Pain Classification on Dementia benchmark leaderboard · SOTA2 Research

Pain Classification on Dementia

0.74F1 (frame)Second rater

Evaluation Results

Method
Second rater2021.01	0.74	0.77	0.82	0.87
Pairwise (ours)2021.01	0.3	0.35	0.36	0.64
Pairwise w/ contrastive training (ours)2021.01	0.3	0.38	0.42	0.63
AFAR (mean subtracted)2021.01	0.23	0.27	0.35	0.52
AFAR2021.01	0.2	0.28	0.45	0.58
VGG16+LSTM2021.01	0.19	0.24	0.23	0.43
OpenFace2021.01	0.18	0.21	0.36	0.64
SVR with DCT features2021.01	0.14	0.22	0.32	0.47