Facial Expression Recognition on AFEW 8.0 (test)
55.17AccuracyNoisy Student Training
Evaluation Results
| Method | Links | |
|---|---|---|
| Noisy Student Trainingiter. training=true2020.08 | 55.17 | |
| VGG-Face + BLSTMYear=20182020.08 | 53.91 | |
| Noisy Student Trainingiter. training=false2020.08 | 52.49 | |
| DenseNet-161Model type=Static2019.06 | 51.44 | |
| DenseNet-161Year=20182020.08 | 51.44 | |
| FANModel type=Static2019.06 | 51.18 | |
| FANYear=20192020.08 | 51.18 | |
| FAN w/o Relation-attentionModel type=Static2019.06 | 50.92 | |
| ResNet-18Year=20182020.08 | 49.7 | |
| VGG-FaceYear=20192020.08 | 49 | |
| Score fusion (baseline)Model type=Static2019.06 | 48.82 | |
| VGGFace + Undirectional LSTMModel type=Dynamic2019.06 | 48.6 | |
| VGG-Face + LSTMYear=20172020.08 | 48.6 | |
| DSN-VGGFaceModel type=Static2019.06 | 48.04 | |
| DSN-VGGFaceYear=20182020.08 | 48.04 | |
| DSN-HoloNetModel type=Static2019.06 | 46.47 | |
| DSN-HoloNetYear=20172020.08 | 46.47 | |
| CNN-RNNModel type=Dynamic2019.06 | 45.43 | |
| CNN-RNNYear=20162020.08 | 45.43 | |
| HoloNetModel type=Static2019.06 | 44.57 |