SOTAVerified

Explanation Generation

Papers

Showing 221230 of 235 papers

TitleStatusHype
Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation0
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions0
Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph0
Online Explanation Generation for Human-Robot Teaming0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention0
Progressive Explanation Generation for Human-robot Teaming0
Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions0
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations0
Plan Explanations as Model Reconciliation -- An Empirical Study0
Balancing Explicability and Explanation in Human-Aware Planning0
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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