# Human Behavior Bench 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-human-behavior-bench

Human Behavior Bench V1 (Kaggle). Every model the catalog carries a published Human Behavior Bench value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Published Kaggle leaderboard aggregates |
| Tasks | 1,199 tasks; 239 public and 960 private |
| Difficulty | — |
| Published by | [Human Behavior Bench on Kaggle](https://www.kaggle.com/benchmarks/rehearsals/human-behavior-bench) |

Predicts response distributions for specified groups of U.S. adults on closed-form questions about behavior and preferences.

## Human Behavior Bench ranking

No model in the catalog has a published Human Behavior Bench score. The benchmark is defined by Human Behavior Bench on Kaggle, 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.