SOTAVerified

Explanation Generation

Papers

Showing 101125 of 235 papers

TitleStatusHype
Coherency Improved Explainable Recommendation via Large Language Model0
Counterfactual Explanation Generation with s(CASP)0
Counterfactual Explanations for Predictive Business Process Monitoring0
CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations0
Creating an Explainable Intrusion Detection System Using Self Organizing Maps0
Diagnostics-Guided Explanation Generation0
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering0
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards0
Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems0
Effects of Explanation Specificity on Passengers in Autonomous Driving0
Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples)0
EGCR: Explanation Generation for Conversational Recommendation0
LLMs for Coding and Robotics Education0
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs0
Accelerating Anchors via Specialization and Feature Transformation0
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes0
Mixed Logical and Probabilistic Reasoning for Planning and Explanation Generation in Robotics0
Motif-guided Time Series Counterfactual Explanations0
Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models0
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation0
Not all users are the same: Providing personalized explanations for sequential decision making problems0
On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios0
Online Explanation Generation for Human-Robot Teaming0
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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