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 commits/week over 16 captured weeks (niche median 0). No paper is linked in OpenAlex. Dependents: no admitted own package. 1,537 GitHub stars, recorded, not scored. Measured for Ovis2.5 as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 0 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 219 (n = 7) no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 niche median 3 (n = 1) no reading · deps.dev snapshot ·
stars 1,537 recorded, not scored niche median 7,439 (n = 13) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Ovis2.5 still maintained?

0 commits per week over the last 16 captured weeks (niche median 0/wk, n = 13).

GitHub averaged 0 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-07-12; 16 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, 2025-11-09 to 2026-11-01
Ovis2.5 recorded 0 commits a week over the last 16 captured weeks; niche median 0. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-09-13000
2026-09-20000
2026-09-27000
2026-10-04000
2026-10-11000
2026-10-18000
2026-10-25000
2026-11-01000
heatmap chart: Ovis2.5, weeks with commits, 1 of 26, 2026-05-10 to 2026-11-01
1 of the last 26 captured weeks had commits for Ovis2.5. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
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
2026-09-270
2026-10-040
2026-10-110
2026-10-180
2026-10-250
2026-11-010

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0000 to 0.1GitHub, trailing 12 weeks2026-11-07Public query0
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars1,5377no reading1,451 to 1,537GitHub stars, unscored2026-11-07Public query1,537

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite Ovis2.5's record?

Evidaxis. Ovis2.5 measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_TPZFR15XYF6:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_TPZFR15XYF6/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-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 vs niche median 0, 2026-11-07
Ovis2.5 at 0 commits a week among 13 systems; niche median 0. GitHub, current cohort · .
All 13 systems, alphabetical; choose a heading to sort
DeepSeek-OCR092no reading24,127
DeepSeek-VL20219no reading5,397
Eagle 2.50no readingno reading3,799
FastVLM0.136no reading7,439
GLM-V0.8no readingno reading2,402
InternVL0844no reading10,169
Kimi-VL0no readingno reading1,230
LLaVA01,268no reading25,078
MiniCPM-V2.6327no reading27,083
moondream0no reading310,151
Ovis2.50no readingno reading1,537
Qwen3-VL0no readingno reading20,174
SmolVLM0.287no reading3,947

Evidaxis snapshot · period 2026-11-07 · n = 13 systems · method medians of measured values · updated · version 868e3c39d9c7-b1 · CSV for this niche

What changed since the last snapshot?

0 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: Ovis2.5, changed published values, 0, 2026-10-31 to 2026-11-07
No numeric change since 2026-10-31 for Ovis2.5. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week000
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars1,5371,5370

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 22 partitions · method paired snapshot values · updated · version 868e3c39d9c7-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 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-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
Weekly direct dependentsoutside panel
Daily package dependents (unscored)no reading captured

Dependents: no admitted own package, a coverage state, not a measured zero. Unscored daily count: no reading (2026-11-07).

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 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 19 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 · 2026-11-07
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 13 in cohort
percentile 0 within cohort p25 p50 p75 p0 p100
percentile
p0
· Evidaxis snapshot · 2026-11-07
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-3.27 within cohort, log-slope -0.002/wk.0-3.27
velocity z
-3.27 σ
slope
-0.002/wk
· Evidaxis snapshot · 2026-11-07
log-slope -0.002/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
13
systems measured
weekly commits
0
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
9.1
percentile p0
commit heatmap, last 26 weeks0/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: 1 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 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 · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.00, regime recent slope below prior window. prior slope +0.002, recent slope +0.000 per week. +0.002prior 39w+0.000recent 13w+0.00×
swing
+0.00×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
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 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
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 22 of 22 · · m5

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; 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-OCR52.867
DeepSeek-VL249.433
Eagle 2.511.18
FastVLM87.6100
GLM-V85.183
InternVL50.842
Kimi-VL46.125
LLaVA52.875
MiniCPM-V15.517
moondream50.850
Ovis2.59.10
Qwen3-VL52.458
SmolVLM86.292

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt