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ResearchFormerly WizWand

Facial Expression Recognition on SFEW 2.0

61.92AccuracyAPViT
38.915244.887650.8656.8324Aug 3, 2020Jul 19, 2021Jul 4, 2022Jun 20, 2023Jun 4, 2024May 20, 2025May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
APViTFP=Yes2026.0361.92
FaceCaps2021.0958.5
T-VPT-MFP=No2026.0358.49
IPA2LT (LTNet)FP=No2026.0358.29
CMNetPretrained Dataset=FER20132026.0558.26
DENetPretrained Dataset=ImageNet2026.0558.03
POSTER++FP=Yes2026.0357.57
POSTERFP=Yes2026.0357.34
GA-FERFP=Yes2026.0357.11
LDL-ALSG2021.0956.5
LDL-ALSGPretrained Dataset=AffectNet, RAF2026.0556.5
AGRASource set=RAF-DB, Backbone=ResNet-502020.0856.43
EmoDC AMDiTFP=No, cnn=cnc2026.0356.42
RANFP=Yes2026.0356.4
RANPretrained Dataset=MS-Celeb-1M2026.0556.4
EmoDC AMDiTFP=No, cnn=cp2026.0356.19
LBAN-ILFP=No2026.0355.28
ECANSource set=RAF-DB 2.0, Backbone=VGGNet2020.0854.34
ViT + SE2021.0954.29
ViT+SEPretrained Dataset=FER20132026.0554.29
RAN2021.0954.19
CADASource set=RAF-DB, Backbone=ResNet-502020.0853.44
DAN2021.0953.18
DANPretrained Dataset=MS-Celeb-1M2026.0553.18
TDTLN2021.0953.1
SAFNSource set=RAF-DB, Backbone=ResNet-502020.0852.98
ETDSource set=RAF-DB, Backbone=ResNet-502020.0852.77
Island Loss2021.0952.52
Island lossFP=No2026.0352.52
ECANSource set=RAF-DB, Backbone=ResNet-502020.0852.29
SWDSource set=RAF-DB, Backbone=ResNet-502020.0852.06
AMDiT (cp)Training set=RAF-DB_B2026.0352.06
JUMBOTSource set=RAF-DB, Backbone=ResNet-502020.0851.97
APViTTraining set=RAF-DB_B2026.0351.83
AMDiT (cnc)Training set=RAF-DB_B2026.0351.72
ResNet-18role=baseline2021.0951.29
DLP-CNN2021.0951.05
DLP-CNNFP=No2026.0351.05
IACNN2021.0950.98
DTSource set=RAF-DB, Backbone=ResNet-502020.0850.46
DETNSource set=RAF-DB, Backbone=ResNet-502020.0849.4
ICIDSource set=RAF-DB, Backbone=ResNet-502020.0848.85
LPLSource set=RAF-DB, Backbone=ResNet-502020.0848.85
POSTER++Training set=RAF-DB_B2026.0348.85
PLFTSource set=RAF-DB, Backbone=ResNet-502020.0848.62
EmoDC BaseFP=No2026.0348.39
EmoDC (Base)Training set=RAF-DB_B2026.0348.17
DETNSource set=RAF-DB, Backbone=Manually designed network2020.0847.55
FTDNNSource set=RAF-DB, Backbone=ResNet-502020.0847.48
POSTERTraining set=RAF-DB_B2026.0344.95
DFASource set=RAF-DB, Backbone=ResNet-502020.0843.07
GDFERSource set=Six datasets, Backbone=Inception2020.0839.8