Sequence Classification on MASSIVE
80.36Micro F1ABEX
Evaluation results
| Method | Links | |
|---|---|---|
| ABEXNumber of training samples=10002024.06 | 80.36 | |
| ABEX-stage-1Number of training samples=10002024.06 | 79.82 | |
| ABEX-stage-2Number of training samples=10002024.06 | 79.41 | |
| Gold-onlyNumber of training samples=10002024.06 | 79.15 | |
| AEDANumber of training samples=10002024.06 | 79.11 | |
| BackTransNumber of training samples=10002024.06 | 78.48 | |
| EDANumber of training samples=10002024.06 | 78.24 | |
| SSMBANumber of training samples=10002024.06 | 77.16 | |
| GENIUSNumber of training samples=10002024.06 | 77.04 | |
| AMR-DANumber of training samples=10002024.06 | 76.96 | |
| PromDANumber of training samples=10002024.06 | 76.87 | |
| ABEX-AbsNumber of training samples=10002024.06 | 76.25 | |
| ABEXNumber of training samples=5002024.06 | 75.44 | |
| GPT3MixNumber of training samples=10002024.06 | 75.26 | |
| AEDANumber of training samples=5002024.06 | 75.15 | |
| ABEX-stage-1Number of training samples=5002024.06 | 74.88 | |
| PromDANumber of training samples=5002024.06 | 74.26 | |
| ABEX-stage-2Number of training samples=5002024.06 | 73.94 | |
| EDANumber of training samples=5002024.06 | 73.53 | |
| Gold-onlyNumber of training samples=5002024.06 | 73.47 | |
| ABEX-AbsNumber of training samples=5002024.06 | 73.29 | |
| GENIUSNumber of training samples=5002024.06 | 73.17 | |
| BackTransNumber of training samples=5002024.06 | 73.13 | |
| LLAMA-2 13BNumber of training samples=10002024.06 | 72.57 | |
| AMR-DANumber of training samples=5002024.06 | 72.09 | |
| ZeroGenNumber of training samples=10002024.06 | 71.8 | |
| PromptMixNumber of training samples=10002024.06 | 70.94 | |
| ZeroGenNumber of training samples=5002024.06 | 70.52 | |
| SSMBANumber of training samples=5002024.06 | 70.24 | |
| LLAMA-2 13BNumber of training samples=5002024.06 | 68.99 | |
| GPT3MixNumber of training samples=5002024.06 | 68.88 | |
| PromptMixNumber of training samples=5002024.06 | 67.8 | |
| ABEXNumber of training samples=2002024.06 | 66.85 | |
| AEDANumber of training samples=2002024.06 | 66.81 | |
| ABEX-stage-1Number of training samples=2002024.06 | 66.25 | |
| ABEX-stage-2Number of training samples=2002024.06 | 65.63 | |
| ABEX-AbsNumber of training samples=2002024.06 | 65.38 | |
| GENIUSNumber of training samples=2002024.06 | 65.34 | |
| PromDANumber of training samples=2002024.06 | 64.53 | |
| BackTransNumber of training samples=2002024.06 | 64.52 | |
| EDANumber of training samples=2002024.06 | 64.15 | |
| AMR-DANumber of training samples=2002024.06 | 64.02 | |
| SSMBANumber of training samples=2002024.06 | 60.99 | |
| Gold-onlyNumber of training samples=2002024.06 | 56.48 | |
| ABEXNumber of training samples=1002024.06 | 55.03 | |
| BackTransNumber of training samples=1002024.06 | 53.56 | |
| ABEX-stage-1Number of training samples=1002024.06 | 53.03 | |
| AMR-DANumber of training samples=1002024.06 | 52.82 | |
| PromDANumber of training samples=1002024.06 | 52.6 | |
| ABEX-stage-2Number of training samples=1002024.06 | 52.51 | |
| GENIUSNumber of training samples=1002024.06 | 51.76 | |
| GPT3MixNumber of training samples=2002024.06 | 51.62 | |
| AEDANumber of training samples=1002024.06 | 51.04 | |
| ABEX-AbsNumber of training samples=1002024.06 | 50.47 | |
| ZeroGenNumber of training samples=2002024.06 | 49.19 | |
| SSMBANumber of training samples=1002024.06 | 47.07 | |
| PromptMixNumber of training samples=2002024.06 | 47.02 | |
| EDANumber of training samples=1002024.06 | 47 | |
| LLAMA-2 13BNumber of training samples=2002024.06 | 46.72 | |
| Gold-onlyNumber of training samples=1002024.06 | 31.7 | |
| ZeroGenNumber of training samples=1002024.06 | 30.88 | |
| GPT3MixNumber of training samples=1002024.06 | 30.71 | |
| PromptMixNumber of training samples=1002024.06 | 28.2 | |
| LLAMA-2 13BNumber of training samples=1002024.06 | 25.91 |