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Referring Expression Segmentation on RefCOCOg UMD (val)
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69.5
mIoU
LISA
52.0592
56.5871
61.115
65.6429
Jul 2, 2024
Sep 27, 2024
Dec 24, 2024
Mar 22, 2025
Jun 18, 2025
Sep 14, 2025
Dec 11, 2025
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
LISA
Training Mask Dec.=tru...
2025.12
69.5
GETok-SFT
Training Mask Dec.=fal...
2025.12
69.4
PixelLM
Training Mask Dec.=tru...
2025.12
69.3
Qwen2.5-VL-7B
Training Mask Dec.=fal...
2025.12
68.1
GETok-SFT-grid
Training Mask Dec.=fal...
2025.12
68
ReLA
Training Mask Dec.=tru...
2025.12
65
SAFARI
Label-Rate Mask=100%,...
2024.07
62.42
LAVT
Training Mask Dec.=tru...
2025.12
61.2
CRIS
Training Mask Dec.=tru...
2025.12
59.9
SAFARI
Label-Rate Mask=30%, L...
2024.07
55.72
SeqTR
Label-Rate Mask=100%,...
2024.07
55.67
Partial-RES
Label-Rate Mask=30%, L...
2024.07
54.69
SAFARI
Label-Rate Mask=20%, L...
2024.07
54.45
LTS
Label-Rate Mask=100%,...
2024.07
54.4
Partial-RES
Label-Rate Mask=20%, L...
2024.07
53.94
VLT
Label-Rate Mask=100%,...
2024.07
52.99
SAFARI
Label-Rate Mask=10%, L...
2024.07
52.91
Partial-RES
Label-Rate Mask=10%, L...
2024.07
52.73
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