SOTAVerified

Referring expression generation

Generate referring expressions

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–60 of 84 papers

TitleStatusHype
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach—0
Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities—0
A case study on context-bound referring expression generation—0
Semi-automatic definite description annotation: a first report—0
SemScribe: Natural Language Generation for Medical Reports—0
Squib: Effects of Cognitive Effort on the Resolution of Overspecified Descriptions—0
The Methodius Corpus of Rhetorical Discourse Structures and Generated Texts—0
Statistical NLG for Generating the Content and Form of Referring Expressions—0
The WebNLG Challenge: Generating Text from RDF Data—0
Toward Forgetting-Sensitive Referring Expression Generationfor Integrated Robot Architectures—0
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All datasetsColonINST-v1 (Seen)ColonINST-v1 (Unseen)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ColonGPT (w/ LoRA, w/o extra data)Accuray99.96—Unverified
2LLaVA-v1.5 (w/ LoRA, w/ extra data)Accuray99.32—Unverified
3LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)Accuray99.3—Unverified
4MGM-2B (w/o LoRA, w/ extra data)Accuray98.75—Unverified
5LLaVA-v1.5 (w/ LoRA, w/o extra data)Accuray98.58—Unverified
6MGM-2B (w/o LoRA, w/o extra data)Accuray98.17—Unverified
7MobileVLM-1.7B (w/ LoRA, w/ extra data)Accuray97.87—Unverified
8MobileVLM-1.7B (w/o LoRA, w/ extra data)Accuray97.78—Unverified
9LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)Accuray97.74—Unverified
10LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)Accuray97.35—Unverified
#ModelMetricClaimedVerifiedStatus
1LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)Accuray70—Unverified
2LLaVA-v1 (w/ LoRA, w/ extra data)Accuray46.85—Unverified