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Efficiency Evaluation on HRBench8K
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4.5
Average Time per Sample (s)
UniVLR
4.304
5.627
6.95
8.273
May 12, 2026
Average Time per Sample (s)
Total Sample Time (s)
Peak Allocation Memory (GB)
Peak Reserved Memory (GB)
Updated 21d ago
Evaluation Results
Method
Method
Links
Average Time per Sample (s)
Total Sample Time (s)
Peak Allocation Memory (GB)
Peak Reserved Memory (GB)
UniVLR
# Samples=800
2026.05
4.5
3,620.1
17.4
18.9
LVR
# Samples=800
2026.05
5
4,024
17.4
18.9
Qwen2.5-VL-7B
# Samples=800
2026.05
6.8
5,453.3
18.9
21.6
CoVT
# Samples=800
2026.05
9.4
7,559.1
19
22
SkiLa
# Samples=800
2026.05
9.4
7,546.4
17.4
18.9
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