# Vals RSI Index leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-vals-rsi-index

Vals RSI Index v1.1. Every model the catalog carries a published Vals RSI Index value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Mean reference-anchored log score, expressed as a percentage |
| Tasks | 4 autonomous research tasks |
| Difficulty | AI research under fixed compute and time budgets |
| Published by | [Vals RSI Index leaderboard and methodology](https://www.vals.ai/benchmarks/rsi_index) |

Tests autonomous AI research on compression, language-model training, judge-harness engineering, and post-training under fixed compute and time budgets.

## Vals RSI Index ranking

No model in the catalog has a published Vals RSI Index score. The benchmark is defined by Vals RSI Index leaderboard and methodology, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.