SOTAVerified

Explanation Generation

Papers

Showing 221230 of 235 papers

TitleStatusHype
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
Explanation Regeneration via Information BottleneckCode0
Multimodal Coherent Explanation Generation of Robot FailuresCode0
Cross-Refine: Improving Natural Language Explanation Generation by Learning in TandemCode0
SNAPE-PM: Building and Utilizing Dynamic Partner Models for Adaptive Explanation GenerationCode0
Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate SpeechCode0
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model ApproachCode0
NN2Rules: Extracting Rule List from Neural NetworksCode0
Counterfactual Explanations for Models of CodeCode0
Explaining Interactions Between Text SpansCode0
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