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Benchmarks
Referring Expression Segmentation on G-Ref UMD (val)
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65
cIoU
ReLA
48.5888
52.8494
57.11
61.3706
Jan 8, 2026
cIoU
mIoU
Precision@0.5
oIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
cIoU
mIoU
Precision@0.5
oIoU
ReLA
Visual Encoder=Swin-B,...
2026.01
65
-
-
-
VLT+
Visual Encoder=Swin-B,...
2026.01
63.49
-
-
-
LAVT
Visual Encoder=Swin-B,...
2026.01
61.24
-
-
-
CRIS
Visual Encoder=CLIP, T...
2026.01
59.87
-
-
-
VLT
Visual Encoder=Darknet...
2026.01
54.96
-
-
-
LTS
Visual Encoder=Darknet...
2026.01
54.4
-
-
-
MCN
Visual Encoder=Darknet...
2026.01
49.22
-
-
-
ReLA
Visual Encoder=Swin-B,...
2026.01
-
68.65
-
-
MAttNet
2021.08
-
47.64
-
-
MCN
2021.08
-
49.22
-
-
CGAN
2021.08
-
51.01
-
-
VLT
2021.08
-
52.99
61.03
-
Latent-VG
reproduced=true
2026.03
-
-
-
69.07
Latent-VG + MRaCL
2026.03
-
-
-
70.02
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