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Visual Reasoning on MHaluBench
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70.6
SRCC
REVEALER
65.192
66.596
68
69.404
Dec 29, 2025
SRCC
Updated 1mo ago
Evaluation Results
Method
Method
Links
SRCC
REVEALER
time=1.6s
2025.12
70.6
Q-Insight
time=4.1s
2025.12
67.9
Chain-of-Focus
time=7.3s
2025.12
67.3
Vision-R1
time=6.8s
2025.12
66.2
ViLaSR
time=5.7s
2025.12
65.4
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