SOTAVerified

Referring expression generation

Generate referring expressions

Papers

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Showing 51–60 of 84 papers

TitleStatusHype
Generating Texts with Integer Linear Programming—0
An Incremental Iterated Response Model of Pragmatics—0
Meteorologists and Students: A resource for language grounding of geographical descriptors—0
NeuralREG: An end-to-end approach to referring expression generationCode0
Reference production in human-computer interaction: Issues for Corpus-based Referring Expression Generation—0
Referring Expression Generation in time-constrained communication—0
A Predictive Model for Notional Anaphora in English—0
Semi-automatic definite description annotation: a first report—0
Referring Expression Generation and Comprehension via Attributes—0
Refer-iTTS: A System for Referring in Spoken Installments to Objects in Real-World 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