SOTAVerified

Explanation Generation

Papers

Showing 161170 of 235 papers

TitleStatusHype
`Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation0
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks0
XAI Benchmark for Visual Explanation0
YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU0
Graph-Guided Textual Explanation Generation Framework0
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification0
Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation0
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations0
Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations0
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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