Overlap ratio estimation on Git (held-out pairs)
0.03MAEALORE
Evaluation Results
| Method | Links | |
|---|---|---|
| ALOREapproach=alignment-guided overlap ratio estimator2026.07 | 0.03 | |
| Armadilloapproach=tripartite graph embedding with GraphSAGE2026.07 | 0.066 | |
| BERT-Tserialization=Table (-T)2026.07 | 0.127 | |
| RoBERTa-Tserialization=Table (-T)2026.07 | 0.128 | |
| RoBERTa-HTserialization=Hashed-Table (-HT)2026.07 | 0.137 | |
| Jaccardvariant=set-based Jaccard2026.07 | 0.151 | |
| Jaccard-BUvariant=bag-union variant (-BU)2026.07 | 0.157 | |
| BERT-HTserialization=Hashed-Table (-HT)2026.07 | 0.163 | |
| Jaccard-BNvariant=bag-normalized variant (-BN)2026.07 | 0.173 | |
| RoBERTa-Rserialization=Row (-R)2026.07 | 0.225 | |
| BERT-Rserialization=Row (-R)2026.07 | 0.269 | |
| TURLapproach=contextualized cell representations2026.07 | 0.275 |