SOTAVerified

Explanation Generation

Papers

Showing 111120 of 235 papers

TitleStatusHype
Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts0
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation0
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models0
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term0
Counterfactual Explanation Generation with s(CASP)0
Explaining Interactions Between Text SpansCode0
XAI Benchmark for Visual Explanation0
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence0
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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