SOTAVerified

Explanation Generation

Papers

Showing 226235 of 235 papers

TitleStatusHype
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
Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations0
Explainable Restricted Boltzmann Machines for Collaborative Filtering0
Explanation Generation for a Math Word Problem Solver0
Mixed Logical and Probabilistic Reasoning for Planning and Explanation Generation in Robotics0
Implementing Evidential Reasoning in Expert Systems0
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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