Sequence Classification on Yahoo
57.13Micro F1ABEX-stage-1
Evaluation results
| Method | Links | |
|---|---|---|
| ABEX-stage-1Number of training samples=10002024.06 | 57.13 | |
| ABEXNumber of training samples=10002024.06 | 57.11 | |
| Gold-onlyNumber of training samples=10002024.06 | 56.62 | |
| PromDANumber of training samples=10002024.06 | 56.27 | |
| EDANumber of training samples=10002024.06 | 56.04 | |
| AEDANumber of training samples=10002024.06 | 56.02 | |
| BackTransNumber of training samples=10002024.06 | 55.77 | |
| Gold-onlyNumber of training samples=5002024.06 | 55.47 | |
| ZeroGenNumber of training samples=10002024.06 | 55.04 | |
| AMR-DANumber of training samples=10002024.06 | 55.01 | |
| ABEXNumber of training samples=5002024.06 | 54.81 | |
| ABEX-stage-1Number of training samples=5002024.06 | 54.77 | |
| AMR-DANumber of training samples=5002024.06 | 54.68 | |
| SSMBANumber of training samples=10002024.06 | 54.68 | |
| ZeroGenNumber of training samples=5002024.06 | 54.55 | |
| AEDANumber of training samples=5002024.06 | 54.22 | |
| BackTransNumber of training samples=5002024.06 | 54.19 | |
| GENIUSNumber of training samples=10002024.06 | 54.15 | |
| PromptMixNumber of training samples=10002024.06 | 54.15 | |
| SSMBANumber of training samples=5002024.06 | 53.97 | |
| ABEX-stage-2Number of training samples=10002024.06 | 53.74 | |
| LLAMA-2 13BNumber of training samples=10002024.06 | 53.62 | |
| ABEXNumber of training samples=2002024.06 | 53.52 | |
| PromDANumber of training samples=5002024.06 | 53.4 | |
| EDANumber of training samples=5002024.06 | 53.39 | |
| ABEX-stage-1Number of training samples=2002024.06 | 53.26 | |
| ABEXNumber of training samples=1002024.06 | 53.2 | |
| GPT3MixNumber of training samples=10002024.06 | 52.93 | |
| PromDANumber of training samples=1002024.06 | 52.61 | |
| ABEX-stage-1Number of training samples=1002024.06 | 52.46 | |
| AMR-DANumber of training samples=2002024.06 | 52.37 | |
| LLAMA-2 13BNumber of training samples=5002024.06 | 52.14 | |
| PromDANumber of training samples=2002024.06 | 52.13 | |
| GENIUSNumber of training samples=1002024.06 | 51.9 | |
| PromptMixNumber of training samples=1002024.06 | 51.9 | |
| GENIUSNumber of training samples=2002024.06 | 51.69 | |
| PromptMixNumber of training samples=2002024.06 | 51.69 | |
| ABEX-stage-2Number of training samples=5002024.06 | 51.62 | |
| AEDANumber of training samples=2002024.06 | 51.52 | |
| GENIUSNumber of training samples=5002024.06 | 51.46 | |
| PromptMixNumber of training samples=5002024.06 | 51.46 | |
| BackTransNumber of training samples=2002024.06 | 50.86 | |
| SSMBANumber of training samples=2002024.06 | 50.53 | |
| ABEX-AbsNumber of training samples=10002024.06 | 50.36 | |
| GPT3MixNumber of training samples=5002024.06 | 50.33 | |
| EDANumber of training samples=2002024.06 | 50.15 | |
| ABEX-stage-2Number of training samples=2002024.06 | 50.02 | |
| ABEX-stage-2Number of training samples=1002024.06 | 49.81 | |
| Gold-onlyNumber of training samples=2002024.06 | 49.5 | |
| ZeroGenNumber of training samples=2002024.06 | 49.21 | |
| AMR-DANumber of training samples=1002024.06 | 48.8 | |
| ABEX-AbsNumber of training samples=5002024.06 | 48.47 | |
| EDANumber of training samples=1002024.06 | 47.13 | |
| SSMBANumber of training samples=1002024.06 | 46.95 | |
| LLAMA-2 13BNumber of training samples=2002024.06 | 46.25 | |
| AEDANumber of training samples=1002024.06 | 45.61 | |
| BackTransNumber of training samples=1002024.06 | 44.85 | |
| Gold-onlyNumber of training samples=1002024.06 | 42.5 | |
| ZeroGenNumber of training samples=1002024.06 | 41.47 | |
| LLAMA-2 13BNumber of training samples=1002024.06 | 40.37 | |
| ABEX-AbsNumber of training samples=2002024.06 | 37.93 | |
| ABEX-AbsNumber of training samples=1002024.06 | 35.87 | |
| GPT3MixNumber of training samples=2002024.06 | 32.98 | |
| GPT3MixNumber of training samples=1002024.06 | 31.6 |