Does the reported 92.3 percent mean the robot is 92.3 percent accurate?
No. In the paper's fixed two-view-budget experiment, 92.3 percent is the uncertainty reduction rate. It is not object recognition accuracy or a universal measure of factual correctness.
Answered in
MIT’s Robot Memory Knows When It Should Look AgainUQ-DAAAM helps a robot revisit uncertain object memories. Its benchmark reduces uncertainty under a view budget, not proving every memory true.
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