Sequence Classification on Huffpost low-resource (test)
84.21Micro F1GENIUS
Evaluation results
| Method | Links | |
|---|---|---|
| GENIUSNumber of training samples=10002024.06 | 84.21 | |
| ABEXNumber of training samples=10002024.06 | 84.03 | |
| ABEX-stage-1Number of training samples=10002024.06 | 83.58 | |
| GENIUSNumber of training samples=5002024.06 | 82.41 | |
| ABEXNumber of training samples=5002024.06 | 81.82 | |
| ABEX-stage-1Number of training samples=5002024.06 | 81.63 | |
| SSMBANumber of training samples=10002024.06 | 81.11 | |
| AEDANumber of training samples=10002024.06 | 81.1 | |
| PromDANumber of training samples=10002024.06 | 81.06 | |
| BackTransNumber of training samples=10002024.06 | 80.71 | |
| Gold-onlyNumber of training samples=5002024.06 | 80.51 | |
| AEDANumber of training samples=5002024.06 | 80.31 | |
| ABEX-stage-2Number of training samples=10002024.06 | 80.28 | |
| Gold-onlyNumber of training samples=10002024.06 | 80.2 | |
| EDANumber of training samples=10002024.06 | 80.2 | |
| SSMBANumber of training samples=5002024.06 | 79.85 | |
| AMR-DANumber of training samples=10002024.06 | 79.64 | |
| ABEXNumber of training samples=2002024.06 | 79.3 | |
| ABEX-stage-1Number of training samples=2002024.06 | 79.24 | |
| BackTransNumber of training samples=5002024.06 | 79.2 | |
| EDANumber of training samples=5002024.06 | 79.14 | |
| ABEXNumber of training samples=1002024.06 | 78.66 | |
| ABEX-AbsNumber of training samples=10002024.06 | 78.42 | |
| PromptMixNumber of training samples=10002024.06 | 78.35 | |
| ABEX-stage-2Number of training samples=5002024.06 | 78.17 | |
| Gold-onlyNumber of training samples=2002024.06 | 77.96 | |
| LLAMA-2 13BNumber of training samples=10002024.06 | 77.94 | |
| AMR-DANumber of training samples=5002024.06 | 77.93 | |
| PromDANumber of training samples=2002024.06 | 77.9 | |
| PromDANumber of training samples=1002024.06 | 77.83 | |
| GENIUSNumber of training samples=2002024.06 | 77.71 | |
| AEDANumber of training samples=1002024.06 | 77.65 | |
| PromDANumber of training samples=5002024.06 | 77.65 | |
| EDANumber of training samples=2002024.06 | 77.64 | |
| GENIUSNumber of training samples=1002024.06 | 77.52 | |
| AMR-DANumber of training samples=1002024.06 | 77.49 | |
| ABEX-stage-1Number of training samples=1002024.06 | 77.45 | |
| ABEX-AbsNumber of training samples=5002024.06 | 77.42 | |
| SSMBANumber of training samples=2002024.06 | 77.4 | |
| ABEX-stage-2Number of training samples=2002024.06 | 77.26 | |
| AEDANumber of training samples=2002024.06 | 76.88 | |
| LLAMA-2 13BNumber of training samples=5002024.06 | 76.82 | |
| Gold-onlyNumber of training samples=1002024.06 | 76.8 | |
| SSMBANumber of training samples=1002024.06 | 76.64 | |
| ZeroGenNumber of training samples=10002024.06 | 76.49 | |
| AMR-DANumber of training samples=2002024.06 | 76.32 | |
| ZeroGenNumber of training samples=5002024.06 | 76.3 | |
| PromptMixNumber of training samples=5002024.06 | 76.27 | |
| BackTransNumber of training samples=2002024.06 | 76.21 | |
| BackTransNumber of training samples=1002024.06 | 75.87 | |
| ZeroGenNumber of training samples=2002024.06 | 75.66 | |
| EDANumber of training samples=1002024.06 | 75.49 | |
| LLAMA-2 13BNumber of training samples=2002024.06 | 75.19 | |
| ABEX-AbsNumber of training samples=2002024.06 | 74.8 | |
| ABEX-stage-2Number of training samples=1002024.06 | 74.61 | |
| PromptMixNumber of training samples=2002024.06 | 74.58 | |
| ZeroGenNumber of training samples=1002024.06 | 73.84 | |
| PromptMixNumber of training samples=1002024.06 | 73.62 | |
| LLAMA-2 13BNumber of training samples=1002024.06 | 73.59 | |
| ABEX-AbsNumber of training samples=1002024.06 | 71.3 | |
| GPT3MixNumber of training samples=10002024.06 | 69.46 | |
| GPT3MixNumber of training samples=5002024.06 | 66.12 | |
| GPT3MixNumber of training samples=2002024.06 | 61.8 | |
| GPT3MixNumber of training samples=1002024.06 | 57.87 |