Visual Social Relationship Recognition on PIPA

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	SocialGPT	66.7	No	SocialGPT: Prompting LLMs for Social Relation Re...	2024-10-28	Code
2	GR2N	64.3	No	Graph-Based Social Relation Reasoning	2020-07-15	Code
3	GRM	62.3	No	Deep Reasoning with Knowledge Graph for Social R...	2018-07-02	Code
4	Dual-Glance	59.6	No	Dual-Glance Model for Deciphering Social Relatio...	2017-08-02	Code
5	Pair CNN	58	No	Dual-Glance Model for Deciphering Social Relatio...	2017-08-02	Code
6	All attributes + SVM	57.2	No	A Domain Based Approach to Social Relation Recog...	2017-04-21	Code

#1SocialGPTSOTA
66.7
Accuracy· 2024-10-28
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Code
#2GR2NSOTA
64.3
Accuracy· 2020-07-15
Graph-Based Social Relation Reasoning Code
#3GRMSOTA
62.3
Accuracy· 2018-07-02
Deep Reasoning with Knowledge Graph for Social Relationship Understanding Code
#4Dual-GlanceSOTA
59.6
Accuracy· 2017-08-02
Dual-Glance Model for Deciphering Social Relationships Code
#5Pair CNN
58
Accuracy· 2017-08-02
Dual-Glance Model for Deciphering Social Relationships Code
#6All attributes + SVMSOTA
57.2
Accuracy· 2017-04-21
A Domain Based Approach to Social Relation Recognition Code