SOTAVerified

Explanation Generation

Papers

Showing 121130 of 235 papers

TitleStatusHype
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations0
Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations0
How to Do Human Evaluation: Best Practices for User Studies in NLP0
ICCV23 Visual-Dialog Emotion Explanation Challenge: SEU_309 Team Technical Report0
Implementing Evidential Reasoning in Expert Systems0
Improving Personalized Explanation Generation through Visualization0
Towards Reasoning-Aware Explainable VQA0
A Framework for Generating Explanations from Temporal Personal Health Data0
In Search for a SAT-friendly Binarized Neural Network Architecture0
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations0
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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