SOTAVerified

Explanation Generation

Papers

Showing 91100 of 235 papers

TitleStatusHype
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology0
Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions0
Diagnostics-Guided Explanation Generation0
Generate Natural Language Explanations for Recommendation0
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations0
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering0
Fine-tuning BERT with Focus Words for Explanation Regeneration0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention0
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards0
Explaining Competitive-Level Programming Solutions using LLMs0
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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