Intent Classification on ODIC (test)
0.8849Mean AccuracyInduction Networks
Evaluation results
| Method | Links | |
|---|---|---|
| Induction NetworksWay=5-way, Shot=10-shot2019.02 | 0.8849 | |
| SNAILWay=5-way, Shot=10-shot2019.02 | 0.8731 | |
| Graph NetworkWay=5-way, Shot=10-shot2019.02 | 0.8724 | |
| Induction NetworksWay=5-way, Shot=5-shot2019.02 | 0.8716 | |
| Relation NetworkWay=5-way, Shot=10-shot2019.02 | 0.8693 | |
| Prototypical NetworksWay=5-way, Shot=10-shot2019.02 | 0.8583 | |
| Matching NetworksWay=5-way, Shot=10-shot2019.02 | 0.8463 | |
| SNAILWay=5-way, Shot=5-shot2019.02 | 0.8462 | |
| Relation NetworkWay=5-way, Shot=5-shot2019.02 | 0.8441 | |
| Graph NetworkWay=5-way, Shot=5-shot2019.02 | 0.8415 | |
| Matching NetworksWay=5-way, Shot=5-shot2019.02 | 0.8254 | |
| Prototypical NetworksWay=5-way, Shot=5-shot2019.02 | 0.8182 | |
| Induction NetworksWay=10-way, Shot=10-shot2019.02 | 0.8164 | |
| SNAILWay=10-way, Shot=10-shot2019.02 | 0.7926 | |
| Relation NetworkWay=10-way, Shot=10-shot2019.02 | 0.7861 | |
| Graph NetworkWay=10-way, Shot=10-shot2019.02 | 0.7827 | |
| Induction NetworksWay=10-way, Shot=5-shot2019.02 | 0.7827 | |
| Matching NetworksWay=10-way, Shot=10-shot2019.02 | 0.7672 | |
| Prototypical NetworksWay=10-way, Shot=10-shot2019.02 | 0.7597 | |
| SNAILWay=10-way, Shot=5-shot2019.02 | 0.7574 | |
| Graph NetworkWay=10-way, Shot=5-shot2019.02 | 0.7558 | |
| Relation NetworkWay=10-way, Shot=5-shot2019.02 | 0.7528 | |
| Matching NetworksWay=10-way, Shot=5-shot2019.02 | 0.7364 | |
| Prototypical NetworksWay=10-way, Shot=5-shot2019.02 | 0.7331 |