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Benchmarks
Multi-object referring segmentation on gRefCOCO (testA)
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78.5
gIoU
SETCON
57.388
62.869
68.35
73.831
May 19, 2026
gIoU
cIoU
Updated 14d ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
SETCON
2026.05
78.5
78.1
MLLMSeg
2026.05
77
76.9
Text4Seg
2026.05
75.1
73.8
SAM4MLLM
2026.05
74.2
72.2
GSVA
2026.05
71.1
69.9
LISA-Llama2-13B
Backbone=Llama2-13B
2026.05
68.2
69.7
LISA-7B
Backbone=7B
2026.05
66.3
68.5
SAM3 Agent
2026.05
63.4
61.8
Visionreasoner
2026.05
58.2
64.2
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