Referring Expression Segmentation on RefCOCO

Metric: IoU (higher is better)

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#	Model↕	IoU▼	Extra Data	Paper	Date↕	Code
1	DETRIS	81	No	Densely Connected Parameter-Efficient Tuning for...	2025-01-15	Code
2	GLEE-Pro	80	Yes	General Object Foundation Model for Images and V...	2023-12-14	Code
3	EVP	77.61	No	EVP: Enhanced Visual Perception using Inverse Mu...	2023-12-13	Code
4	ETRIS	71.06	No	Bridging Vision and Language Encoders: Parameter...	2023-07-21	Code

#1DETRISSOTA
81
IoU· 2025-01-15
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation Code
#2GLEE-ProSOTA
80
IoU· Extra Data· 2023-12-14
General Object Foundation Model for Images and Videos at Scale Code
#3EVPSOTA
77.61
IoU· 2023-12-13
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment Code
#4ETRISSOTA
71.06
IoU· 2023-07-21
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Code