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-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-1/best-model.pt | 77.1 | 54.8 | 48.7 | 73.4 | 69.4 | 66.6 | 80 | 58.8 | 79.4 | 75.8 | 75.7 | 73.6 | 52.2 | 27.6 | 61 | 52.5 | 73.4 | 2 | 51.5 | 69.6 | 19.3 | 68.3 | 79.8 | 74.6 | 78.8 | 79.7 | 76.3 | 49.4 | 44.5 | 59.6 | 67.7 | 72.5 | 75.2 | 76 | 84.3 | 81 | 78.7 | 52.1 | 57.8 | 57.2 | 62.9 | 77.6 | 70.9 | 59.6 | 54.1 | 66.1 | 61 | 43.1 | 64.2 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-2/best-model.pt | 75.3 | 58.8 | 49.8 | 76.9 | 72.2 | 68.4 | 80.3 | 60 | 79.7 | 77.4 | 75.7 | 79.4 | 52.7 | 30.1 | 54.7 | 52.7 | 70.6 | 2.5 | 52.3 | 69.8 | 20.7 | 68.2 | 79.8 | 77.5 | 79.8 | 80.1 | 76.9 | 52.5 | 56.5 | 61.6 | 70.1 | 74.4 | 76.3 | 77.2 | 84.4 | 81.9 | 80.1 | 52.9 | 57 | 63.4 | 65.7 | 77.1 | 70.5 | 55.1 | 55.7 | 71.7 | 59.9 | 50 | 65.8 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-3/best-model.pt | 82.1 | 57.5 | 54.6 | 77.4 | 71.4 | 71.1 | 80 | 56.4 | 80.8 | 77.1 | 77.1 | 78.8 | 48.3 | 27.5 | 58.4 | 48 | 72.3 | 1.7 | 53.9 | 70.9 | 19 | 68.6 | 80.1 | 73.5 | 80.2 | 80.2 | 78.9 | 57.9 | 60.2 | 65.9 | 69.5 | 72.5 | 76.8 | 78 | 84.5 | 82.2 | 80.5 | 52.1 | 58.1 | 60.4 | 67 | 75.4 | 71.6 | 54.6 | 56.1 | 73.1 | 62.5 | 52.4 | 66.1 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-4/best-model.pt | 77.9 | 61.2 | 49.8 | 74.6 | 68.8 | 69.7 | 79.6 | 63 | 78.7 | 76 | 76.2 | 76.2 | 49.3 | 25.2 | 55.6 | 56.9 | 71.8 | 3.8 | 50.6 | 70.6 | 19.3 | 67.3 | 78.9 | 74.5 | 78.1 | 79.6 | 76.6 | 44.1 | 47.2 | 61.6 | 66.3 | 71.1 | 74.8 | 76.1 | 84.1 | 80.9 | 78.9 | 52.2 | 56.4 | 60.4 | 66.5 | 77 | 70.3 | 55.6 | 53.6 | 65.7 | 60 | 45.8 | 63.9 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-5/best-model.pt | 73.5 | 62.2 | 45.2 | 75.6 | 70.1 | 71 | 80.1 | 60 | 79.7 | 76.7 | 76 | 77.5 | 48.4 | 28.5 | 59 | 60.2 | 72.4 | 3.8 | 54.3 | 70 | 21.2 | 69.5 | 80.4 | 79 | 81.2 | 80 | 77.3 | 52.8 | 45.8 | 61.6 | 69.8 | 73.3 | 76 | 76.5 | 84.5 | 81.2 | 79.1 | 51.3 | 56.4 | 59.9 | 65.8 | 77.9 | 69.9 | 58.8 | 54.2 | 69.3 | 61.6 | 45.9 | 65.2 |
Language Avg. | 77.2 | 58.9 | 49.6 | 75.6 | 70.4 | 69.4 | 80 | 59.6 | 79.7 | 76.6 | 76.1 | 77.1 | 50.2 | 27.8 | 57.7 | 54.1 | 72.1 | 2.8 | 52.5 | 70.2 | 19.9 | 68.4 | 79.8 | 75.8 | 79.6 | 79.9 | 77.2 | 51.3 | 50.8 | 62.1 | 68.7 | 72.8 | 75.8 | 76.8 | 84.4 | 81.4 | 79.5 | 52.1 | 57.1 | 60.3 | 65.6 | 77 | 70.6 | 56.7 | 54.7 | 69.2 | 61 | 47.4 | 64.4 |
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-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-1/best-model.pt | 77.2 | 62.5 | 50.2 | 73.1 | 65.2 | 66.9 | 79.4 | 63.6 | 78.4 | 77 | 76.1 | 73.5 | 51 | 27.7 | 59.7 | 61.4 | 72.9 | 1.7 | 50.7 | 70.8 | 20.5 | 68.1 | 79.1 | 75.3 | 79 | 79.1 | 77.1 | 49.9 | 47.5 | 61.2 | 68.8 | 74.2 | 75.2 | 76.3 | 84.4 | 80.8 | 78.8 | 51.5 | 56.2 | 60.6 | 63.7 | 75.9 | 71.6 | 64.8 | 53.4 | 66.6 | 60.6 | 43.2 | 64.2 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-2/best-model.pt | 75.1 | 69.5 | 56.6 | 75.9 | 67.5 | 68.3 | 80.2 | 69 | 79.3 | 78.4 | 76.1 | 78.9 | 50.3 | 30.4 | 59.1 | 62.2 | 69.7 | 2.3 | 51.6 | 70.7 | 21.4 | 67.6 | 79.4 | 78.3 | 80.1 | 79.4 | 77.5 | 52.6 | 56.2 | 62.1 | 69.8 | 73.2 | 76.1 | 77.6 | 83.9 | 81.7 | 79.4 | 51.9 | 57.4 | 64.3 | 65.7 | 76 | 70.6 | 67.8 | 54.5 | 71.9 | 60 | 49.8 | 65.8 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-3/best-model.pt | 83 | 65.4 | 55.1 | 76.7 | 66.3 | 71.6 | 80.1 | 70.7 | 80.2 | 78.4 | 76.9 | 78.4 | 46.9 | 27.7 | 58.3 | 58.8 | 71.9 | 1.6 | 52.7 | 71.6 | 19.7 | 67.5 | 79.8 | 73.4 | 80.6 | 79.9 | 78.7 | 58.3 | 59.1 | 62.2 | 69.6 | 75.3 | 77.3 | 78.3 | 83.9 | 82 | 79.8 | 50.6 | 57.1 | 65.2 | 67 | 74.4 | 71.4 | 66.4 | 55.5 | 73.1 | 62.5 | 52 | 66.1 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-4/best-model.pt | 77.6 | 64.5 | 53.2 | 74.1 | 63.8 | 69.5 | 79.4 | 67.5 | 78.1 | 77.6 | 75.8 | 76.4 | 47.2 | 25.5 | 56.4 | 60.2 | 71.4 | 3.7 | 49.5 | 71.3 | 19.7 | 66.9 | 78.3 | 75.1 | 78.4 | 79.2 | 76.5 | 44.3 | 48.4 | 62.6 | 68.4 | 69.7 | 75.1 | 76.5 | 83.8 | 81.1 | 78.1 | 50.5 | 54.6 | 62.2 | 66.5 | 77.5 | 69.9 | 58 | 52.8 | 66.8 | 60.2 | 45.3 | 63.9 |
wikiann-en-fine-tuned-stefan-it/xlm-v-base-bs32-wsFalse-e10-lr2e-05-layers-1-crfFalse-5/best-model.pt | 73.2 | 65 | 53 | 74.8 | 67.3 | 70.7 | 79.8 | 63.8 | 79.2 | 78.2 | 75.9 | 76.8 | 47.1 | 29.1 | 58.3 | 70.2 | 72.2 | 3.9 | 53.3 | 71.4 | 21.8 | 68.7 | 80.2 | 79.1 | 81.5 | 79.7 | 77.6 | 53.3 | 46.3 | 61.5 | 69.2 | 73.8 | 75.8 | 77 | 84.3 | 81.1 | 78.2 | 50.1 | 54.2 | 62.6 | 65.7 | 75.8 | 70.6 | 66.9 | 53.1 | 69.7 | 62 | 45.8 | 65.2 |
Language Avg. | 77.2 | 65.4 | 53.6 | 74.9 | 66 | 69.4 | 79.8 | 66.9 | 79 | 77.9 | 76.2 | 76.8 | 48.5 | 28.1 | 58.4 | 62.6 | 71.6 | 2.6 | 51.6 | 71.2 | 20.6 | 67.8 | 79.4 | 76.2 | 79.9 | 79.5 | 77.5 | 51.7 | 51.5 | 61.9 | 69.2 | 73.2 | 75.9 | 77.1 | 84.1 | 81.3 | 78.9 | 50.9 | 55.9 | 63 | 65.7 | 75.9 | 70.8 | 64.8 | 53.9 | 69.6 | 61.1 | 47.2 | 65 |