SOTAVerified

Dialogue Evaluation

Papers

Showing 7180 of 97 papers

TitleStatusHype
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue SystemsCode0
ECoh: Turn-level Coherence Evaluation for Multilingual DialoguesCode0
Evaluating Coherence in Dialogue Systems using EntailmentCode0
Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue EvaluationCode0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation ModelCode0
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference AugmentationCode0
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple ReferencesCode0
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue EvaluationCode0
Measuring the Robustness of Reference-Free Dialogue Evaluation SystemsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MDD-EvalSpearman Correlation0.51Unverified
2Lin-Reg (all)Spearman Correlation0.49Unverified
3USRSpearman Correlation0.42Unverified
4USR - DR (x = c)Spearman Correlation0.32Unverified
5USR - MLMSpearman Correlation0.31Unverified
6USR - DR (x = f)Spearman Correlation0.14Unverified
#ModelMetricClaimedVerifiedStatus
1Lin-Reg (all)Spearman Correlation0.54Unverified
2USR - DR (x = c)Spearman Correlation0.48Unverified
3USRSpearman Correlation0.47Unverified
4USR - MLMSpearman Correlation0.08Unverified
5USR - DR (x = f)Spearman Correlation-0.05Unverified