| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Aff-Wild2 (val) | CLIP+TCN | F1-score PAU58 | 46 | 1mo ago | |
| BP4D | Norface | Average F1 Score69.3 | 43 | 1mo ago | |
| FERA17 (test) | Ours | Accuracy93.5 | 33 | 1mo ago | |
| FERA17 (val) | Ours | Accuracy93.3 | 33 | 1mo ago | |
| BP4D+ | Avg F166.8 | 22 | 16d ago | ||
| DISFA | ME-GraphAU | F1 (Frame) AU190 | 21 | 5d ago | |
| BP4D (3-fold cross val) | AUNets | Average F163 | 17 | 1mo ago | |
| BP4D (5-fold cross-val) | SSM | Average Performance68.5 | 14 | 5d ago | |
| GFT (test) | HiVA | F1 Score60.7 | 12 | 1mo ago | |
| BP4D+ (test) | Norface | F1 Score62.6 | 7 | 1mo ago | |
| Emotionet 2017 (test) | MT-VGG | F1 Score0.52 | 2 | 1mo ago | |
| Aff-Wild2 1.0 (test) | MT-VGG-RNN | F1 Score44 | 2 | 1mo ago | |
| UNBC | Enhanced Model | F1 (AU4)9.5 | 1 | 16d ago | |
| GFT | Enhanced Model | F1 (AU1)22.1 | 1 | 16d ago | |
| BP4D+ | Enhanced Model | F1 (AU1)36.8 | 1 | 16d ago | |
| BP4D | Enhanced Model | F1 (AU1)53.7 | 1 | 16d ago |
