anonymous74147/WVS_DeBERTa-v2-xxlarge_Topic_Classification

1---2license: apache-2.03---4---5license: apache-2.06---7Top3 Accuracy = 1; epoch = 38## Evaluation Results (Regional Datasets)9 10| Dataset | Top-1 | Top-2 | Top-3 | Top-4 | Top-5 | Top-6 | Top-7 | Top-8 | Top-9 | Top-10 | Top-11 | Top-12 | F1 Macro | F1 Weighted |11| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |12| **Afrobarometer** | **50.37%** | 68.75% | **75.74%** | 79.78% | **83.82%** | 85.66% | 87.87% | 92.28% | 93.75% | 97.06% | 97.79% | **100%** | 0.3070 | 0.4950 |13| **CGSS** | **33.75%** | 50.79% | **66.56%** | 74.13% | **81.07%** | 85.49% | 89.27% | 91.17% | 94.01% | 96.53% | 98.11% | **100%** | 0.2480 | 0.3593 |14| **EVS** | **43.15%** | 55.60% | **66.80%** | 73.86% | **82.99%** | 90.04% | 94.61% | 96.27% | 97.51% | 99.17% | 99.59% | **100%** | 0.3485 | 0.4256 |15| **GSS** | **45.45%** | 66.67% | **77.65%** | 85.23% | **89.02%** | 93.56% | 95.08% | 95.83% | 98.48% | 99.24% | 100.00% | **100%** | 0.3636 | 0.4749 |16| **ISD** | **54.39%** | 70.71% | **79.50%** | 87.45% | **92.47%** | 94.14% | 95.40% | 97.49% | 97.49% | 99.16% | 100.00% | **100%** | 0.2799 | 0.6121 |17| **LAPOP** | **43.96%** | 65.77% | **73.49%** | 78.86% | **83.89%** | 87.58% | 91.28% | 93.96% | 96.98% | 97.99% | 98.99% | **100%** | 0.3146 | 0.4296 |18> **Note:**19> - **Afrobarometer**: Africa, **CGSS**: China, **EVS**: Europe, **GSS**: USA, **ISD**: International Social Survey, **LAPOP**: Latin America.20