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Performance Comparison of Representative Methods for Seven-Class FER on the AffectNet Dataset, Measured by Average Accuracy (%)
| Method | Venue | Accuracy (%) |
|---|---|---|
|
| ||
| IPA2LT [263] | ECCV 2018 | 57.31 |
| IPFR [272] | ACM MM 2019 | 57.40 |
| RAN [270] | TIP 2020 | 52.97 |
| SCN [264] | CVPR 2020 | 60.23 |
| DACL [274] | WACV 2021 | 65.20 |
| DMUE [266] | CVPR 2021 | 63.11 |
| KTN [269] | TIP 2021 | 63.97 |
| TranFER [275] | CVPR 2021 | 66.23 |
| Face2Exp [268] | CVPR 2022 | 64.23 |
| ADDL [279] | IJCV 2022 | 66.20 |
| EfficientNet-B2 [277] | TAFFC 2022 | 66.34 |
