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Benchmarks
Spatio-temporal video grounding on HC-STVG v2
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60.4
m_tIoU
TA-STVG
20.048
30.524
41
51.476
Dec 7, 2025
m_tIoU
m_vIoU
vIoU@0.3
vIoU@0.5
Updated 4d ago
Evaluation Results
Method
Method
Links
m_tIoU
m_vIoU
vIoU@0.3
vIoU@0.5
TA-STVG
Setting=Fully Sup
2025.12
60.4
40.2
65.8
36.7
CG-STVG
Setting=Fully Sup
2025.12
60
39.5
64.5
36.3
STVGFormer
Setting=Fully Sup
2025.12
58.1
38.7
65.5
33.8
DEViL
Zero-shot=false, Time=...
2025.12
58
36.5
58
31.8
DEViL
Setting=LLM
2025.12
58
36.5
58
31.8
TubeDETR
Setting=Fully Sup
2025.12
53.9
36.4
58.8
30.6
DEViL
Zero-shot=true, Time=3...
2025.12
52.9
28
43.8
21.1
LLaVA-ST
Zero-shot=true, Time=4...
2025.12
21.6
8.7
6
1.2
LLaVA-ST
Setting=LLM, Zero-shot...
2025.12
21.6
8.7
6
1.2
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