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Referring expression generation

Generate referring expressions

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–40 of 84 papers

Title	Date	Tasks	Status	Hype
Perspective-corrected Spatial Referring Expression Generation for Human-Robot Interaction	Apr 4, 2021	DiversityReferring Expression	—Unverified	0
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation	Jan 22, 2021	Question AnsweringReferring Expression	—Unverified	0
Generating Quantified Referring Expressions through Attention-Driven Incremental Perception	Dec 1, 2020	Referring ExpressionReferring expression generation	—Unverified	0
OMEGA : A probabilistic approach to referring expression generation in a virtual environment	Dec 1, 2020	Referring ExpressionReferring expression generation	—Unverified	0
Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training	Dec 1, 2020	DiversityReferring Expression	—Unverified	0
Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities	Dec 1, 2020	DecoderReferring Expression	—Unverified	0
CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation	Dec 1, 2020	ObjectReferring Expression	—Unverified	0
Lessons from Computational Modelling of Reference Production in Mandarin and English	Nov 14, 2020	Referring ExpressionReferring expression generation	—Unverified	0
Fuzzy Logic for Vagueness Management in Referring Expression Generation	Sep 1, 2020	ManagementReferring Expression	—Unverified	0
Toward Forgetting-Sensitive Referring Expression Generationfor Integrated Robot Architectures	Jul 16, 2020	Referring ExpressionReferring expression generation	—Unverified	0

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All datasets ColonINST-v1 (Seen)ColonINST-v1 (Unseen)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ColonGPT (w/ LoRA, w/o extra data)	Accuray	99.96	—	Unverified
2	LLaVA-v1.5 (w/ LoRA, w/ extra data)	Accuray	99.32	—	Unverified
3	LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)	Accuray	99.3	—	Unverified
4	MGM-2B (w/o LoRA, w/ extra data)	Accuray	98.75	—	Unverified
5	LLaVA-v1.5 (w/ LoRA, w/o extra data)	Accuray	98.58	—	Unverified
6	MGM-2B (w/o LoRA, w/o extra data)	Accuray	98.17	—	Unverified
7	MobileVLM-1.7B (w/ LoRA, w/ extra data)	Accuray	97.87	—	Unverified
8	MobileVLM-1.7B (w/o LoRA, w/ extra data)	Accuray	97.78	—	Unverified
9	LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)	Accuray	97.74	—	Unverified
10	LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)	Accuray	97.35	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)	Accuray	70	—	Unverified
2	LLaVA-v1 (w/ LoRA, w/ extra data)	Accuray	46.85	—	Unverified