Facial Expression Recognition on SFEW 2.0
61.92AccuracyAPViT
Evaluation Results
| Method | Links | |
|---|---|---|
| APViTFP=Yes2026.03 | 61.92 | |
| FaceCaps2021.09 | 58.5 | |
| T-VPT-MFP=No2026.03 | 58.49 | |
| IPA2LT (LTNet)FP=No2026.03 | 58.29 | |
| CMNetPretrained Dataset=FER20132026.05 | 58.26 | |
| DENetPretrained Dataset=ImageNet2026.05 | 58.03 | |
| POSTER++FP=Yes2026.03 | 57.57 | |
| POSTERFP=Yes2026.03 | 57.34 | |
| GA-FERFP=Yes2026.03 | 57.11 | |
| LDL-ALSG2021.09 | 56.5 | |
| LDL-ALSGPretrained Dataset=AffectNet, RAF2026.05 | 56.5 | |
| AGRASource set=RAF-DB, Backbone=ResNet-502020.08 | 56.43 | |
| EmoDC AMDiTFP=No, cnn=cnc2026.03 | 56.42 | |
| RANFP=Yes2026.03 | 56.4 | |
| RANPretrained Dataset=MS-Celeb-1M2026.05 | 56.4 | |
| EmoDC AMDiTFP=No, cnn=cp2026.03 | 56.19 | |
| LBAN-ILFP=No2026.03 | 55.28 | |
| ECANSource set=RAF-DB 2.0, Backbone=VGGNet2020.08 | 54.34 | |
| ViT + SE2021.09 | 54.29 | |
| ViT+SEPretrained Dataset=FER20132026.05 | 54.29 | |
| RAN2021.09 | 54.19 | |
| CADASource set=RAF-DB, Backbone=ResNet-502020.08 | 53.44 | |
| DAN2021.09 | 53.18 | |
| DANPretrained Dataset=MS-Celeb-1M2026.05 | 53.18 | |
| TDTLN2021.09 | 53.1 | |
| SAFNSource set=RAF-DB, Backbone=ResNet-502020.08 | 52.98 | |
| ETDSource set=RAF-DB, Backbone=ResNet-502020.08 | 52.77 | |
| Island Loss2021.09 | 52.52 | |
| Island lossFP=No2026.03 | 52.52 | |
| ECANSource set=RAF-DB, Backbone=ResNet-502020.08 | 52.29 | |
| SWDSource set=RAF-DB, Backbone=ResNet-502020.08 | 52.06 | |
| AMDiT (cp)Training set=RAF-DB_B2026.03 | 52.06 | |
| JUMBOTSource set=RAF-DB, Backbone=ResNet-502020.08 | 51.97 | |
| APViTTraining set=RAF-DB_B2026.03 | 51.83 | |
| AMDiT (cnc)Training set=RAF-DB_B2026.03 | 51.72 | |
| ResNet-18role=baseline2021.09 | 51.29 | |
| DLP-CNN2021.09 | 51.05 | |
| DLP-CNNFP=No2026.03 | 51.05 | |
| IACNN2021.09 | 50.98 | |
| DTSource set=RAF-DB, Backbone=ResNet-502020.08 | 50.46 | |
| DETNSource set=RAF-DB, Backbone=ResNet-502020.08 | 49.4 | |
| ICIDSource set=RAF-DB, Backbone=ResNet-502020.08 | 48.85 | |
| LPLSource set=RAF-DB, Backbone=ResNet-502020.08 | 48.85 | |
| POSTER++Training set=RAF-DB_B2026.03 | 48.85 | |
| PLFTSource set=RAF-DB, Backbone=ResNet-502020.08 | 48.62 | |
| EmoDC BaseFP=No2026.03 | 48.39 | |
| EmoDC (Base)Training set=RAF-DB_B2026.03 | 48.17 | |
| DETNSource set=RAF-DB, Backbone=Manually designed network2020.08 | 47.55 | |
| FTDNNSource set=RAF-DB, Backbone=ResNet-502020.08 | 47.48 | |
| POSTERTraining set=RAF-DB_B2026.03 | 44.95 | |
| DFASource set=RAF-DB, Backbone=ResNet-502020.08 | 43.07 | |
| GDFERSource set=Six datasets, Backbone=Inception2020.08 | 39.8 |