ATOMIC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Commonsense inference modeling | ATOMIC 20 (test) | BLEU-10.5071 | 24 | |
| Generative Commonsense Inference | ATOMIC20 2021 (test) | BLEU-150.71 | 16 | |
| Identifying plausible explanations | δ-ATOMIC | Accuracy78.3 | 9 | |
| Inferential text generation | ATOMIC (test) | Overall Score15.4 | 7 | |
| Relation Prediction | Annotated ATOMIC Subgraph (test) | Precision (Total)80 | 6 | |
| CKG completion | ATOMIC subset (test) | MRR46.41 | 6 | |
| Object Generation | ATOMIC | BLEU-20.462 | 5 | |
| Bayesian Minimum Description Length modeling | ATOMIC (2,000 events) | Total Bits70,014 | 3 | |
| Commonsense Knowledge Generation | ATOMIC 2019 (test) | PPL11.11 | 2 | |
| Knowledge Coverage Analysis | ATOMIC | Total Events Count299,068 | 1 |
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