SOTAVerified

Explanation Generation

Papers

Showing 101110 of 235 papers

TitleStatusHype
Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples)0
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing0
Effects of Explanation Specificity on Passengers in Autonomous Driving0
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence0
Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems0
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths0
Generate Natural Language Explanations for Recommendation0
Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation0
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts0
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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