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ResearchFormerly WizWand

Facial Expression Recognition on AffectNet 7 classes

68.14AccuracyLaCoVL-FER
40.47647.65854.8462.022Sep 15, 2021Jun 27, 2022Apr 9, 2023Jan 20, 2024Nov 1, 2024Aug 14, 2025May 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LaCoVL-FERYear=2026, Vision Backbone=CLIP-ViT-B/162026.0568.14
TPRDYear=TAC25, Vision Backbone=CLIP-ViT-B/162026.0568
QCSYear=AAAI25, Vision Backbone=IR50+ViT2026.0567.94
MMPL-FERYear=IF26, Vision Backbone=CLIP-ViT-B/322026.0567.69
DCSYear=AAAI25, Vision Backbone=IR50+ViT2026.0567.66
ICoCOYear=TAC26, Vision Backbone=CLIP-ViT-B/162026.0567.66
AUNetYear=KBS26, Vision Backbone=ResNet-182026.0567.51
POSTER++Year=PR25, Vision Backbone=IR50+ViT2026.0567.49
POSTERYear=ICCV23, Vision Backbone=IR50+ViT2026.0567.31
CEPromptYear=TCSVT24, Vision Backbone=CLIP-ViT-B/162026.0567.29
APViTYear=TAC22, Vision Backbone=IR50+ViT-S2026.0566.91
MRANYear=TCSVT23, Vision Backbone=ResNet-182026.0566.31
CLIPERYear=ICME24, Vision Backbone=CLIP-ViT-B/162026.0566.29
TransFERYear=ICCV21, Vision Backbone=IR50+ViT-S2026.0566.23
SOFTYear=ECCV22, Vision Backbone=ResNet-182026.0566.13
ExpLLMYear=TMM25, Vision Backbone=ViT-L/142026.0565.93
VLCAYear=ESWA25, Vision Backbone=CLIP-ViT-B/322026.0565.84
PIDVITYear=TAC22, Vision Backbone=ViT2026.0565.8
DAN2021.0965.69
CMNetClasses=72026.0565.63
Age Guided AttentionMethodology=Age Guided Attention2026.0565.57
EACTest configuration=7 classes, Backbone=ResNet-182022.0765.32
EACClasses=72026.0565.32
EACYear=ECCV22, Vision Backbone=ResNet-182026.0565.32
DACLTest configuration=7 classes2022.0765.2
NHGYear=PR26, Vision Backbone=ResNet-182026.0565.14
FG-AGRClasses=72026.0564.91
FG-AGRYear=TCSVT23, Vision Backbone=ResNet-182026.0564.91
MMATrans+Classes=72026.0564.89
VTFFYear=TAC21, Vision Backbone=ResNet18+ViT-B2026.0564.8
MVIT2021.0964.57
MA-NetClasses=72026.0564.53
Meta-Face2ExpClasses=72026.0564.23
LAENet-SAClasses=72026.0564.09
KTNTest configuration=7 classes2022.0763.97
KTNClasses=72026.0563.97
EfficientFace2021.0963.7
DLNClasses=72026.0563.7
EfficientFaceClasses=72026.0563.7
EfficientFaceYear=AAAI21, Vision Backbone=ResNet-502026.0563.7
DMUE2022.0762.84
DMUEYear=CVPR21, Vision Backbone=ResNet-182026.0562.84
AMGSNYear=PR26, Vision Backbone=ViT-B/162026.0562.83
DDA-Loss2021.0962.34
OADN2021.0961.89
RUL2022.0761.43
FMPN2021.0961.25
DENetClasses=72026.0560.94
SCN2022.0760.23
VGG-FACEBackbone=VGG2021.0960
FE-SpikeFormerClasses=72026.0559.9
RAN2022.0759.5
RANYear=TIP20, Vision Backbone=ResNet-182026.0559.5
LDL-ALSG2021.0959.35
Separate-Loss2021.0958.89
gCNNClasses=72026.0558.78
IPA2LTTraining protocol=trained with both AffectNet and RAF-DB2022.0757.31
ResNet-18Backbone=ResNet-182021.0956.97
ExpLLMYear=ours, Training dataset=RAF-DB2024.0951.86
FaRLYear=CVPR 22, Training dataset=RAF-DB, reproduced_using_official_codes=true2024.0949.33
Ada-DFYear=ICASSP'23, Training dataset=RAF-DB2024.0946.18
Exp-CLIPYear=arxiv'24, Training dataset=RAF-DB, zero-shot visual language model=true2024.0944.27
DANYear=Biomimetics'23, Training dataset=RAF-DB2024.0941.54