MSNBC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Entity Linking | MSNBC | Micro F193.9 | 36 | |
| Named Entity Disambiguation | MSNBC out-of-domain (test) | Micro F1 (InKB)94.3 | 18 | |
| Entity Linking | MSNBC (test) | F1 Score97.1 | 14 | |
| Entity Disambiguation | MSNBC (test) | Micro F196.3 | 13 | |
| Entity Disambiguation | MSNBC | F1 Score93.2 | 8 | |
| Entity Linking | MSNBC | Accuracy97.1 | 7 | |
| Density Estimation | msnbc discrete (test) | Log-Likelihood-6.03 | 7 | |
| Entity Disambiguation | MSNBC (MSB) (test) | Micro F183.4 | 7 | |
| Entity Linking | MSNBC (out-of-domain) | InKB Micro F173.7 | 6 | |
| Runtime Evaluation | msnbc | Runtime (s)0.177 | 5 | |
| Runtime Efficiency | msnbc 25% query size | Runtime (s)0.184 | 5 | |
| MAP Inference | msnbc 50% query size | Runtime (seconds)0.182 | 5 | |
| Entity Linking | MSNBC | OAC89.7 | 5 | |
| Differentially Private N-gram Extraction | MSNBC (test) | Count (N=1)17 | 4 | |
| Entity Retrieval | MSNBC (test) | Recall@1096.74 | 3 |
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