SOTAVerified

Explanation Generation

Papers

Showing 131140 of 235 papers

TitleStatusHype
Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation0
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts0
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term0
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks0
Causal Screening to Interpret Graph Neural Networks0
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks0
Truth Table Deep Convolutional Neural Network, A New SAT-Encodable Architecture - Application To Complete Robustness0
XAI Benchmark for Visual Explanation0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images0
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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