Individualistic Value Reasoning on Individualistic Value Reasoning Polar
74.74AccuracyINDIEVALUEREASONER
Evaluation results
| Method | Links | |
|---|---|---|
| INDIEVALUEREASONERProbe setup=p+r, Demonstration setup=mixed+200, Training/Sample size (N)=16002024.10 | 74.74 | |
| INDIEVALUEREASONERProbe setup=p+r, Demonstration setup=mixed+200, Training/Sample size (N)=8002024.10 | 74.29 | |
| ResembleTraining/Sample size (N)=all, Selection strategy=top cluster2024.10 | 73.73 | |
| INDIEVALUEREASONERProbe setup=p, Demonstration setup=mixed, Training/Sample size (N)=8002024.10 | 73.59 | |
| INDIEVALUEREASONERProbe setup=p+r, Demonstration setup=mixed, Training/Sample size (N)=8002024.10 | 73.59 | |
| INDIEVALUEREASONERProbe setup=p+r, Demonstration setup=200, Training/Sample size (N)=8002024.10 | 73.45 | |
| INDIEVALUEREASONERProbe setup=r, Demonstration setup=mixed, Training/Sample size (N)=8002024.10 | 73.25 | |
| ResembleTraining/Sample size (N)=1600, Selection strategy=top cluster2024.10 | 70.39 | |
| ResembleTraining/Sample size (N)=all, Selection strategy=top 12024.10 | 69.83 | |
| ResembleTraining/Sample size (N)=1600, Selection strategy=top 12024.10 | 65.65 | |
| GlobalSelection Strategy=majority vote2024.10 | 64.95 | |
| GPT-4osetup=200 demo2024.10 | 63.46 | |
| GPT-4osetup=only demographics2024.10 | 60.31 | |
| GPT-4osetup=no demo2024.10 | 54.79 | |
| Llama-3.1-8Bsetup=200 demo2024.10 | 54.34 | |
| Random2024.10 | 45.37 |