Relation Classification on TinyRel-CM Disease-Disease (D-D)
43.05AccuracyProto-HATT
Evaluation Results
| Method | Links | |
|---|---|---|
| Proto-HATTN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 43.05 | |
| MLMANN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 43.05 | |
| MLMANN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 40.65 | |
| Proto-HATTN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 40.1 | |
| Proto-HATTN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 39.01 | |
| MLMANN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 38.89 | |
| MLMANN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 36.66 | |
| Proto-HATTN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 36.39 | |
| Prototypical NetworksN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 34.82 | |
| Proto-HATTN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 34.5 | |
| Prototypical NetworksN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 33.8 | |
| MLMANN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 33.48 | |
| Prototypical NetworksN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 32.35 | |
| Prototypical NetworksN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 31.68 | |
| MLMANN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 31.22 | |
| Prototypical NetworksN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 30.03 | |
| Prototypical NetworksN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 28.99 | |
| Proto-HATTN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 28.67 | |
| CNNN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 28.36 | |
| CNNN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 27.96 | |
| Bert-PairN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 27.29 | |
| CNNN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 26.94 | |
| Bert-PairN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 26.69 | |
| CNNN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 26.05 | |
| Bert-PairN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 25.8 | |
| CNNN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 25.71 | |
| Bert-PairN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 24.6 | |
| Bert-PairN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 24.17 | |
| CNNN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 24.04 | |
| SNAILN-way=5, K-shot=10, Support Classifier=true, Task Enrichment=false2020.04 | 23.98 | |
| SNAILN-way=5, K-shot=5, Support Classifier=true, Task Enrichment=false2020.04 | 23.64 | |
| Bert-PairN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 23.61 | |
| SNAILN-way=5, K-shot=15, Support Classifier=true, Task Enrichment=false2020.04 | 23.12 | |
| SNAILN-way=5, K-shot=15, Support Classifier=false, Task Enrichment=false2020.04 | 21.94 | |
| SNAILN-way=5, K-shot=5, Support Classifier=false, Task Enrichment=false2020.04 | 21.74 | |
| SNAILN-way=5, K-shot=10, Support Classifier=false, Task Enrichment=false2020.04 | 19.49 |