select-frames-shape-relevance-curve-height TEC-0323 · proposedSelect frames by the shape of the relevance curve, not its h
Smooths the frame-query similarity sequence, segments it by slope and curvature into peak, rising, falling, boundary and background regions, allocates the frame budget across regions using a question-derived preference vector, and picks fra
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Smooths the frame-query similarity sequence, segments it by slope and curvature into peak, rising, falling, boundary and background regions, allocates the frame budget across regions using a question-derived preference vector, and picks fra Filed by the drafting stage from RIDGE: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding (2608.29958) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Accuracy on Video-MME, LongVideoBench, MLVU, LVBench against uniform sampling and AKS, BOLT, MDP3, FOCUS; best in most of 12 model-benchmark cells; matched-scorer controls (CLIP, SigLIP) show +3.5 and +3.8 average points over BOLT and MDP3; component ablations each cost 0.6-1.6 points.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.