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15.224 14.8.14 Robustez y stress testing

ID Eje Niveles Propiedad a conservar
ROB-01 illumination exposure shift and local shadow calibration and unknown behavior
ROB-02 whiteBalance temperature/tint shift route identity not color-only
ROB-03 motionBlur controlled kernel or measured fast motion boundary uncertainty
ROB-04 defocus optical or synthetic blur quality gate
ROB-05 compression bitrate and codec variation temporal identity
ROB-06 resolution downsample profiles metric coordinate provenance
ROB-07 frameRate subsampling with real timestamps derivative validity
ROB-08 frameDrop random and burst loss missingness mask
ROB-09 timestampJitter controlled nonuniform timing time-based derivatives
ROB-10 cameraShake global motion world/scene stabilization
ROB-11 viewpoint azimuth/elevation/distance shift 3D and occlusion uncertainty
ROB-12 crop body/object out-of-frame out-of-frame state
ROB-13 personOcclusion limb/torso occlusion unknown rather than hallucination
ROB-14 holdOcclusion athlete covers scene object static scene identity
ROB-15 chalkAndWear appearance change geometry over color
ROB-16 backgroundDistractor people and moving objects athlete identity
ROB-17 depthNoise invalid pixels and edge bleed invalid-is-missing
ROB-18 calibrationDrift intrinsic/extrinsic perturbation residual detection and block
ROB-19 forceSensorBias offset/gain/drift sensor QA and uncertainty
ROB-20 sensorDropout one or multiple modalities absent declared lower operating mode
ROB-21 wallAngle slab through roof group reporting
ROB-22 athleteAnthropometry height/reach/body proportions strata normalized and native outputs
ROB-23 movementNovelty held-out class and novel composition open-set rejection
ROB-24 longAttempt duration and repeated similar episodes memory and identity consistency

Las corrupciones se aplican con severidad controlada y siempre se conserva el resultado clean correspondiente. Los benchmarks de corrupciones muestran la necesidad de medir degradación fuera de los datos limpios [P48-R5].

15.224.1 Perturbación válida

Una perturbación debe: - preservar la etiqueta o declarar cuándo deja de preservarla; - registrar parámetros y seed; - no modificar accidentalmente timestamps, calibración o compresión fuera del eje estudiado; - compararse pareadamente contra el mismo intento limpio; - medir tanto error como abstención segura.