FINDING #5898 · UNIT ID 1207055771
ziplab/Awesome-Feed-Forward-3D
An curated list for feed-forward 3D scene modeling, including research directions, datasets, and applications.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
2.21
ACCEL
-0.09
RETENTION
9.5%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 199 STARS / WINDOW
Author Audience
AUDIENCE
955
FOLLOWERS
195
OWNER ★
2,826
Engagement Signals
FORKS
7
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 199 / 199 (DIVERSITY 1.00)
Why This Is A Finding
ziplab/Awesome-Feed-Forward-3D собрал 199 звёзд за окно, тогда как у автора всего 195 подписчиков — эффективная аудитория ≈ 955. Это даёт surprise-индекс 0.00222 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 8% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY2.213.99-1.78ABOVE 23%
RETENTION9.5%17.1%-7.6 PPABOVE 28%
FORKS790-82ABOVE 3%
SURPRISE0.000.01-0.01ABOVE 21%