SOTAVerified

Explanation Generation

Papers

Showing 151160 of 235 papers

TitleStatusHype
Motif-guided Time Series Counterfactual Explanations0
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts0
Unlocking the `Why' of Buying: Introducing a New Dataset and Benchmark for Purchase Reason and Post-Purchase Experience0
Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models0
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation0
Balancing Explicability and Explanation in Human-Aware Planning0
Unsupervised Explanation Generation for Machine Reading Comprehension0
Not all users are the same: Providing personalized explanations for sequential decision making problems0
Automatic Claim Review for Climate Science via Explanation Generation0
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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