| model,group,n_countries,tp,mismatch,missed,hallucinated,tn,accuracy,recall_when_filled,precision_when_emitted,hallucination_rate,miss_rate,wrong_when_both_filled,f1,cost_tp,cost_mismatch,cost_missed,cost_hallucinated,cost_tn,cost_accuracy,cost_recall_when_filled,cost_precision_when_emitted,cost_hallucination_rate,cost_miss_rate,cost_wrong_when_both_filled,cost_f1 | |
| gemini/gemini-3.1-flash-lite,civil,11,4840,2242,1042,1151,2396,0.6200,0.5958,0.5879,0.3245,0.1283,0.3166,0.5918,1524,271,429,371,1649,0.7476,0.6853,0.7036,0.1837,0.1929,0.1510,0.6943 | |
| gemini/gemini-3.1-flash-lite,common,8,1991,1246,456,423,1230,0.6025,0.5391,0.5440,0.2559,0.1235,0.3849,0.5415,398,119,155,201,1071,0.7557,0.5923,0.5543,0.1580,0.2307,0.2302,0.5727 | |
| gpt-5.4-mini,civil,11,4916,2374,834,1621,1926,0.5862,0.6051,0.5517,0.4570,0.1027,0.3257,0.5772,1520,320,384,582,1438,0.6970,0.6835,0.6276,0.2881,0.1727,0.1739,0.6543 | |
| gpt-5.4-mini,common,8,2018,1323,351,552,1091,0.5828,0.5466,0.5184,0.3360,0.0951,0.3960,0.5321,382,148,142,240,1028,0.7268,0.5685,0.4961,0.1893,0.2113,0.2792,0.5298 | |
| harvey,civil,11,3242,1332,2099,520,2630,0.5978,0.4858,0.6364,0.1651,0.3146,0.2912,0.5510,1153,181,484,223,1531,0.7514,0.6342,0.7405,0.1271,0.2662,0.1357,0.6833 | |
| harvey,common,8,2099,783,816,259,1378,0.6517,0.5676,0.6683,0.1582,0.2207,0.2717,0.6138,411,118,144,168,1099,0.7784,0.6107,0.5897,0.1326,0.2140,0.2231,0.6000 | |
| harvey-2,civil,11,3138,1179,2467,373,2853,0.5985,0.4626,0.6691,0.1156,0.3636,0.2731,0.5470,1093,151,608,140,1648,0.7530,0.5902,0.7897,0.0783,0.3283,0.1214,0.6755 | |
| harvey-2,common,8,1922,584,1180,181,1446,0.6339,0.5214,0.7153,0.1112,0.3201,0.2330,0.6032,369,74,228,114,1147,0.7847,0.5499,0.6625,0.0904,0.3398,0.1670,0.6010 | |
| legora-1,civil,11,3028,856,1799,262,2536,0.6561,0.5328,0.7303,0.0936,0.3166,0.2204,0.6161,1048,67,384,114,1471,0.8168,0.6991,0.8527,0.0719,0.2562,0.0601,0.7683 | |
| legora-1,common,8,1902,529,1269,124,1522,0.6405,0.5141,0.7444,0.0753,0.3430,0.2176,0.6082,296,22,355,45,1226,0.7829,0.4398,0.8154,0.0354,0.5275,0.0692,0.5714 | |
| legora-2,civil,11,3077,896,1807,281,2574,0.6544,0.5324,0.7233,0.0984,0.3126,0.2255,0.6133,1079,99,352,114,1496,0.8201,0.7052,0.8351,0.0708,0.2301,0.0840,0.7647 | |
| legora-2,common,8,1919,514,1267,130,1516,0.6425,0.5186,0.7487,0.0790,0.3424,0.2113,0.6128,330,46,297,60,1211,0.7927,0.4903,0.7569,0.0472,0.4413,0.1223,0.5951 | |