{"title":"Multimodal Foundation Models: systems measured by Evidaxis, snapshot 2026-09-26","license":"CC0-1.0","license_url":"https://creativecommons.org/publicdomain/zero/1.0/","note":"Released to the public domain under CC0 1.0. Same rows and columns as the niche table on the hub page, all systems, alphabetical by name. Order is not a rank.","niche":{"key":"multimodal-foundation-models","slug":"multimodal-foundation-models","label":"Multimodal Foundation Models","assigned":true,"field":{"slug":"foundation-models","label":"Foundation Models"},"url":"https://evidaxis.org/ai/cohorts/multimodal-foundation-models/"},"snapshot":{"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26","period":"2026-w39","methodology_version":"m3"},"n_systems":13,"niche_medians":{"commits":{"value":0,"n":13},"citations":{"value":26,"n":7},"dependents":{"value":33.5,"n":2}},"answer":"Evidaxis measures 13 systems in Multimodal Foundation Models every week. In snapshot 2026-w39 (2026-09-26) the niche median is 0 commits per week, 26 citations to date (on the 7 systems with a citation count) and ≈33.5 direct dependents (on the 2 systems with a dependents reading). Systems at 2× the niche median or more: 1. Medals here compare citations only: a medal needs at least 5 systems in the niche with that figure and a median of 3 or more. Rising: none.","columns":{"measured_line":"The measured line shown in the table, generated from the readings.","commits_per_week":"GitHub commits per week averaged over the trailing 12 weeks.","citations_to_date":"OpenAlex citing works indexed to date, all years including the current one.","citations_state":"scored, count_only (a count without a scored trend) or not_measured.","verified_direct_dependents":"deps.dev direct dependents, shown only when the package identity is verified.","verified_dependents_state":"scored, count_only or not_measured (not_measured when no verified package).","direct_dependents_reading":"The deps.dev direct dependents reading used for the niche median, whether or not the package identity is verified.","stars_recorded_not_scored":"GitHub stargazers; recorded, not scored.","medal_multiple":"Multiple of the niche median (2, 10 and 100 are the bronze, silver and gold thresholds); blank without a medal.","medal_measure":"citations or dependents.","rising":"true when at least two of the three measures are rising together in this niche on this snapshot; blank for systems without a niche."},"systems":[{"entity_id":"e_V5N4GT09S49","name":"DeepSeek-OCR","url":"https://evidaxis.org/e/e_V5N4GT09S49/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, 3 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":3,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":23912,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_D81ZQF8BMQS","name":"DeepSeek-VL2","url":"https://evidaxis.org/e/e_D81ZQF8BMQS/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, 27 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":27,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":5374,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_M6GFCMQK7DQ","name":"Eagle 2.5","url":"https://evidaxis.org/e/e_M6GFCMQK7DQ/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, citations not measured, verified dependents not measured.","commits_per_week":0,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":3615,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_JN83HWXP85Z","name":"FastVLM","url":"https://evidaxis.org/e/e_JN83HWXP85Z/","niche":"Multimodal Foundation Models","measured_line":"0.1 commits/week, 27 citations to date (count only), verified dependents not measured.","commits_per_week":0.1,"citations_to_date":27,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":7420,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_C6EM2RQNX2S","name":"GLM-V","url":"https://evidaxis.org/e/e_C6EM2RQNX2S/","niche":"Multimodal Foundation Models","measured_line":"0.2 commits/week, citations not measured, verified dependents not measured.","commits_per_week":0.2,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":2392,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_26C836YXKF2","name":"InternVL","url":"https://evidaxis.org/e/e_26C836YXKF2/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, 19 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":19,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":10164,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_AZ9YNR6FPQZ","name":"Kimi-VL","url":"https://evidaxis.org/e/e_AZ9YNR6FPQZ/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, citations not measured, verified dependents not measured.","commits_per_week":0,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":1227,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_41T3C34FQFA","name":"LLaVA","url":"https://evidaxis.org/e/e_41T3C34FQFA/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, 701 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":701,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":25041,"medal_multiple":26,"medal_measure":"citations","medal_tier":"silver","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_3JZ11S1QS33","name":"MiniCPM-V","url":"https://evidaxis.org/e/e_3JZ11S1QS33/","niche":"Multimodal Foundation Models","measured_line":"0.8 commits/week, 26 citations to date (count only), verified dependents not measured.","commits_per_week":0.8,"citations_to_date":26,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":26461,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_7X1NF3PMZZM","name":"moondream","url":"https://evidaxis.org/e/e_7X1NF3PMZZM/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, citations not measured, 4 verified direct dependents (count only).","commits_per_week":0,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":4,"verified_dependents_state":"count_only","direct_dependents_reading":4,"stars_recorded_not_scored":10062,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_TPZFR15XYF6","name":"Ovis2.5","url":"https://evidaxis.org/e/e_TPZFR15XYF6/","niche":"Multimodal Foundation Models","measured_line":"0.1 commits/week, citations not measured, verified dependents not measured.","commits_per_week":0.1,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":1522,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_VVAJB7D0NQX","name":"Qwen3-VL","url":"https://evidaxis.org/e/e_VVAJB7D0NQX/","niche":"Multimodal Foundation Models","measured_line":"0 commits/week, citations not measured, verified dependents not measured.","commits_per_week":0,"citations_to_date":null,"citations_state":"not_measured","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":63,"stars_recorded_not_scored":20002,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_261PEVXPG0B","name":"SmolVLM","url":"https://evidaxis.org/e/e_261PEVXPG0B/","niche":"Multimodal Foundation Models","measured_line":"0.1 commits/week, 5 citations to date (count only), verified dependents not measured.","commits_per_week":0.1,"citations_to_date":5,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":3910,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"}]}