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Benchmarks
Generalized Referring Expression Segmentation on GRES gRefCOCO (test)
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77.14
gIoU
VGent
57.6504
62.7102
67.77
72.8298
Dec 11, 2025
gIoU
F1 Score
cIoU
N-acc
Updated 4d ago
Evaluation Results
Method
Method
Links
gIoU
F1 Score
cIoU
N-acc
VGent
2025.12
77.14
82.91
69.33
83.33
RAS
Parameters=13B
2025.12
74.64
81.74
70.48
69.05
SAM4MLLM
Parameters=7B
2025.12
71.86
-
67.83
66.08
GSVA
Parameters=13B, Traini...
2025.12
70.04
-
66.38
66.02
HDC
2025.12
68.28
-
65.42
63.38
LISA
Parameters=13B, Traini...
2025.12
65.24
-
63.96
57.49
ReLA
2025.12
63.6
-
62.42
56.37
LAVT
2025.12
58.4
-
57.64
49.32
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