Duplicate Question Detection on Quora
56.6nDCG@10SGPT-5.8B
Evaluation results
| Method | Links | |
|---|---|---|
| SGPT-5.8BBatch Size=1024, BitFit=true, Pooling=weightedmean, Training=NLI2022.02 | 56.6 | |
| Curie SimilarityDate=Mar 20222022.02 | 55.3 | |
| SGPT-2.7BBatch Size=1024, BitFit=true, Pooling=weightedmean, Training=NLI2022.02 | 54.9 | |
| Davinci SimilarityDate=June 20222022.02 | 54.5 | |
| Ada SimilarityDate=Mar 20222022.02 | 54.1 | |
| SGPT-1.3BBatch Size=1024, BitFit=true, Pooling=weightedmean, Training=NLI2022.02 | 53.8 | |
| SBERT-base-nli-v2Batch Size=64, BitFit=true, Training=NLI2022.02 | 52.7 | |
| SBERT-base-nli-v2Batch Size=64, Training=NLI2022.02 | 52.2 | |
| SGPT-0.1BBatch Size=64, Pooling=weightedmean, Training=NLI2022.02 | 51.1 | |
| SGPT-0.1BBatch Size=1024, BitFit=true, Pooling=weightedmean, Training=NLI2022.02 | 51.1 | |
| SGPT-0.1BBatch Size=64, BitFit=true, Pooling=weightedmean, Training=NLI2022.02 | 50.6 | |
| BM25Training=OOD Unsupervised2022.02 | 50.4 |