FINDING #4980 · UNIT ID 1086152809
RT-DETRs/RT-DETRv4
[ECCV 2026] RT-DETRv4: Painlessly Furthering Real-Time Object Detection with Vision Foundation Models
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
1.69
ACCEL
-0.01
RETENTION
23.5%
PEAK 2026-01-20 · FORK-RETENTION 0.0% · 304 STARS / WINDOW
Author Audience
AUDIENCE
252
FOLLOWERS
72
OWNER ★
542
Engagement Signals
FORKS
70
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 304 / 304 (DIVERSITY 1.00)
Why This Is A Finding
RT-DETRs/RT-DETRv4 собрал 304 звёзд за окно, тогда как у автора всего 72 подписчиков — эффективная аудитория ≈ 252. Это даёт surprise-индекс 0.00578 (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 16% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY1.693.29-1.61ABOVE 9%
RETENTION23.5%11.3%+12.2 PPABOVE 78%
FORKS7099-29ABOVE 38%
SURPRISE0.010.01-0.00ABOVE 37%