.12
20.5
22.6
CoM-PT
Backbone=ViT-L/16, PT...
2026.04
20.14
-
CoM-PT
Backbone=ViT-B/16, PT...
2026.04
18.3
-
ZegFormer
Prompt Tuning=-
2025.11
18
-
Baseline
Backbone=ViT-L/16, PT...
2026.04
13.58
-
Baseline
Backbone=ViT-B/16, PT...
2026.04
11.4
-
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