Development Results:
| Model Name | ro | gu | pa | lt | az | uk | pl | qu | hu | fi | et | tr | kk | zh | my | yo | sw | th | ko | ka | ja | ru | bg | es | pt | it | fr | fa | ur | mr | hi | bn | el | de | en | nl | af | te | ta | ml | eu | tl | ms | jv | id | vi | he | ar | Avg. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-1/best-model.pt | 72.6 | 55.2 | 45.1 | 74.9 | 70.2 | 78.2 | 78.6 | 56.8 | 78.9 | 74.8 | 72.4 | 76.8 | 47.9 | 30.7 | 57 | 36.1 | 68.6 | 4.3 | 51.2 | 65.2 | 22.2 | 65.2 | 77.8 | 75.4 | 79 | 78.2 | 77.4 | 50.2 | 58.3 | 60.6 | 70.3 | 69.8 | 73.1 | 75.1 | 83.5 | 80.5 | 74.5 | 51.6 | 55.9 | 61 | 60.8 | 73.7 | 54.4 | 51.2 | 50.2 | 69.6 | 52.3 | 47.9 | 62.9 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-2/best-model.pt | 72.1 | 52.7 | 44.6 | 74.9 | 70.4 | 70.2 | 78.9 | 56.1 | 78.1 | 74.9 | 72 | 76.1 | 46.8 | 28.4 | 57.7 | 31.4 | 68.6 | 4.2 | 49.2 | 68 | 21.3 | 64.4 | 78.8 | 76.4 | 78.9 | 78.4 | 77.7 | 47.4 | 59.1 | 62.2 | 67.6 | 68.2 | 74.8 | 75.5 | 83.7 | 80.4 | 76.1 | 48 | 57.4 | 61.1 | 59.4 | 71.6 | 56.5 | 52.1 | 52.3 | 66.2 | 51.4 | 48.6 | 62.4 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-3/best-model.pt | 70.9 | 56.7 | 47.3 | 73.8 | 67.9 | 75.7 | 78.9 | 48 | 77 | 74.8 | 72.9 | 74.2 | 49.2 | 27.5 | 52.2 | 34 | 66.3 | 4.6 | 50.5 | 68.7 | 21 | 65.3 | 78.9 | 73.6 | 78.1 | 77.4 | 77.2 | 47.7 | 55.5 | 58.5 | 68.3 | 69.1 | 73.3 | 74.8 | 83.8 | 80.9 | 75 | 49.2 | 55.9 | 60.9 | 55.9 | 71 | 65.6 | 49 | 50.6 | 66.3 | 51.7 | 50.6 | 62.2 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-4/best-model.pt | 73 | 54.3 | 44.7 | 74.9 | 69.1 | 76.9 | 79.2 | 57 | 78 | 75 | 73.1 | 76.4 | 44.2 | 28.7 | 55.4 | 35.1 | 69.4 | 5.1 | 50.3 | 65.5 | 21.2 | 65.5 | 78.2 | 77.6 | 77.9 | 77.9 | 77.2 | 47.1 | 53.3 | 60.1 | 68.1 | 69.3 | 73.2 | 75.2 | 83.7 | 80.6 | 75.9 | 49.7 | 56.1 | 57.4 | 58.4 | 70.1 | 65.7 | 52.1 | 50.4 | 67.1 | 52 | 44.5 | 62.3 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-5/best-model.pt | 78.6 | 54.3 | 42.7 | 75 | 68.7 | 78.4 | 79.4 | 58.7 | 80.2 | 75.7 | 74.3 | 78.1 | 45 | 29.7 | 57.6 | 38.6 | 66.6 | 4.7 | 51.1 | 67.5 | 21 | 65.9 | 78.7 | 77.9 | 79.4 | 78.7 | 78.6 | 51.3 | 62.3 | 61.5 | 69.9 | 66.9 | 74.9 | 75.7 | 83.7 | 80.6 | 75.2 | 50.8 | 56.3 | 60.6 | 59.6 | 73.1 | 68.1 | 57.3 | 51.7 | 66.3 | 54.2 | 48.6 | 63.4 |
| Language Avg. | 73.4 | 54.6 | 44.9 | 74.7 | 69.3 | 75.9 | 79 | 55.3 | 78.4 | 75 | 72.9 | 76.3 | 46.6 | 29 | 56 | 35 | 67.9 | 4.6 | 50.5 | 67 | 21.3 | 65.3 | 78.5 | 76.2 | 78.7 | 78.1 | 77.6 | 48.7 | 57.7 | 60.6 | 68.8 | 68.7 | 73.9 | 75.3 | 83.7 | 80.6 | 75.3 | 49.9 | 56.3 | 60.2 | 58.8 | 71.9 | 62.1 | 52.3 | 51 | 67.1 | 52.3 | 48 | 62.2 |
Test Results:
| Model Name | ro | gu | pa | lt | az | uk | pl | qu | hu | fi | et | tr | kk | zh | my | yo | sw | th | ko | ka | ja | ru | bg | es | pt | it | fr | fa | ur | mr | hi | bn | el | de | en | nl | af | te | ta | ml | eu | tl | ms | jv | id | vi | he | ar | Avg. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-1/best-model.pt | 72.9 | 69.7 | 49.8 | 74.4 | 64.6 | 78.7 | 77.9 | 58.4 | 78.2 | 75.4 | 72.6 | 76.7 | 46.8 | 31.2 | 55.1 | 35.9 | 68.3 | 4.4 | 50.1 | 65.1 | 23.1 | 65 | 76.7 | 75.7 | 79.4 | 77.6 | 77.3 | 50.7 | 56 | 63 | 69.3 | 69.5 | 73.5 | 75.3 | 83.6 | 80.7 | 75.9 | 52.2 | 57.5 | 63.1 | 61.2 | 72.3 | 55.7 | 58.5 | 49.1 | 70 | 52.6 | 47.7 | 62.9 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-2/best-model.pt | 72.7 | 67.1 | 50 | 74.7 | 65.7 | 70.8 | 78.8 | 60.2 | 77.3 | 75.9 | 72.5 | 76.3 | 45.1 | 29.4 | 51.3 | 37.8 | 68 | 4.3 | 48.1 | 68.5 | 21.8 | 64.5 | 78.2 | 77.3 | 79.1 | 77.9 | 78.2 | 47.9 | 56.4 | 61.5 | 66.5 | 70.2 | 74.8 | 75.3 | 83.4 | 80.4 | 76.4 | 46.7 | 58.2 | 62.2 | 59.7 | 71.8 | 58.6 | 56 | 51.3 | 66.9 | 51.5 | 48.2 | 62.4 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-3/best-model.pt | 71.4 | 62.6 | 51.9 | 73.3 | 61.9 | 76.6 | 78.4 | 58.8 | 76.5 | 75.4 | 72.9 | 74.2 | 48 | 28.3 | 55 | 36.4 | 65.6 | 4.7 | 49.3 | 69.2 | 21.7 | 65.3 | 77.9 | 74.3 | 78.3 | 77.3 | 77.6 | 47.6 | 51.6 | 59.4 | 67.3 | 70.4 | 73.6 | 74.9 | 83.1 | 81 | 75.7 | 50 | 56 | 64.3 | 56.7 | 70.9 | 64.2 | 58.2 | 49.8 | 67.5 | 52.2 | 50.5 | 62.2 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-4/best-model.pt | 73.3 | 61.8 | 53.6 | 74.3 | 62.9 | 77.5 | 78.7 | 64.4 | 77.2 | 75.9 | 72.9 | 76.6 | 42.3 | 29.2 | 50.7 | 39.8 | 68.4 | 5.4 | 49.1 | 66.4 | 21.4 | 65.4 | 77.1 | 78.1 | 78.3 | 77.2 | 77.4 | 47.1 | 51.4 | 60.6 | 67 | 69.7 | 73.8 | 75.5 | 83.5 | 80.7 | 76 | 47.9 | 56.1 | 59 | 58.6 | 73.1 | 65.8 | 57.3 | 49.2 | 67.9 | 52.1 | 44 | 62.3 |
| wikiann-en-fine-tuned-xlm-roberta-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-5/best-model.pt | 78.6 | 66.2 | 47.7 | 74.6 | 65.1 | 79.1 | 78.4 | 62.1 | 79.5 | 76.8 | 74.2 | 78.2 | 43.6 | 30.8 | 49.6 | 38.3 | 64.7 | 4.7 | 50.3 | 68.1 | 21.3 | 65.8 | 77.6 | 78.3 | 80 | 78.6 | 78.9 | 51.9 | 60.2 | 61.9 | 68.8 | 68.2 | 74.9 | 76.1 | 83.5 | 81 | 75.2 | 49.9 | 56.3 | 62.4 | 59.5 | 72.7 | 67.4 | 61.6 | 50.8 | 67.1 | 54.5 | 48.7 | 63.4 |
| Language Avg. | 73.8 | 65.5 | 50.6 | 74.3 | 64 | 76.5 | 78.4 | 60.8 | 77.7 | 75.9 | 73 | 76.4 | 45.2 | 29.8 | 52.3 | 37.6 | 67 | 4.7 | 49.4 | 67.5 | 21.9 | 65.2 | 77.5 | 76.7 | 79 | 77.7 | 77.9 | 49 | 55.1 | 61.3 | 67.8 | 69.6 | 74.1 | 75.4 | 83.4 | 80.8 | 75.8 | 49.3 | 56.8 | 62.2 | 59.1 | 72.2 | 62.3 | 58.3 | 50 | 67.9 | 52.6 | 47.8 | 62.6 |