SOTAVerified

Explanation Generation

Papers

Showing 6170 of 235 papers

TitleStatusHype
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Evaluating Evidence Attribution in Generated Fact Checking ExplanationsCode0
Counterfactual Explanations for Models of CodeCode0
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement LearningCode0
FMDLlama: Financial Misinformation Detection based on Large Language ModelsCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
Learning to Generate Explanation from e-Hospital Services for Medical SuggestionCode0
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language ModelsCode0
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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