SOTAVerified

Explanation Generation

Papers

Showing 201210 of 235 papers

TitleStatusHype
Using Stratified Sampling to Improve LIME Image ExplanationsCode0
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPTCode0
Explainable Agency by Revealing Suboptimality in Child-Robot Learning ScenariosCode0
Evaluating Evidence Attribution in Generated Fact Checking ExplanationsCode0
FMDLlama: Financial Misinformation Detection based on Large Language ModelsCode0
Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness ExplanationsCode0
Learning to Generate Explanation from e-Hospital Services for Medical SuggestionCode0
LIREx: Augmenting Language Inference with Relevant ExplanationCode0
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language InferenceCode0
ExPUNations: Augmenting Puns with Keywords and ExplanationsCode0
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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