Skip to content

Red brush · sweep right

keepextremetabletop—0m 27s@JamesKrW

Agent runs

Each mode of this task runs once per run. Est. cost is tokens at list price (data/prices.yml), never a bill; see the DexToolBench runs for every task of a run.

Codex + GPT-6 Luna, reasoning xhigh (ChatGPT login)default run

TrialStartedAgent timeModel requestsTokens in / outEst. costGrade
U✗ 1h 00m 5%09-29 03:591h 00m—17.7M / 139k$0.274deterministic 1, grader_error 0, n_actions 1281, video_rendered 1
L✗ 57m 0%09-29 12:0957m—15.5M / 107k$0.232deterministic 1, grader_error 0, video_rendered 1
1 other run(s) of DexToolBench

Codex + GPT-6 Luna, reasoning xhigh (Azure OpenAI API, 2026-09-30 stress test)

TrialStartedAgent timeModel requestsTokens in / outEst. costGrade
U✗ 48m 13% ⓘ10-01 04:5148m—10.1M / 163k$0.207deterministic 1, grader_error 0, n_actions 4078, video_rendered 1
L✗ 57m 0%09-30 16:0457m—26.5M / 131k$0.352deterministic 1, grader_error 0, video_rendered 1

Task instruction (upstream)

Pick up the red brush and move it through the demonstrated motion (a sweep to the right): bring it to each of the 38 goal poses in order.

Playback speed

Recorded by us: SimToolReal's pretrained RL policy replayed in our MuJoCo port of the task, four views (front, side / top, oblique); it reaches 19 of 38 goals here. The green ghost tool is the current goal.

What DexToolBench states about this task
Defined in dextoolbench/trajectories/brush/red_brush/sweep_right.json
Category brush
Object red_brush
Task sweep_right
N Goals 38
Tool Model assets/urdf/dextoolbench/brush/red_brush/red_brush.urdf
Table table_narrow.urdf (plain)
Metric task progress: goals reached / goals (8 grasp-box keypoints within 1.5 cm; 10 s per goal)

From https://github.com/tylerlum/simtoolreal @ 313d5ae.

Measured on the stack we run — MuJoCo 3.3.7 (CPU, bit-exact replay), KUKA iiwa 14 (MuJoCo Menagerie 1b86ece) + Sharpa HA4, 600 Hz physics, 60 Hz control
Harness Task dextoolbench_brush_red_brush_sweep_right
Oracle SimToolReal's pretrained policy, recorded in this scene and replayed: 19/38 goals

Read from run in our MuJoCo port (robot_coding_bench tasks/dextoolbench_brush_red_brush_sweep_right, image rcb-mujoco 0.1.1), 2026-09-28.

Tags

Task DomainManipulation

Why this task is interesting

Not yet written.

Capability notes

Not yet written.

Oracle demo review

Not yet reviewed.

Discussion