SOTAVerified

Explanation Generation

Papers

Showing 171180 of 235 papers

TitleStatusHype
Quantifying Relational Exploration in Cultural Heritage Knowledge Graphs with LLMs: A Neuro-Symbolic Approach0
Formal Semantic Geometry over Transformer-based Variational AutoEncoder0
Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations0
A Deep Generative XAI Framework for Natural Language Inference Explanations Generation0
Reasoning About Persuasion: Can LLMs Enable Explainable Propaganda Detection?0
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models0
RecMind: Large Language Model Powered Agent For Recommendation0
Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation0
Augmenting the Veracity and Explanations of Complex Fact Checking via Iterative Self-Revision with LLMs0
A Transparency Paradox? Investigating the Impact of Explanation Specificity and Autonomous Vehicle Perceptual Inaccuracies on Passengers0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VLIS (Lynx)Accuracy80Unverified
2VLIS (LLaVA)Accuracy73Unverified
3Ground-truth Caption -> GPT3 (Oracle)Human (%)68Unverified
4Predicted Caption -> GPT3Human (%)33Unverified
5BLIP2 FlanT5-XXL (Fine-tuned)Human (%)27Unverified
6BLIP2 FlanT5-XL (Fine-tuned)Human (%)15Unverified
7BLIP2 FlanT5-XXL (Zero-shot)Human (%)0Unverified
#ModelMetricClaimedVerifiedStatus
1PJ-XB487.4Unverified
2FMB478.8Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating85.7Unverified
2OFA-X-MTHuman Explanation Rating80.4Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-X-MTHuman Explanation Rating77.3Unverified
2OFA-XHuman Explanation Rating68.9Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating89.5Unverified
2OFA-X-MTHuman Explanation Rating87.8Unverified