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Benchmarks
Visual Reasoning on RichHF
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70.8
SRCC
REVEALER
63.936
65.718
67.5
69.282
Dec 29, 2025
SRCC
Updated 1mo ago
Evaluation Results
Method
Method
Links
SRCC
REVEALER
time=1.3s
2025.12
70.8
Q-Insight
time=4.5s
2025.12
67.4
Chain-of-Focus
time=5.9s
2025.12
65.1
Vision-R1
time=5.9s
2025.12
64.7
ViLaSR
time=6.5s
2025.12
64.2
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