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Benchmarks
Multiple Object Grounding on Reasoning Segmentation Overall
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48.7
gIoU (%)
LISA
20.204
27.602
35
42.398
May 29, 2025
gIoU (%)
cIoU (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
gIoU (%)
cIoU (%)
LISA
Training paradigm=Trai...
2025.05
48.7
48.8
TextRegion
Query source=Interpret...
2025.05
42.7
42.4
OVSeg
Query source=Interpret...
2025.05
39.7
31.8
Trident
Query source=Interpret...
2025.05
38.4
39.2
OVSeg
Training paradigm=Trai...
2025.05
26.1
20.8
TextRegion
Training paradigm=Trai...
2025.05
25.2
21.6
SEEM
Training paradigm=Trai...
2025.05
24.3
18.7
Trident
Training paradigm=Trai...
2025.05
23.3
20
X-Decoder
Training paradigm=Trai...
2025.05
21.7
16.3
Grounded-SAM
Training paradigm=Trai...
2025.05
21.3
16.4
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