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ResearchFormerly WizWand

Facial Expression Recognition on AffWild2 (test)

72.48AccuracyGReFEL
35.164844.852454.5464.2276Oct 21, 2024Dec 27, 2024Mar 4, 2025May 10, 2025Jul 16, 2025Sep 21, 2025Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GReFELVenue=Current Paper2024.1072.48
POSTER++Venue='232024.1069.18
Tr.FERVenue=ICCV'212024.1068.92
POSTERVenue=IC-W'222024.1067.74
Deviation Learning NetworkStream type=Single-stream, Backbone=Inception-Resnet2025.1167.7
LA-NetVenue=ICCV'232024.1066.76
F2ExpVenue=CVPR'222024.1066.34
L.OFERVenue=ICCV'232024.1066.02
DANVenue=Bioinf.'232024.1065.82
DMUEVenue=CVPR'212024.1063.64
EACVenue=ECCV'222024.1063.54
ARPGNetStream type=Multi-stream, Backbone=Inception-Resnet, Pre-training=FaceNet, DFEW, AffectNet2025.1162.8
RULVenue=NIPS'212024.1062.37
Eff.FaceVenue=AAAI'212024.1062.21
SCNVenue=CVPR'202024.1060.55
RANVenue=TIP'202024.1059.81
ARPGNetStream type=Multi-stream, Backbone=default2025.1154.7
MulTStream type=Multi-stream, Fusion method=standard2025.1153.6
TEMMAStream type=Multi-stream, Fusion method=standard2025.1153.1
HSE-NNStream type=Single-stream, Pre-training=AffectNet2025.1152.1
Two-stageStream type=Single-stream2025.1151.7
PACVTStream type=Multi-stream2025.1151.7
R(2+1)DStream type=Single-stream2025.1151.5
MDANStream type=Single-stream2025.1151
Multi-attentionStream type=Multi-stream, Fusion method=standard2025.1150.8
APViTStream type=Single-stream2025.1149.4
Transformer EncoderStream type=Single-stream, Backbone=IResNet1002025.1147.7
SCAN + CCIStream type=Single-stream2025.1146.5
ResNet (EmotionNet)Stream type=Single-stream, Backbone=ResNet50, Pre-training=EmotionNet2025.1146.2
AM-CNNStream type=Multi-stream2025.1145.9
Former-DFERStream type=Single-stream2025.1144.9
CBAM + BLSTMStream type=Single-stream, Backbone=ResNet1012025.1143.4
MobileNetStream type=Single-stream2025.1136.6