Projects

Graph-VLM

Egocentric VQA — graph memory

15 reports 3 weeks
260420 — 260426 3 reports · 14 tables 3
04-21 progress
Query Plan V3: 3-Bug Fix 구현 (multi-seed / plan-union / keyword-subgraph)
Query Plan 3-Bug Fix 구현(V1→V3): \1 multi-seed, plan union+\1금지, keyword-subgraph fallback. Context 평균 37K→9K(8배↓), fallback 5/10→0/10, hardfilt10 정확도 10%→20%.
4 tables
04-21 eng
Hard QA 필터링 파이프라인 + Debug 인프라 구축
Description-proof Hard QA 자동 선별 파이프라인(\1) 구축 + debug 인프라 정비. Letsur native video 불가 확정, 2-stage 필터로 20후보→10 hard QA 선별(60% 하드율).
4 tables
04-21 analysis
Hard 벤치마크 3-Way 비교: hardfilt10 / hardest10 / L34hard10
3개 Hard 10-Q 벤치마크 3-way 비교(Graph V3 vs Describe vs Frame-300): hardfilt10 20%/10%/50%, hardest10 20%/30%/40%, L34hard10 40%/70%/60%. Clean QA 기준 Graph V3 40% > Describe 20% (+20%p).
6 tables