DexBench industrial task framework

RLWRLD

An industry-oriented framework describing 18 manipulation task categories and 55 evaluation cases, according to the publisher.

What you can explore

Inspect task starting conditions, goal states and failure definitions for activities such as insertion, reorientation, wiping and tool use.

Before you use it

Treat this as the publisher’s proposed task framework, not an adopted industry standard or an independently validated hand ranking. Match object variants, setup and scoring details before comparing results. Dexhands has not run these tests.

Original contributors

DexBench, published by RLWRLD

License / access: Read at the original publisher; reuse and redistribution permissions were not established in this review

Publisher’s framework and task catalog

Example: insertion task definitions

Editorial reference · checked 2026-09-22