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ResearchFormerly WizWand

Facial Expression Recognition on ExpW

73.48AccuracyAPViT
46.325653.375360.42567.4747Aug 3, 2020Apr 8, 2021Dec 13, 2021Aug 19, 2022Apr 25, 2023Dec 30, 2023Sep 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
APViT2022.1273.48
SchiNet2022.1273.1
PAT-Res101 + attrBackbone=ResNet-101, Features=Attribute2022.1272.93
Pham et al.Features=Action unit2022.1272.84
Lian et al.2022.1271.9
DCN + APModule=AP2022.1270.06
PLFTSource set=RAF-DB, Backbone=ResNet-502020.0869.81
ICIDSource set=RAF-DB, Backbone=ResNet-502020.0869.54
PAT-Res101Backbone=ResNet-1012022.1269.29
AGRASource set=RAF-DB, Backbone=ResNet-502020.0868.5
SWDSource set=RAF-DB, Backbone=ResNet-502020.0868.35
ExpLLMYear=ours, Training dataset=RAF-DB2024.0968.13
ETDSource set=RAF-DB, Backbone=ResNet-502020.0867.82
FTDNNSource set=RAF-DB, Backbone=ResNet-502020.0867.72
DTSource set=RAF-DB, Backbone=ResNet-502020.0867.45
LPLSource set=RAF-DB, Backbone=ResNet-502020.0866.9
Baseline DCN2022.1265.06
SAFNSource set=RAF-DB, Backbone=ResNet-502020.0864.91
FaRLYear=CVPR 22, Training dataset=RAF-DB, reproduced_using_official_codes=true2024.0964.45
JUMBOTSource set=RAF-DB, Backbone=ResNet-502020.0863.69
CADASource set=RAF-DB, Backbone=ResNet-502020.0863.15
HOG + SVM2022.1260.66
Ada-DFYear=ICASSP'23, Training dataset=RAF-DB2024.0959.59
DFASource set=RAF-DB, Backbone=ResNet-502020.0856.86
DANYear=Biomimetics'23, Training dataset=RAF-DB2024.0955.78
DETNSource set=RAF-DB, Backbone=ResNet-502020.0847.58
ECANSource set=RAF-DB, Backbone=ResNet-502020.0847.37