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Benchmarks
Referring Expression Segmentation on RefCOCO, RefCOCO+, and G-Ref (average)
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73.7
mIoU
CoLA
59.868
63.459
67.05
70.641
Apr 1, 2026
mIoU
Updated 12d ago
Evaluation Results
Method
Method
Links
mIoU
CoLA
Update Ratio=17.2%
2026.04
73.7
EEVG
Update Ratio=100%
2026.04
72.2
TALENT
Params. (backbone)=2.3...
2026.04
72
DETRIS
Update Ratio=17.5%
2026.04
71
DETRIS
Params. (backbone)=2.7...
2026.04
70.4
VG-LAW
Update Ratio=100%
2026.04
69.2
BarLeRIa
Update Ratio=17.8%
2026.04
67.1
CoupAlign
Update Ratio=100%
2026.04
67
BarLeRIa
Params. (backbone)=2.2...
2026.04
66.5
LAVT
Update Ratio=100%
2026.04
65.8
CRIS
Update Ratio=100%
2026.04
64.3
CRIS
Params. (backbone)=57....
2026.04
63.8
ETRIS
Update Ratio=17.4%
2026.04
63.4
ETRIS
Params. (backbone)=1.9...
2026.04
62.8
Compacter
Params. (backbone)=0.1...
2026.04
61.3
LoRA
Params. (backbone)=0.0...
2026.04
60.4
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