Datasets:
id stringclasses 6
values | track_segment stringclasses 6
values | telemetry_summary stringclasses 6
values | driver_input_signature stringclasses 6
values | car_response_signature stringclasses 6
values | resonance_score float64 0.57 0.92 | phase_lock_index float64 0.54 0.9 | latency_match_index float64 0.5 0.88 | control_smoothness_ratio float64 0.58 0.91 | response_gain_stability float64 0.52 0.89 | notes stringclasses 6
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
IRR-001 | high-speed sweep | smooth steer; steady throttle | low_correction;steady_inputs | predictable_yaw;stable_aero | 0.92 | 0.9 | 0.88 | 0.91 | 0.89 | Driver in phase with car | Telemetry only. | scores |
IRR-002 | braking zone | brake oscillation; steer correction | brake_modulation_noise | delayed_rotation;front_lock_hint | 0.61 | 0.58 | 0.55 | 0.6 | 0.57 | Driver fighting response lag | Telemetry only. | scores |
IRR-003 | chicane | rapid left-right inputs | high_frequency_steer | aero_load_discontinuity | 0.64 | 0.62 | 0.59 | 0.66 | 0.6 | Partial phase lock | Telemetry only. | scores |
IRR-004 | hairpin entry | late brake; quick steer | impulsive_inputs | rear_step_then_catch | 0.57 | 0.54 | 0.5 | 0.58 | 0.52 | Low resonance | Telemetry only. | scores |
IRR-005 | sector 3 flow | consistent rhythm | repeatable_inputs | repeatable_response | 0.85 | 0.83 | 0.8 | 0.84 | 0.82 | Good coupling | Telemetry only. | scores |
IRR-006 | straight entry | throttle jitter | micro_oscillation | small_yaw_oscillation | 0.7 | 0.68 | 0.65 | 0.69 | 0.66 | Minor mismatch | Telemetry only. | scores |
What this dataset tests
Whether a system can estimate
driver-car coupling resonance.
Focus
Phase lock
latency match
input smoothness
response gain stability
Required outputs
- resonance score
- phase lock index
- latency match index
- control smoothness ratio
- response gain stability
All scores
0 to 1
Higher
means better coupling.
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