Unverified50% confidenceFactExact time
The paper proposes a geometry-guided OOD score as a complement to TA-KAN's confidence; this score does not depend on any past ID data and is therefore compatible with the replay-free setting.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe certified score only guarantees that the construction satisfies the constraints and that the score is computed correctly; it does not guarantee global optimality, nor does it provide information on relative superiority versus other methods.60% similarUnverifiedHashing does not measure review quality; the gate only checks for the existence of identity and rationale, and a matching receipt may still describe a cursory reading of the diff58% similarUnverifiedRRF relies only on rankings rather than raw scores, so it is unaffected by inconsistent score scales across channels and does not require tuning parameters for each channel.58% similarUnverifiedCalibration must be fit on held-out labeled data, not on the training set, otherwise it will overfit the score distribution.57% similarUnverifiedThe case handled a click-based CAPTCHA that only submits coordinates without any sliding trajectory.57% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1073725API
curl https://kongchang.com/api/v1/knowledge/claims/1073725MCP
get_claim(id=1073725)