SOTAVerified

Explanation Generation

Papers

Showing 181190 of 235 papers

TitleStatusHype
LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation0
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection0
Towards LLM-guided Causal Explainability for Black-box Text Classifiers0
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement LearningCode0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision TransformersCode0
Tell Me Why: Explainable Public Health Fact-Checking with Large Language ModelsCode0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Preference Distillation for Personalized Generative RecommendationCode0
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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