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Public evaluation
motor_health_analysis
Evaluates remaining useful life (RUL) estimation accuracy and structural validity of motor telemetry analysis.
Evaluation type
task based
Challenge
Pydantic AI Predictive Motor Maintenance Agent with Vast.ai Model Runtime
Difficulty
Intermediate
Rigor
Unspecified
Evaluation overview
How the linked challenge is judged: tasks, benchmarks, and criteria count.
Tasks
1
Benchmarks
0
Criteria
0
Task templates
Inputs and expected outputs.
Task 1
motor_health_analysis
Evaluates Pydantic AI structured response for motor vibration spectra.
Input format
JSON object with motor_id, peak_acceleration_g, and peak_frequency_hz
Output format
JSON object with health_status, estimated_rul_hours, and bearing_fault_detected