VLAClosed / referenced

Gemini Robotics 1.5

Google DeepMind

An agentic robotics model combining advanced multimodal reasoning with vision-language-action control for multi-step physical tasks.

Code: Not listed
Weights: Not listed
Checkpoint: Not listed
License: Unverified

Decision summary

Best for

Multi-step reasoning

Main blocker

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

Next check

Verify repository and artifact licenses.

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 governanceNot scoredconf. 20

Artifact availabilityNot scoredconf. 15

Training and loading reproducibilityNot scoredconf. 15

Training data requirements76conf. 70

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.

4 required categories

Observation / ego video

observation

required

Language intent / task phase

language intent · task phase

required

Action / robot state

actions

required

Feedback / correction / failure

feedback/failure

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

Ego-Exo4D

human_demo

Useful

provisional fit 100 · confidence 60

4 matched · 0 unknown

Open X-Embodiment

Cross-embodiment VLA pretraining

Useful

provisional fit 88 · confidence 45

3 matched · 1 unknown

DROID

teleoperation

Useful

provisional fit 88 · confidence 45

3 matched · 1 unknown

More evidenceShow

Additional data signals

Sim-real / embodiment metadata

Descriptive model record

useful

Additional decision dimensions

Access and governanceUnknown

License or access terms are not verified.

— · c20

Training data requirementsUseful

Required signal categories are structured; exact tensor and action interfaces still need verification.

76 · c70

Deployment readinessUnknown

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

— · c10

Artifact facts

release_year: official_claim; 2025; curated official source year
model.required_signals: official_claim; observation · language intent · task phase · actions · feedback/failure; Official model documentation and curated signal mapping
release_timing: official_claim; 2025; Official model project or paper year

Additional references

Official postPost

OpenBot notes

Keep availability distinct from Gemini Robotics On-Device and ER releases.

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