Project AURIONAI Use-Cases Research & Innovation
INRIA

INRIA

National lab, France. 9 models in the directory.

national labFrance
0deployments

Identity

Type
national lab
Country label
France
HQ country
France
Founding country
not in the notes
Parent
not in the notes
Parent country
not in the notes
Country basis
secondary
Where this comes from
Convention D1: a dual label, HQ first, when the HQ, founding or parent country differ.

Models by Class

Models

ModelClassOpennessParametersReleased
INRIATabICL v2tabularopen source–2026INRIATabICLtabularunknown–2025INRIAArchesWeatherGenweatherunknown–17 Dec 2024INRIARealMLPtabularunknown–5 Jul 2024INRIASegmentervisionunknown–12 May 2021INRIASwAVINRIA, Metavisionunknown–17 Jun 2020INRIACamemBERTlanguage encoderopen weights permissive111.25M10 Nov 2019INRIANetVLADvisionunknown––INRIAOpen-Unmixmusic and audioopen weights permissive––

Scores

BenchmarkModelScoreWho ran itSetting
TabArenaRealMLP1,514 Elomaintainer-runtuned + ensembled
TabArenaTabICL v21,598 Elomaintainer-rundefault
WeatherBench 2ArchesWeatherGen130.1 RMSE m2/s2maintainer-runZ500 day 3, deterministic, ArchesWeatherGen (mean) vs ERA5
WeatherBench 2ArchesWeatherGen272.4 RMSE m2/s2maintainer-runZ500 day 5, deterministic, ArchesWeatherGen (mean) vs ERA5
WeatherBench 2ArchesWeatherGen41.9 RMSE m2/s2maintainer-runZ500 day 1, deterministic, ArchesWeatherGen (mean) vs ERA5
WeatherBench 2ArchesWeatherGen610.4 RMSE m2/s2maintainer-runZ500 day 10, deterministic, ArchesWeatherGen (mean) vs ERA5
Where this comes from
Every recorded score of this organisation's models, with who ran it. Scores from different settings are not directly comparable.

Sources

  1. The state of Tabular Foundation Models (2026) mindfulmodeler.substack.com https://mindfulmodeler.substack.com/p/the-state-of-tabular-foundation-models

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "INRIA", https://aurion.semai.id/organisations/inria/, records of October 2026.