SOTAVerified

Explanation Generation

Papers

Showing 121130 of 235 papers

TitleStatusHype
Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language ExplanationsCode1
CodeExp: Explanatory Code Document GenerationCode1
OCTET: Object-aware Counterfactual ExplanationsCode1
Unsupervised Explanation Generation via Correct Instantiations0
Towards Reasoning-Aware Explainable VQA0
Motif-guided Time Series Counterfactual Explanations0
Retrieval augmentation of large language models for lay language generationCode1
Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI)0
ExPUNations: Augmenting Puns with Keywords and ExplanationsCode0
CLEAR: Generative Counterfactual Explanations on Graphs0
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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