SOTAVerified

Referring expression generation

Generate referring expressions

Papers

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Showing 41–50 of 84 papers

TitleStatusHype
Lessons from Computational Modelling of Reference Production in Mandarin and English—0
Building Multimodal Simulations for Natural Language—0
Meteorologists and Students: A resource for language grounding of geographical descriptors—0
Augmenting Robot Knowledge Consultants with Distributed Short Term Memory—0
Assessing Neural Referential Form Selectors on a Realistic Multilingual Dataset—0
A Predictive Model for Notional Anaphora in English—0
An Incremental Iterated Response Model of Pragmatics—0
MuDoCo: Corpus for Multidomain Coreference Resolution and Referring Expression Generation—0
An Empirical Approach for Modeling Fuzzy Geographical Descriptors—0
Adapting Descriptions of People to the Point of View of a Moving Observer—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