June 23, 2021, 11:22 a.m.
Team: SberDevices
| Dataset | Score | Metric |
|---|---|---|
| LiDiRus | 0.224 | Matthew`s Corr |
| RCB | 0.333 / 0.509 | F1/Acc |
| PARus | 0.476 | Accuracy |
| MuSeRC | 0.742 / 0.399 | F1a/Em |
| TERRa | 0.703 | Accuracy |
| RUSSE | 0.706 | Accuracy |
| RWSD | 0.669 | Accuracy |
| DaNetQA | 0.712 | Accuracy |
| RuCoS | 0.74 / 0.716 | F1/EM |
Russian BERT-base model by sberdevice team. 178 million parameters
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| Category | Score |
|---|---|
| LOGIC | 0.18476478354942552 |
| KNOWLEDGE | 0.3023234579421925 |
| PREDICATE-ARGUMENT STRUCTURE | 0.2312485376166611 |
| LEXICAL SEMANTICS | 0.16505967264044785 |
| Lexical Semantics - Lexical Entailment | -0.06836290976917324 |
|---|---|
| Lexical Semantics - Morphological Negation | -0.18712029714127992 |
| Lexical Semantics - Factivity | 0.3450327796711771 |
| Lexical Semantics - Symmetry/Collectivity | -0.05 |
| Lexical Semantics - Redundancy | 0.6756639246921762 |
| Lexical Semantics - Named Entities | 0.1690308509457033 |
| Lexical Semantics - Quantifiers | 0.307735338091128 |
| Predicate-Argument Structure Core Args | 0.23195672348226393 |
| Predicate-Argument Structure Prepositional Phrases | 0.2767681202560477 |
| Predicate-Argument Structure Ellipsis/Implicits | 0.39148014634313566 |
| Predicate-Argument Structure Anaphora/Coreference | -0.004901960784313725 |
| Predicate-Argument Structure Active/Passive | 0.2135744251723958 |
| Predicate-Argument Structure Nominalization | -0.20672455764868078 |
| Predicate-Argument Structure Genitives/Partitives | 0.0625 |
| Predicate-Argument Structure Datives | 0.629940788348712 |
| Predicate-Argument Structure Relative Clauses | 0.29277002188455997 |
| Predicate-Argument Structure Coordination Scopes | 0.42365927286816174 |
| Predicate-Argument Structure Intersectivity | 0.19113767193576686 |
| Predicate-Argument Structure Restrictivity | 0.3967460238079361 |
| Logic Negation | 0.242488506275402 |
| Logic Double Negation | -0.1556997888323046 |
| Logic Interval/Numbers | 0.026393586082163197 |
| Logic Conjuction | 0.3892494720807615 |
| Logic Disjunction | 0.2849696992113355 |
| Logic Conditionals | 0.3578300267477955 |
| Logic Universal | 0.4332001127219817 |
| Logic Existential | 0.31868131868131866 |
| Logic Temporal | -0.030303030303030304 |
| Logic Upward Monotone | 0.36893922595746137 |
| Logic Downward Monotone | -0.1721600753908879 |
| Logic Non-Monotonic | 0.05572782125753529 |
| Knowledge Common Sense | 0.2757905068148632 |
| Knowledge World Knowledge | 0.3031586813156664 |
| Dataset | Speed | RAM |
|---|---|---|
| LiDiRus | - | - |
| RCB | - | - |
| PARus | - | - |
| MuSeRC | - | - |
| TERRa | - | - |
| RUSSE | - | - |
| RWSD | - | - |
| DaNetQA | - | - |
| RuCoS | - | - |