OpenBot
Back to models
VLAOpen

lingbot-depth

Robbyant

Masked Depth Modeling for Spatial Perception

Code
Unverified
Weights
Unverified
Checkpoint
Unverified
License
Apache-2.0

Decision summary

Best for

perception

Main blocker

Training data requirements are not structured enough for reliable dataset matching.

Next check

Verify weight files, sizes, format, and loading instructions.

Evidence profile

A visual read of adoption evidence. Scores describe catalog evidence readiness, not task performance.

Published evaluation

1/6

dimensions scored

Unknown evidence remains visible and is never treated as a zero.

Access and governance75conf. 85
Artifact availabilityNot scoredconf. 15
Training and loading reproducibilityNot scoredconf. 15
Training data requirementsNot scoredconf. 15
Evaluation evidenceNot scoredconf. 10
Deployment readinessNot scoredconf. 10

Why these scores

The strongest decision reasons behind the evidence profile.

Top 3 adoption signals

Artifact availability

Unknown

Code and weights are not verified.

· confidence 15

Training and loading reproducibility

Unknown

No verified loading configuration is available.

· confidence 15

Evaluation evidence

Unknown

No structured evaluation evidence has been verified.

· confidence 10

Data requirements

Declared loop-data needs, missing evidence, and the next checks that matter.

2 required categories

Observation / ego video

depth

required

Sim-real / embodiment metadata

depth

required

Critical gaps

Core categories are represented. Interface alignment and data quality still require verification.

Linked datasets

Signal-level links only. Verify runtime interfaces before use.

Browse datasets

No related catalog datasets are linked to this model yet.

More evidenceShow

Additional decision dimensions

Access and governanceUseful

Access and license are declared by the source.

75 · c85
Training data requirementsUnknown

Training data requirements are not structured enough for reliable dataset matching.

· c15
Deployment readinessUnknown

Hardware, latency, dependencies, and checkpoint loading are not pipeline-tested.

· c10

Artifact facts

availability
metadata_verified
open
repository metadata
license
metadata_verified
Apache-2.0
repository metadata: license
dataset.signals
official_claim
depth
README/card declaration

Related models