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Benchmarks
Referring Expression Segmentation on refCOCO/+/g Combined
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75.4
Average cIoU
Text4Seg (w/ SAM)
68.64
70.395
72.15
73.905
Jan 27, 2026
Average cIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
Average cIoU
Text4Seg (w/ SAM)
Architecture Style=Dec...
2026.01
75.4
SimpleSeg
Architecture Style=Dec...
2026.01
74.8
SimpleSeg
Architecture Style=Dec...
2026.01
74.6
Groundhog
Architecture Style=Dec...
2026.01
74.2
SimpleSeg
Architecture Style=Dec...
2026.01
73.6
UFOLLaVA-1.5-7B
Architecture Style=Dec...
2026.01
73.3
AnyRef
Architecture Style=Dec...
2026.01
72.2
SimpleSeg
Architecture Style=Dec...
2026.01
71.9
GSVA
Architecture Style=Dec...
2026.01
71.4
Text4SegInternVL2-8B
Architecture Style=Dec...
2026.01
71.4
LaSagnA
Architecture Style=Dec...
2026.01
71.1
LISA
Architecture Style=Dec...
2026.01
69.9
PixelLM
Architecture Style=Dec...
2026.01
69.2
NEXT-Chat
Architecture Style=Dec...
2026.01
68.9
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