SOTAVerified

Explanation Generation

Papers

Showing 8190 of 235 papers

TitleStatusHype
Explaining latent representations of generative models with large multimodal models0
Coherency Improved Explainable Recommendation via Large Language Model0
Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust0
Explanation as a Defense of Recommendation0
Explanation, Debate, Align: A Weak-to-Strong Framework for Language Model Generalization0
Explanation Generation for a Math Word Problem Solver0
A Three-step Method for Multi-Hop Inference Explanation Regeneration0
CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations0
Explanations for CommonsenseQA: New Dataset and Models0
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations0
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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