SOTAVerified

Explanation Generation

Papers

Showing 141150 of 235 papers

TitleStatusHype
SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains0
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection0
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context0
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions0
Textual Explanations and Critiques in Recommendation Systems0
The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems0
Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering0
Towards Budget-Friendly Model-Agnostic Explanation Generation for Large Language Models0
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems0
Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI)0
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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