| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | FR | MSE0.332 | 69 | |
| Maximum Common Connected Subgraph (MCCS) Similarity Estimation | FR 20% (test) | MSE0.163 | 18 | |
| Maximum Common Edge Subgraph (MCES) Similarity Estimation | FR 20% (test) | MSE0.162 | 18 | |
| Graph Retrieval | FR (test) | MAP0.875 | 17 | |
| Graph Retrieval | FR 25% (test) | MRR1 | 15 | |
| Long-term Forecasting | FR (test) | MSE0.287 | 13 | |
| Graph Retrieval | FR 25% split (test) | MAP87.5 | 13 | |
| Time-series forecasting | FR horizon 360 | MSE0.519 | 10 | |
| Time-series forecasting | FR horizon 24 | MSE0.338 | 10 | |
| Missing Data Imputation | FR (test) | MSE0.0023 | 10 | |
| Short-term electricity price forecasting | FR | MSE0.385 | 10 | |
| Graph Similarity Ranking (MCCS) | FR MCCS ground truth (test) | PairRank0.919 | 9 | |
| Graph Similarity Ranking (MCES) | FR MCES ground truth 20% (test) | PairRank0.926 | 9 | |
| Graph parsing | fr | LF Score95.1 | 7 | |
| Constituency Parsing | fr French | LF Score87.42 | 7 | |
| Dependency Parsing | fr French | LAS94.14 | 7 | |
| Electricity Price Forecasting | FR (test) | MSE215.81 | 6 | |
| Spell Correction | FR French | Det Rate88.19 | 6 |