SOTAVerified

Explanation Generation

Papers

Showing 101110 of 235 papers

TitleStatusHype
LLMRec: Benchmarking Large Language Models on Recommendation TaskCode1
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for ExplainabilityCode0
Explaining Competitive-Level Programming Solutions using LLMs0
Effects of Explanation Specificity on Passengers in Autonomous Driving0
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationCode1
Towards Explainable Conversational Recommender SystemsCode1
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning ArchitectureCode0
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language ModelsCode1
Explaining black box text modules in natural language with language modelsCode1
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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