SOTAVerified

Explanation Generation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 235 papers

TitleStatusHype
Improving Personalized Explanation Generation through Visualization—0
Towards Reasoning-Aware Explainable VQA—0
A Framework for Generating Explanations from Temporal Personal Health Data—0
In Search for a SAT-friendly Binarized Neural Network Architecture—0
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations—0
Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation—0
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts—0
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term—0
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks—0
Causal Screening to Interpret Graph Neural Networks—0
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes—0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks—0
Truth Table Deep Convolutional Neural Network, A New SAT-Encodable Architecture - Application To Complete Robustness—0
XAI Benchmark for Visual Explanation—0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images—0
LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation—0
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection—0
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models—0
Towards LLM-guided Causal Explainability for Black-box Text Classifiers—0
LLMs for Coding and Robotics Education—0
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs—0
M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems—0
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes—0
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives—0
Mixed Logical and Probabilistic Reasoning for Planning and Explanation Generation in Robotics—0
Show:102550
← PrevPage 6 of 10Next →
All datasetsWHOOPS!CLEVR-Xe-SNLI-VEVCRVQA-X

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VLIS (Lynx)Accuracy80—Unverified
2VLIS (LLaVA)Accuracy73—Unverified
3Ground-truth Caption -> GPT3 (Oracle)Human (%)68—Unverified
4Predicted Caption -> GPT3Human (%)33—Unverified
5BLIP2 FlanT5-XXL (Fine-tuned)Human (%)27—Unverified
6BLIP2 FlanT5-XL (Fine-tuned)Human (%)15—Unverified
7BLIP2 FlanT5-XXL (Zero-shot)Human (%)0—Unverified
#ModelMetricClaimedVerifiedStatus
1PJ-XB487.4—Unverified
2FMB478.8—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating85.7—Unverified
2OFA-X-MTHuman Explanation Rating80.4—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-X-MTHuman Explanation Rating77.3—Unverified
2OFA-XHuman Explanation Rating68.9—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating89.5—Unverified
2OFA-X-MTHuman Explanation Rating87.8—Unverified