3D Face Modelling on AffectNet

Metric: Accuracy (7 emotion) (higher is better)

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#	Model↕	Accuracy (7 emotion)▼	Extra Data	Paper	Date↕	Code
1	ResEmoteNet	72.93	Yes	ResEmoteNet: Bridging Accuracy and Loss Reductio...	2024-09-01	Code
2	QCS	67.94	No	QCS: Feature Refining from Quadruplet Cross Simi...	2024-11-04	Code
3	S2D	67.62	No	From Static to Dynamic: Adapting Landmark-Aware ...	2023-12-09	Code
4	BTN	67.6	No	Batch Transformer: Look for Attention in Batch	2024-07-05	-
5	POSTER++	67.49	No	POSTER++: A simpler and stronger facial expressi...	2023-01-28	Code
6	EmoNeXt	67.46	No	-	-	Code
7	DDAMFN++	67.36	No	-	-	Code
8	DDAMFN	67.03	No	-	-	Code
9	CAGE	66.6	No	CAGE: Circumplex Affect Guided Expression Infere...	2024-04-23	Code
10	LFNSB	66.57	No	-	-	Code
11	EmoAffectNet	66.49	Yes	-	-	Code
12	Emotion-GCN	66.46	No	Exploiting Emotional Dependencies with Graph Con...	2021-06-07	Code
13	Multi-task EfficientNet-B2	66.29	No	-	-	Code
14	ExpLLM	65.93	No	ExpLLM: Towards Chain of Thought for Facial Expr...	2024-09-04	Code
15	Multi-task EfficientNet-B0	65.74	Yes	Facial expression and attributes recognition bas...	2021-03-31	Code
16	DAN	65.69	No	Distract Your Attention: Multi-head Cross Attent...	2021-09-15	Code
17	Distilled student	65.4	Yes	Leveraging Recent Advances in Deep Learning for ...	2021-03-16	-
18	FaceBehaviorNet	65.4	Yes	Distribution Matching for Heterogeneous Multi-Ta...	2021-05-08	-
19	Ada-DF	65.34	No	-	-	Code
20	EAC	65.32	No	Learn From All: Erasing Attention Consistency fo...	2022-07-21	Code
21	PAENet	65.29	Yes	-	-	Code
22	DACL	65.2	No	-	-	Code
23	FerNeXt	64.77	No	-	-	Code
24	MA-Net	64.53	No	-	-	Code
25	EfficientFace	63.7	No	-	-	Code
26	CPG	63.57	Yes	Compacting, Picking and Growing for Unforgetting...	2019-10-15	Code
27	Ad-Corre	63.36	No	-	-	Code
28	CNNs and BOVW + local SVM	63.31	No	Local Learning with Deep and Handcrafted Feature...	2018-04-29	-
29	CAKE	61.7	No	CAKE: Compact and Accurate K-dimensional represe...	2018-07-30	-
30	Facial Motion Prior Network	61.52	No	Facial Motion Prior Networks for Facial Expressi...	2019-02-23	Code