Scroll Happy Emotion — Student (efficientnet_b2)
EfficientNet student distilled from Hume teacher labels on
aussiegingersnap2/scroll-happy-emotion.
Predicts continuous probabilities for 48 emotions, 36 FACS AUs, and 27 facial descriptions from a single face crop.
Eval (held-out creators)
| Metric | Value |
|---|---|
| Mean row Spearman (emotions) | 0.7981 |
| Mean row Spearman (FACS) | 0.8919 |
| Mean row Spearman (descriptions) | 0.6896 |
| Top-1 emotion vs teacher | 0.3678 |
| Top-3 emotion recall vs teacher | 0.6356 |
| Dead emotion dims (val pred std < 1e-3) | 0/48 |
| Val rows | 15,896 |
Trackio run: v0.3e-bias-w1p5-seed-101 in project scroll-happy-emotion.
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Evaluation results
- Mean row Spearman (emotions) on scroll-happy-emotion (training_faces, val split)self-reported0.798
- Mean row Spearman (FACS) on scroll-happy-emotion (training_faces, val split)self-reported0.892
- Mean row Spearman (descriptions) on scroll-happy-emotion (training_faces, val split)self-reported0.690
- Top-1 emotion vs teacher argmax on scroll-happy-emotion (training_faces, val split)self-reported0.368