SOTAVerified

Explanation Generation

Papers

Showing 221230 of 235 papers

TitleStatusHype
CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations0
Counterfactual Explanations for Predictive Business Process Monitoring0
Explaining Competitive-Level Programming Solutions using LLMs0
`Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation0
Explaining latent representations of generative models with large multimodal models0
Counterfactual Explanation Generation with s(CASP)0
Textual Explanations and Critiques in Recommendation Systems0
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
Show:102550
← PrevPage 23 of 24Next →

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