Factual Consistency Evaluation on SamSum (test)
44.6Pearson Correlation CoefficientALIGNSCORE-large
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIGNSCORE-largeType=Ours2023.05 | 44.6 | |
| QAFactEvalType=QA2023.05 | 38.9 | |
| MNLIType=NLI2023.05 | 28 | |
| ALIGNSCORE-baseType=Ours2023.05 | 23.9 | |
| UniEvalType=Misc2023.05 | 23.2 | |
| ROUGE-2Type=Similarity Matching2023.05 | 19.1 | |
| DAEType=NLI2023.05 | 18.6 | |
| ROUGE-LType=Similarity Matching2023.05 | 17.4 | |
| CTCType=Misc2023.05 | 16.9 | |
| ROUGE-1Type=Similarity Matching2023.05 | 16.7 | |
| NER-OverlapType=Similarity Matching2023.05 | 16.7 | |
| BLEUType=Similarity Matching2023.05 | 16.2 | |
| BARTScoreType=Misc2023.05 | 15 | |
| SummaC-ZSType=NLI2023.05 | 13.7 | |
| SummaC-CONVType=NLI2023.05 | 12.4 | |
| BERTScoreType=Similarity Matching2023.05 | 10.9 | |
| SimCSEType=Similarity Matching2023.05 | 10.7 | |
| BLANCType=Misc2023.05 | 8.3 | |
| BLEURTType=Regression2023.05 | 8.1 | |
| FEQAType=QA2023.05 | 2.7 | |
| QuestEvalType=QA2023.05 | 0.4 | |
| FactCCType=Misc2023.05 | -4.4 |