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ResearchFormerly WizWand

Facial Expression Recognition on FERPlus

93.09AccuracyARBEx
79.237282.833686.4390.0264Jul 21, 2022Mar 11, 2023Oct 30, 2023Jun 19, 2024Feb 7, 2025Sep 28, 2025May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ARBEx2023.0593.09
POSTER++2023.0592.28
LaCoVL-FERYear=2026, Vision Backbone=CLIP-ViT-B/162026.0591.79
POSTER2023.0591.62
POSTERYear=ICCV23, Vision Backbone=IR50+ViT2026.0591.62
MMPL-FERYear=IF26, Vision Backbone=CLIP-ViT-B/322026.0591.49
DCSYear=AAAI25, Vision Backbone=IR50+ViT2026.0591.41
QCSYear=AAAI25, Vision Backbone=IR50+ViT2026.0591.41
FG-AGRYear=TCSVT23, Vision Backbone=ResNet-182026.0591.09
TPRDYear=TAC25, Vision Backbone=CLIP-ViT-B/162026.0591.01
APViTYear=TAC22, Vision Backbone=IR50+ViT-S2026.0590.86
TransFERYear=ICCV21, Vision Backbone=IR50+ViT-S2026.0590.83
AUNetYear=KBS26, Vision Backbone=ResNet-182026.0590.52
KTN2022.0790.49
ICoCOYear=TAC26, Vision Backbone=CLIP-ViT-B/162026.0590.25
EACBackbone=ResNet-182022.0789.64
EACYear=ECCV22, Vision Backbone=ResNet-182026.0589.64
MRANYear=TCSVT23, Vision Backbone=ResNet-182026.0589.59
RANYear=TIP20, Vision Backbone=ResNet-182026.0589.16
NHGYear=PR26, Vision Backbone=ResNet-182026.0588.94
VTFFYear=TAC21, Vision Backbone=ResNet18+ViT-B2026.0588.81
RUL2022.0788.75
DMUE2022.0788.64
DMUEYear=CVPR21, Vision Backbone=ResNet-182026.0588.64
SOFTYear=ECCV22, Vision Backbone=ResNet-182026.0588.6
RAN2022.0788.55
SCN2022.0788.01
SCNYear=CVPR20, Vision Backbone=ResNet-182026.0588.01
EAC (Ours)Noise (%)=10, Backbone=ResNet-182022.0787.03
RUL (NeurIPS21)Noise (%)=10, Backbone=ResNet-182022.0786.93
EAC (Ours)Noise (%)=20, Backbone=ResNet-182022.0786.07
SCN2023.0585.97
PCNN2025.1285.59
EAC (Ours)Noise (%)=30, Backbone=ResNet-182022.0785.44
VGG13+PLDbackbone=VGG132025.1285.35
DICNN2025.1285.29
RUL (NeurIPS21)Noise (%)=20, Backbone=ResNet-182022.0785.05
SCN (CVPR20)Noise (%)=10, Backbone=ResNet-182022.0784.99
VGG13+CELbackbone=VGG132025.1284.96
VGG13+MVbackbone=VGG132025.1284.48
TFE-JL2025.1284.29
RUL (NeurIPS21)Noise (%)=30, Backbone=ResNet-182022.0783.9
RAN2023.0583.63
SCN (CVPR20)Noise (%)=20, Backbone=ResNet-182022.0783.35
BaselineNoise (%)=10, Backbone=ResNet-182022.0783.29
BaselineNoise (%)=20, Backbone=ResNet-182022.0782.34
SCN (CVPR20)Noise (%)=30, Backbone=ResNet-182022.0782.2
BaselineNoise (%)=30, Backbone=ResNet-182022.0779.77