Gantry
Gantry · dataset evaluation · 16 September 2026

Egovista-kitchen-manipulation-v1 has no action column in it

Leodocr/egovista-kitchen-manipulation-v1, measured from the public release on 16 September 2026.

no action column

What is in the release

Every row is read out of the release. Nothing here is estimated and nothing is rounded up.

episodes4
frames2,662
action columnsnone
what the release carries insteadobservation.pose, observation.hand_left, observation.hand_right, segmentation masks, contact flags
distinct task strings4
what those task strings arethe integers 0, 1, 2 and 3

Why this matters

The release is laid out as LeRobot and a loader will open it, then there is nothing to regress onto. It is an observation corpus, which is a fine thing to be, but a buyer who assumes LeRobot layout means LeRobot semantics finds out after they have paid.

How to check this without taking our word for it

Read data/chunk-000/file-000.parquet and list the column names. No credentials.

What a full grading adds

This page is what the release tells you on its own. A full grading removes the part that scores worst, retrains on what is left, and reports whether the smaller corpus scores higher, with rollout counts and intervals. The one result measured on physical hardware is Stera-10M, two arms on a four arm SO-ARM101 bench, 21.9% against 36.9% task success across 1,270 rollouts. The Stera-10M report.