SOTAVerified

Explanation Generation

Papers

Showing 211220 of 235 papers

TitleStatusHype
QED: A Framework and Dataset for Explanations in Question AnsweringCode1
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems0
Explanation Generation for Multi-Modal Multi-Agent Path Finding with Optimal Resource Utilization using Answer Set Programming0
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks0
Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action RulesCode0
In Search for a SAT-friendly Binarized Neural Network Architecture0
Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming0
A Framework for Generating Explanations from Temporal Personal Health Data0
`Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation0
Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation0
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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