FINDING #3829 · UNIT ID 1154352985
ginwind/VLA-JEPA
[ECCV 2026] VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
65% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.51
ACCEL
+0.03
RETENTION
22.1%
PEAK 2026-06-09 · FORK-RETENTION 0.0% · 316 STARS / WINDOW
Author Audience
AUDIENCE
52
FOLLOWERS
3
OWNER ★
491
Engagement Signals
FORKS
39
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 316 / 316 (DIVERSITY 1.00)
Why This Is A Finding
ginwind/VLA-JEPA собрал 316 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 52. Это даёт surprise-индекс 0.0381 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 40% 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 40%
VELOCITY3.513.99-0.48ABOVE 45%
RETENTION22.1%17.1%+5.0 PPABOVE 61%
FORKS3990-50ABOVE 26%
SURPRISE0.040.01+0.03ABOVE 86%