SOTAVerified

Explanation Generation

Papers

Showing 2130 of 235 papers

TitleStatusHype
Explaining Patterns in Data with Language Models via Interpretable AutopromptingCode1
Faithfully Explainable Recommendation via Neural Logic ReasoningCode1
Explainable Automated Fact-Checking for Public Health ClaimsCode1
CLEVR-X: A Visual Reasoning Dataset for Natural Language ExplanationsCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
LLM4Vis: Explainable Visualization Recommendation using ChatGPTCode1
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationCode1
OCTET: Object-aware Counterfactual ExplanationsCode1
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-CheckingCode1
Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual ExplanationsCode1
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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