| model,benchmark,accuracy,f1_macro,f1_weighted,precision_macro,recall_macro,n_samples,n_classes |
| gherbal-v2,flores-devtest,0.1495,0.0588,0.0616,0.0442,0.1452,222640,214 |
| gherbal-v2,flores-dev,0.147,0.0571,0.0602,0.0429,0.1419,224325,220 |
| gherbal-v2,madar,0.5811,0.1944,0.5625,0.1991,0.2046,5600,15 |
| gherbal-v2,gherbal-multi,0.7961,0.6377,0.8132,0.6733,0.6217,184994,36 |
| gherbal-v2,atlasia-lid,0.6561,0.1481,0.6199,0.152,0.1612,234327,15 |
| gherbal-v2,wili-2018,0.2374,0.1173,0.1296,0.0909,0.2149,62000,124 |
| gherbal-v2,commonlid,0.5934,0.1506,0.5493,0.1377,0.2193,373230,101 |
| gherbal-v2,bouquet,0.0986,0.0297,0.0313,0.0209,0.0935,289300,275 |
| gherbal-v3,flores-devtest,0.3605,0.2412,0.2548,0.216,0.3427,222640,214 |
| gherbal-v3,flores-dev,0.3581,0.2366,0.2514,0.2075,0.3384,224325,220 |
| gherbal-v3,madar,0.5745,0.2402,0.5518,0.272,0.2442,5600,15 |
| gherbal-v3,gherbal-multi,0.8966,0.3534,0.9028,0.3562,0.3514,184994,36 |
| gherbal-v3,atlasia-lid,0.6561,0.108,0.6252,0.1132,0.1282,234327,15 |
| gherbal-v3,wili-2018,0.4695,0.2834,0.3771,0.2544,0.3529,62000,124 |
| gherbal-v3,commonlid,0.7441,0.1718,0.7457,0.1667,0.2198,373230,101 |
| gherbal-v3,bouquet,0.1914,0.0939,0.1086,0.083,0.1655,289300,275 |
| gherbal-v4,flores-devtest,0.85,0.7693,0.8245,0.7712,0.7943,222640,214 |
| gherbal-v4,flores-dev,0.8334,0.7485,0.801,0.745,0.7798,224325,220 |
| gherbal-v4,madar,0.6298,0.2608,0.6169,0.316,0.2712,5600,15 |
| gherbal-v4,gherbal-multi,0.8699,0.163,0.8964,0.1684,0.1583,184994,36 |
| gherbal-v4,atlasia-lid,0.6909,0.109,0.6653,0.1283,0.114,234327,15 |
| gherbal-v4,wili-2018,0.9153,0.6489,0.921,0.6729,0.6448,62000,124 |
| gherbal-v4,commonlid,0.798,0.2286,0.8291,0.2276,0.2604,373230,101 |
| gherbal-v4,bouquet,0.4628,0.3074,0.3845,0.2855,0.3699,289300,275 |
| nllb-lid,flores-devtest,0.8331,0.7481,0.8088,0.746,0.7715,222640,214 |
| nllb-lid,flores-dev,0.8129,0.708,0.7853,0.7046,0.7338,224325,220 |
| nllb-lid,madar,0.1052,0.0087,0.0202,0.0048,0.0454,5600,15 |
| nllb-lid,gherbal-multi,0.7522,0.1447,0.752,0.1549,0.1429,184994,36 |
| nllb-lid,atlasia-lid,0.3348,0.0091,0.1686,0.0061,0.0182,234327,15 |
| nllb-lid,wili-2018,0.927,0.7721,0.9278,0.7828,0.7715,62000,124 |
| nllb-lid,commonlid,0.8609,0.2541,0.8711,0.2561,0.2757,373230,101 |
| nllb-lid,bouquet,0.5023,0.3398,0.4214,0.3145,0.4051,289300,275 |
| openlid-v1,flores-devtest,0.8425,0.7907,0.8167,0.7913,0.8166,222640,214 |
| openlid-v1,flores-dev,0.8187,0.7628,0.7871,0.7553,0.7944,224325,220 |
| openlid-v1,madar,0.5587,0.205,0.5456,0.207,0.2425,5600,15 |
| openlid-v1,gherbal-multi,0.8296,0.1717,0.8525,0.1794,0.1675,184994,36 |
| openlid-v1,atlasia-lid,0.4845,0.0591,0.468,0.0612,0.0768,234327,15 |
| openlid-v1,wili-2018,0.943,0.7669,0.9462,0.7743,0.7643,62000,124 |
| openlid-v1,commonlid,0.8405,0.2561,0.8668,0.2474,0.3004,373230,101 |
| openlid-v1,bouquet,0.4856,0.3299,0.3983,0.3023,0.4023,289300,275 |
| openlid-v2,flores-devtest,0.8748,0.8507,0.8471,0.8509,0.8798,222640,214 |
| openlid-v2,flores-dev,0.8508,0.8203,0.8169,0.8157,0.8556,224325,220 |
| openlid-v2,madar,0.6262,0.2403,0.6004,0.2358,0.289,5600,15 |
| openlid-v2,gherbal-multi,0.7762,0.1547,0.8126,0.1655,0.148,184994,36 |
| openlid-v2,atlasia-lid,0.5735,0.055,0.5322,0.0525,0.0724,234327,15 |
| openlid-v2,wili-2018,0.9368,0.7881,0.9407,0.7954,0.7849,62000,124 |
| openlid-v2,commonlid,0.8221,0.2588,0.8466,0.2509,0.2962,373230,101 |
| openlid-v2,bouquet,0.4941,0.3344,0.4001,0.305,0.413,289300,275 |
| fastlid-176,flores-devtest,0.4006,0.2516,0.3302,0.2426,0.3059,222640,214 |
| fastlid-176,flores-dev,0.3866,0.243,0.3166,0.2332,0.2979,224325,220 |
| fastlid-176,madar,0.1352,0.0228,0.0637,0.028,0.055,5600,15 |
| fastlid-176,gherbal-multi,0.6472,0.1282,0.6143,0.1357,0.1337,184994,36 |
| fastlid-176,atlasia-lid,0.3899,0.0174,0.2532,0.0187,0.0233,234327,15 |
| fastlid-176,wili-2018,0.7152,0.5118,0.6769,0.5197,0.5408,62000,124 |
| fastlid-176,commonlid,0.7702,0.1947,0.7424,0.2009,0.2226,373230,101 |
| fastlid-176,bouquet,0.2724,0.1558,0.2034,0.143,0.2087,289300,275 |
| glotlid,flores-devtest,0.9253,0.5562,0.9259,0.5635,0.5566,222640,214 |
| glotlid,flores-dev,0.931,0.5972,0.9317,0.6025,0.5976,224325,220 |
| glotlid,madar,0.5648,0.162,0.5626,0.1606,0.1912,5600,15 |
| glotlid,gherbal-multi,0.7772,0.0372,0.801,0.0396,0.0362,184994,36 |
| glotlid,atlasia-lid,0.4977,0.0229,0.4963,0.0256,0.0289,234327,15 |
| glotlid,wili-2018,0.9398,0.614,0.9457,0.6207,0.6101,62000,124 |
| glotlid,commonlid,0.7888,0.0747,0.8046,0.0734,0.0824,373230,101 |
| glotlid,bouquet,0.6659,0.0998,0.659,0.105,0.1008,289300,275 |
| openlid-v3,flores-devtest,0.8556,0.8158,0.8336,0.8059,0.8379,222640,214 |
| openlid-v3,flores-dev,0.8318,0.7876,0.8042,0.775,0.8153,224325,220 |
| openlid-v3,madar,0.0,0.0,0.0,0.0,0.0,5600,15 |
| openlid-v3,gherbal-multi,0.6619,0.1438,0.6995,0.1557,0.1361,184994,36 |
| openlid-v3,atlasia-lid,0.0,0.0,0.0,0.0,0.0,234327,15 |
| openlid-v3,wili-2018,0.9185,0.7615,0.9211,0.767,0.7593,62000,124 |
| openlid-v3,commonlid,0.6662,0.2443,0.6888,0.2394,0.272,373230,101 |
| openlid-v3,bouquet,0.4883,0.3414,0.4059,0.3145,0.4106,289300,275 |
| gherbal-v1,flores-devtest,0.1374,0.0582,0.0571,0.0426,0.1399,222640,214 |
| gherbal-v1,flores-dev,0.1345,0.0564,0.0557,0.0413,0.1363,224325,220 |
| gherbal-v1,madar,0.2771,0.0618,0.1621,0.0491,0.1103,5600,15 |
| gherbal-v1,gherbal-multi,0.8385,0.8311,0.8339,0.8667,0.8366,184994,36 |
| gherbal-v1,atlasia-lid,0.2718,0.0246,0.1878,0.0194,0.0596,234327,15 |
| gherbal-v1,wili-2018,0.2249,0.1189,0.1218,0.0949,0.2196,62000,124 |
| gherbal-v1,commonlid,0.6074,0.1645,0.5658,0.1471,0.2279,373230,101 |
| gherbal-v1,bouquet,0.0975,0.035,0.0358,0.0247,0.0954,289300,275 |
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