OAG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Author Disambiguation | OAG | NDCG0.852 | 9 | |
| Paper-Venue Prediction | OAG | NDCG0.355 | 9 | |
| Paper-Field (L2) Classification | OAG | NDCG0.367 | 9 | |
| Paper-Field (L1) Classification | OAG | NDCG0.615 | 9 | |
| Node Classification | OAG L1-Field | NDCG87.8 | 6 | |
| Node Classification | OAG Venue | NDCG53.31 | 6 | |
| Author Name Disambiguation | OAG Chemistry (test) | NDCG0.955 | 6 | |
| Author Name Disambiguation | OAG Engineering (Engin) (test) | NDCG97.7 | 6 | |
| Author Name Disambiguation | OAG Material Science (Mater) (test) | NDCG0.954 | 6 | |
| Author Name Disambiguation | OAG Computer Science (CS) (test) | NDCG98.5 | 6 | |
| Node Classification | OAG-L1-Field (test) | NDCG0.868 | 4 |
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