SOTAVerified

Explanation Generation

Papers

Showing 171180 of 235 papers

TitleStatusHype
Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation0
Explainable Assessment of Healthcare Articles with QA0
A Framework for Rationale Extraction for Deep QA models0
Truth Table Deep Convolutional Neural Network, A New SAT-Encodable Architecture - Application To Complete Robustness0
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy LogicCode0
CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations0
Diagnostics-Guided Explanation Generation0
Are Training Resources Insufficient? Predict First Then Explain!0
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal ExplanationsCode1
A Framework for Learning Ante-hoc Explainable Models via ConceptsCode0
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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