SOTAVerified

Explanation Generation

Papers

Showing 61–70 of 235 papers

TitleStatusHype
Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph—0
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes—0
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling—0
Explaining Competitive-Level Programming Solutions using LLMs—0
Explanation, Debate, Align: A Weak-to-Strong Framework for Language Model Generalization—0
Diagnostics-Guided Explanation Generation—0
Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions—0
A Framework of Explanation Generation toward Reliable Autonomous Robots—0
Creating an Explainable Intrusion Detection System Using Self Organizing Maps—0
CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VLIS (Lynx)Accuracy80—Unverified
2VLIS (LLaVA)Accuracy73—Unverified
3Ground-truth Caption -> GPT3 (Oracle)Human (%)68—Unverified
4Predicted Caption -> GPT3Human (%)33—Unverified
5BLIP2 FlanT5-XXL (Fine-tuned)Human (%)27—Unverified
6BLIP2 FlanT5-XL (Fine-tuned)Human (%)15—Unverified
7BLIP2 FlanT5-XXL (Zero-shot)Human (%)0—Unverified
#ModelMetricClaimedVerifiedStatus
1PJ-XB487.4—Unverified
2FMB478.8—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating85.7—Unverified
2OFA-X-MTHuman Explanation Rating80.4—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-X-MTHuman Explanation Rating77.3—Unverified
2OFA-XHuman Explanation Rating68.9—Unverified
#ModelMetricClaimedVerifiedStatus
1OFA-XHuman Explanation Rating89.5—Unverified
2OFA-X-MTHuman Explanation Rating87.8—Unverified