Sequence Classification on IMDB
90.2Micro F1EDA
Evaluation results
| Method | Links | |
|---|---|---|
| EDANumber of training samples=10002024.06 | 90.2 | |
| BackTransNumber of training samples=10002024.06 | 89.86 | |
| AEDANumber of training samples=10002024.06 | 89.33 | |
| ABEXNumber of training samples=10002024.06 | 89.28 | |
| AMR-DANumber of training samples=10002024.06 | 89.2 | |
| ABEX-stage-1Number of training samples=10002024.06 | 89.17 | |
| ABEXNumber of training samples=5002024.06 | 89.05 | |
| EDANumber of training samples=5002024.06 | 88.92 | |
| AMR-DANumber of training samples=5002024.06 | 88.92 | |
| SSMBANumber of training samples=10002024.06 | 88.8 | |
| ABEXNumber of training samples=2002024.06 | 88.72 | |
| PromDANumber of training samples=10002024.06 | 88.65 | |
| Gold-onlyNumber of training samples=5002024.06 | 88.59 | |
| PromDANumber of training samples=5002024.06 | 88.3 | |
| ABEX-stage-1Number of training samples=5002024.06 | 88.3 | |
| AEDANumber of training samples=2002024.06 | 88.25 | |
| PromDANumber of training samples=2002024.06 | 88.24 | |
| ABEX-stage-1Number of training samples=2002024.06 | 88.16 | |
| Gold-onlyNumber of training samples=10002024.06 | 88.15 | |
| EDANumber of training samples=2002024.06 | 88.07 | |
| AMR-DANumber of training samples=2002024.06 | 88.04 | |
| SSMBANumber of training samples=5002024.06 | 87.94 | |
| GPT3MixNumber of training samples=10002024.06 | 87.69 | |
| BackTransNumber of training samples=5002024.06 | 87.53 | |
| ABEX-stage-2Number of training samples=10002024.06 | 87.45 | |
| ABEX-stage-2Number of training samples=5002024.06 | 87.22 | |
| AEDANumber of training samples=5002024.06 | 86.95 | |
| SSMBANumber of training samples=2002024.06 | 86.57 | |
| GPT3MixNumber of training samples=5002024.06 | 86.27 | |
| GENIUSNumber of training samples=10002024.06 | 86.18 | |
| Gold-onlyNumber of training samples=2002024.06 | 86.12 | |
| BackTransNumber of training samples=2002024.06 | 86.12 | |
| LLAMA-2 13BNumber of training samples=10002024.06 | 85.81 | |
| LLAMA-2 13BNumber of training samples=5002024.06 | 85.62 | |
| ABEX-stage-2Number of training samples=2002024.06 | 85.36 | |
| ABEXNumber of training samples=1002024.06 | 85.18 | |
| GENIUSNumber of training samples=5002024.06 | 84.9 | |
| BackTransNumber of training samples=1002024.06 | 84.38 | |
| ABEX-stage-1Number of training samples=1002024.06 | 84.35 | |
| AMR-DANumber of training samples=1002024.06 | 84.26 | |
| PromDANumber of training samples=1002024.06 | 84.21 | |
| GPT3MixNumber of training samples=2002024.06 | 84.14 | |
| PromptMixNumber of training samples=10002024.06 | 83.95 | |
| LLAMA-2 13BNumber of training samples=2002024.06 | 83.59 | |
| Gold-onlyNumber of training samples=1002024.06 | 83.36 | |
| PromptMixNumber of training samples=2002024.06 | 83.1 | |
| ZeroGenNumber of training samples=5002024.06 | 82.8 | |
| ABEX-stage-2Number of training samples=1002024.06 | 82.69 | |
| ABEX-AbsNumber of training samples=5002024.06 | 82.66 | |
| ABEX-AbsNumber of training samples=10002024.06 | 82.51 | |
| GENIUSNumber of training samples=2002024.06 | 82.5 | |
| PromptMixNumber of training samples=1002024.06 | 82.31 | |
| AEDANumber of training samples=1002024.06 | 82.3 | |
| SSMBANumber of training samples=1002024.06 | 82.09 | |
| ZeroGenNumber of training samples=10002024.06 | 81.72 | |
| PromptMixNumber of training samples=5002024.06 | 81.24 | |
| GPT3MixNumber of training samples=1002024.06 | 81.04 | |
| LLAMA-2 13BNumber of training samples=1002024.06 | 80.72 | |
| ZeroGenNumber of training samples=2002024.06 | 80.61 | |
| ABEX-AbsNumber of training samples=2002024.06 | 80.28 | |
| GENIUSNumber of training samples=1002024.06 | 78.58 | |
| ZeroGenNumber of training samples=1002024.06 | 76.99 | |
| EDANumber of training samples=1002024.06 | 75.3 | |
| ABEX-AbsNumber of training samples=1002024.06 | 74.69 |