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FaceFill

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FaceFill
File size: 1,872 Bytes
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{
  "loss": -0.270650763217717,
  "mae_mean": 0.07525657350226833,
  "mae_per_morph": {
    "eyeBlinkLeft": 0.06987516691020862,
    "eyeBlinkRight": 0.06888288799163005,
    "eyeSquintLeft": 0.1289079342990025,
    "eyeSquintRight": 0.10251996431590442,
    "eyeWideLeft": 0.021121998027298753,
    "eyeWideRight": 0.02907926433533997,
    "browDownLeft": 0.016598441486021496,
    "browDownRight": 0.01722284220198922,
    "browInnerUp": 0.1508742139208353,
    "browOuterUpLeft": 0.09600114416688273,
    "browOuterUpRight": 0.12673845086983848
  },
  "mae_groups": {
    "blink": 0.06937902745091934,
    "squint": 0.11571394930745346,
    "wide": 0.02510063118131936,
    "brow_down": 0.016910641844005356,
    "brow_up": 0.12453793631918551
  },
  "pearson_per_morph": {
    "eyeBlinkLeft": 0.7453276415821082,
    "eyeBlinkRight": 0.6888304890769676,
    "eyeSquintLeft": 0.8038703414783854,
    "eyeSquintRight": 0.78358740158809,
    "eyeWideLeft": 0.6692869067921419,
    "eyeWideRight": 0.6514029539266546,
    "browDownLeft": 0.9166941237147277,
    "browDownRight": 0.9165265760822071,
    "browInnerUp": 0.9308003032171192,
    "browOuterUpLeft": 0.9551331834288482,
    "browOuterUpRight": 0.9576431897440126
  },
  "pearson_mean": 0.8199184646028421,
  "velocity_mae": 0.008077342975108573,
  "freeze_rate": 0.002379235760634463,
  "blink_onset": {
    "precision": 0.5710382513661202,
    "recall": 1.0,
    "f1": 0.7269565217391305
  },
  "baseline_hold_mae": 0.03263168485375912,
  "baseline_neutral_mae": 0.17193665852149329,
  "frames_supervised": 42048,
  "eval_seconds": 16.188790458,
  "approx_fps": 2597.3527861200514,
  "mode": "autoregressive",
  "checkpoint": "artifacts/model/best.pt",
  "split": "test",
  "windows": 438,
  "device": "mps",
  "latency": {
    "step_ms": 1.477977920000004,
    "fps": 676.6000942693361,
    "steps": 200
  }
}