Poke &Wiggle

DiT-Flow

Environmente07

Place loaded boxes in container (bimanual)

ModelDiT-Flow
Mid-training dataM0
  • M0
  • M100 (coming soon)
Task-specific dataD10
SpatialNominal

BenchmarkPAW-GEN-10

Episodes
30
Total duration
19:37
Mean duration
39.2 s
Success
3%
Manipulation density
Share of time manipulating, five definitionsJoints moving92.7%End-effector moving75.5%Gripper engaged59.9%Contact force > 5 N60.7%Gripper engaged or in contact75.2%
SPARC smoothness
Spectral arc length of the motionHow directly the arm moved, read from the shape of its speed spectrum. Unitless measure ≤ -1; the closer to -1, the smoother.The measure ignores how large a movement is, so a large and a small one compare directly. Shown here as the mean over this environment's measured episodes.Cutoff10 HzAmplitude threshold5%Zero-padding16×Signalend-effector translationBalasubramanian et al., On the analysis of movement smoothness, J Neuroeng Rehabil 2015.

Episode 1 · Failed · 49.6 s

  • Excellent
  • Ok
  • Failed
wrist left
static
wrist right

Held-out benchmark environment

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