SOTAVerified

Referring expression generation

Generate referring expressions

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–84 of 84 papers

TitleStatusHype
The Methodius Corpus of Rhetorical Discourse Structures and Generated Texts—0
Towards Situated Dialogue: Revisiting Referring Expression Generation—0
Learning Distributions over Logical Forms for Referring Expression Generation—0
Justifying Corpus-Based Choices in Referring Expression Generation—0
Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures—0
Gera \~ao de Express\~oes de Refer\^encia usando Rela \~oes Espaciais (Referring Expression Generation Using Spatial Relations) [in Portuguese]—0
On The Feasibility of Open Domain Referring Expression Generation Using Large Scale Folksonomies—0
Learning Preferences for Referring Expression Generation: Effects of Domain, Language and Algorithm—0
SemScribe: Natural Language Generation for Medical Reports—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