SOTAVerified

Explanation Generation

Papers

Showing 8190 of 235 papers

TitleStatusHype
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMsCode1
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question AnsweringCode1
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
VLIS: Unimodal Language Models Guide Multimodal Language GenerationCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
XAI Benchmark for Visual Explanation0
LLM4Vis: Explainable Visualization Recommendation using ChatGPTCode1
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence0
Show:102550
← PrevPage 9 of 24Next →

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