SOTAVerified

Explanation Generation

Papers

Showing 121130 of 235 papers

TitleStatusHype
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
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis0
Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming0
Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios0
Parameterized Explanations for Investor / Company Matching0
Plan Explanations as Model Reconciliation -- An Empirical Study0
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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