SOTAVerified

Explanation Generation

Papers

Showing 211220 of 235 papers

TitleStatusHype
Are Training Resources Insufficient? Predict First Then Explain!0
Explainable Assessment of Healthcare Articles with QA0
Explainable Assessment of Healthcare Articles with QA0
Diagnostics-Guided Explanation Generation0
Explainable CTR Prediction via LLM Reasoning0
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions0
Creating an Explainable Intrusion Detection System Using Self Organizing Maps0
Explainable Recommender with Geometric Information Bottleneck0
Explainable Restricted Boltzmann Machines for Collaborative Filtering0
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling0
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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