Evidaxis
Dated record

Ovis2.5

repo · Multimodal Foundation Models, n = 13 · ATH-MaaS/Ovis · paper: arXiv:2508.11737 (on file; not matched in OpenAlex) · as of

0.1 commits/week averaged over the trailing window (niche median 0). No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 1,522 GitHub stars, recorded, not scored. Measured for Ovis2.5 as of 2026-09-26; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 0.1 averaged, trailing window niche median 0 (n = 13) last commit week 2026-07-12 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 26 (n = 7) no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-09-26 niche median 33.5 (n = 2) no reading · deps.dev snapshot ·
stars 1,522 recorded, not scored niche median 7,420 (n = 13) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Ovis2.5 still maintained?

0.1 commits per week averaged over the trailing window, under the 5-per-week vote threshold (niche median 0/wk).

GitHub averaged 0.1 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-07-12; 10 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: 0 · 52-week range: 0 to 1 commits in an individual week.

line chart: Ovis2.5, weekly commits, 0 in latest week vs niche median 0, 2025-09-28 to 2026-09-20
Ovis2.5 averaged 0.1 commits a week; niche median 0. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-02000
2026-08-09000
2026-08-16000
2026-08-23000
2026-08-30000
2026-09-06000
2026-09-13000
2026-09-20000
heatmap chart: Ovis2.5, weeks with commits, 1 of 26, 2026-03-29 to 2026-09-20
1 of the last 26 captured weeks had commits for Ovis2.5. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-280
2025-10-050
2025-10-120
2025-10-190
2025-10-260
2025-11-020
2025-11-090
2025-11-160
2025-11-230
2025-11-300
2025-12-070
2025-12-140
2025-12-210
2025-12-280
2026-01-040
2026-01-110
2026-01-180
2026-01-250
2026-02-010
2026-02-080
2026-02-150
2026-02-220
2026-03-010
2026-03-080
2026-03-150
2026-03-220
2026-03-290
2026-04-050
2026-04-120
2026-04-190
2026-04-260
2026-05-030
2026-05-100
2026-05-170
2026-05-240
2026-05-310
2026-06-070
2026-06-140
2026-06-210
2026-06-280
2026-07-050
2026-07-121
2026-07-190
2026-07-260
2026-08-020
2026-08-090
2026-08-160
2026-08-230
2026-08-300
2026-09-060
2026-09-130
2026-09-200

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.100.10 to 0.1GitHub, trailing 12 weeks2026-09-26Public query0.1
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-09-26Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-09-26Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars1,52210no reading1,451 to 1,522GitHub stars, unscored2026-09-26Public query1,522

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How to cite Ovis2.5's record?

Evidaxis. Ovis2.5 measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_TPZFR15XYF6:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_TPZFR15XYF6/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

How does Ovis2.5 compare with its niche?

13 systems in Multimodal Foundation Models; niche median 0 commits per week. The reader chooses the sort order.

dot plot chart: Ovis2.5, averaged commits per week, 0.1 vs niche median 0, 2026-09-26
Ovis2.5 at 0.1 commits a week among 13 systems; niche median 0. GitHub, current cohort · .
All 13 systems, alphabetical; choose a heading to sort
DeepSeek-OCR03no reading23,912
DeepSeek-VL2027no reading5,374
Eagle 2.50no readingno reading3,615
FastVLM0.127no reading7,420
GLM-V0.2no readingno reading2,392
InternVL019no reading10,164
Kimi-VL0no readingno reading1,227
LLaVA0701no reading25,041
MiniCPM-V0.826no reading26,461
moondream0no reading410,062
Ovis2.50.1no readingno reading1,522
Qwen3-VL0no reading6320,002
SmolVLM0.15no reading3,910

Evidaxis snapshot · period 2026-09-26 · n = 13 systems · method medians of measured values · updated · version 9d2fe956adbc-b1 · CSV for this niche

What changed since the last snapshot?

0 published readings changed between snapshots fcfd3a7ccdcb and 9d2fe956adbc.

slope chart: Ovis2.5, changed published values, 0, 2026-09-19 to 2026-09-26
No numeric change since 2026-09-19 for Ovis2.5. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week0.10.10
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars1,5221,5220

Evidaxis snapshots · period 2026-09-19 to 2026-09-26 · n = 16 partitions · method paired snapshot values · updated · version 9d2fe956adbc-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

Paper reference on file: arXiv:2508.11737.

What is not measured for Ovis2.5, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: package outside the frozen m3 panel (2026-07-21), a coverage state, not a measured zero. Unscored daily count: no reading (2026-09-26).

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 13 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

Ovis2.5

repo
Multimodal Foundation Models · n = 13 · ATH-MaaS/Ovis
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - 1 of 3 axes measurable

· Evidaxis snapshot · 2026-09-26
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 13 in cohort
percentile 92 within cohort p25 p50 p75 p0 p100
percentile
p92
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.68 within cohort, log-slope +0.001/wk.0+0.68
velocity z
+0.68 σ
slope
+0.001/wk
· Evidaxis snapshot · 2026-09-26
log-slope +0.001/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
13
systems measured
weekly commits
0.1
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
58.4
percentile p92
commit heatmap, last 26 weeks0.1/wk
weekly commits, 26 weeks26 weeks of commits, peak 1 in a week, 1 active weeks, 1 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 1 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
1
active
1
total
1
· Evidaxis snapshot · 2026-09-26
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -15234.00, regime recent slope negative on a flat base. prior slope +0.000, recent slope -0.015 per week. +0.000prior 39w-0.015recent 13wno reading
swing
no reading
regime
recent slope negative on a flat base
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit Sharpereserved: <26 non-zero commit weeks
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 16 of 16 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Peer signals
SystemMomentumPercentile
DeepSeek-OCR5067
DeepSeek-VL25075
Eagle 2.512.517
FastVLM85.4100
GLM-V12.50
InternVL5050
Kimi-VL5058
LLaVA5083
MiniCPM-V12.58
moondream1825
Ovis2.558.492
Qwen3-VL5042
SmolVLM34.833

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt