Who is SOTA in Decision models › Vision?RSI-Jev v6.1 VL 27B (effort auto)
Image-capable decision models. This board fills when an independent vision export is ingested. Text scores stay on Decision models. As of Oct 15, 2026, RSI-Jev v6.1 VL 27B (effort auto) is state of the art in Decision models › Vision (since Oct 14, 2026; sources Decision Index ECE;…
Lowest ECE among models in the top quartile of accuracy. Brier breaks ties.
| # | Model | State | Confidence |
|---|---|---|---|
| 1 | UNRSI-Jev v6.1 VL 27B (effort auto) Unknown | SOTA · Decision models › Vision | medium |
Badges for the leaders
RSI-Jev v6.1 VL 27B (effort auto)
[](https://isitsota.com/m/rsi-jev-v6-1-vl-27b-auto)
<a href="https://isitsota.com/m/rsi-jev-v6-1-vl-27b-auto"><img alt="SOTA · Decision models › Vision · Oct 2026" src="https://isitsota.com/badge/rsi-jev-v6-1-vl-27b-auto/decision-vision.svg?slice=calibration" height="28"></a>
Best page and recent changes
What can move this crown
- Decision Index Vision — primary, weight 1
Who is SOTA in Decision models › Vision?
As of Oct 15, 2026, RSI-Jev v6.1 VL 27B (effort auto) is state of the art in Decision models › Vision (since Oct 14, 2026; sources Decision Index ECE; methodology v1.0).
Since when is the Decision models › Vision crown current?
The current crown in Decision models › Vision has held since Oct 14, 2026.
What is a decision model?
A decision model takes state, as text or as images, plus a typed question. It returns a typed answer with probabilities rather than free text. Output types: noul (yes/no/unknown), choice, score, multi-label.
How is calibration ranked?
The calibration slice ranks the lowest ECE among models in the top quartile of accuracy, so a constant probability cannot take the slice. Brier breaks ECE ties.
Do vendor-reported decision numbers count?
Vendor-reported numbers are display-only at weight 0.