SOTAVerified

Referring expression generation

Generate referring expressions

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 71–80 of 84 papers

TitleStatusHype
Statistical NLG for Generating the Content and Form of Referring Expressions—0
The Methodius Corpus of Rhetorical Discourse Structures and Generated Texts—0
The WebNLG Challenge: Generating Text from RDF Data—0
DisCLIP: Open-Vocabulary Referring Expression Generation—0
Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs—0
Decoupling Pragmatics: Discriminative Decoding for Referring Expression Generation—0
Decoding Strategies for Neural Referring Expression Generation—0
Toward Forgetting-Sensitive Referring Expression Generationfor Integrated Robot Architectures—0
Towards Situated Dialogue: Revisiting Referring Expression Generation—0
Exploring the Behavior of Classic REG Algorithms in the Description of Characters in 3D Images—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