benchmarks / competitors /pyafar_accuracy_disfaplus.json
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{
"model": "pyafar",
"date": "2026-06-06T15:27:29.148807",
"host": "liquidswords2",
"dataset": "disfaplus",
"n_frames_scored": 57150,
"n_trials": 641,
"predicted_aus": [
"AU01",
"AU02",
"AU04",
"AU06",
"AU12",
"AU15",
"AU17"
],
"missing_aus": [
"AU05",
"AU09",
"AU20",
"AU25",
"AU26"
],
"per_au_f1": {
"AU01": 0.0031,
"AU02": 0.398,
"AU04": 0.0,
"AU06": 0.6067,
"AU12": 0.5483,
"AU15": 0.1257,
"AU17": 0.1364
},
"mean_f1_7au": 0.2597,
"occ_threshold": 0.5,
"occ_prob_inverted": false,
"occ_prob_gt_corr": 0.3533,
"truth_threshold": 2.0,
"license": "non-commercial (PyAFAR)",
"note": "PyAFAR adult occurrence on DISFA+ (held-out). Video-only API: aligned crops re-assembled into per-trial mp4s, PyAFAR's own MediaPipe+dlib pipeline. Only 7 of 12 DISFA AUs overlap PyAFAR's adult set. F1: occ prob >=0.5 vs truth intensity >=2."
}