tnh0527's picture
Update embeddinggemma-300m-memory-ft-v2 documentation
d02f909 verified
Raw History Blame Contribute Delete
14.5 kB
{
"queries": 970,
"models": {
"cuda": {
"1": {
"scored_queries": 965,
"excluded_queries": 5,
"hit": 0.7233160621761658,
"precision": 0.7233160621761658,
"macro_precision": 0.7233160621761658,
"ndcg": 0.6458425857389588,
"known_positive_recall": 0.021209009540392988,
"recall_queries": 920,
"useful": 698,
"retained": 965,
"excluded_positions": 0,
"mean_useful": 0.7233160621761658,
"mean_retained": 1.0
},
"3": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8536082474226804,
"precision": 0.7157640565712314,
"macro_precision": 0.7166666666666667,
"ndcg": 0.6374467700901159,
"known_positive_recall": 0.0589083117861917,
"recall_queries": 925,
"useful": 2075,
"retained": 2899,
"excluded_positions": 11,
"mean_useful": 2.1391752577319587,
"mean_retained": 2.988659793814433
},
"5": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8845360824742268,
"precision": 0.7028311634635255,
"macro_precision": 0.7031786941580757,
"ndcg": 0.632593817782834,
"known_positive_recall": 0.09351524011264825,
"recall_queries": 925,
"useful": 3401,
"retained": 4839,
"excluded_positions": 11,
"mean_useful": 3.5061855670103093,
"mean_retained": 4.988659793814433
},
"10": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8989690721649485,
"precision": 0.67180070291503,
"macro_precision": 0.6722631320569465,
"ndcg": 0.6315462046841925,
"known_positive_recall": 0.17039667688880922,
"recall_queries": 925,
"useful": 6499,
"retained": 9674,
"excluded_positions": 26,
"mean_useful": 6.7,
"mean_retained": 9.97319587628866
},
"20": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.9103092783505154,
"precision": 0.61794500723589,
"macro_precision": 0.6184956360634603,
"ndcg": 0.6416731640651591,
"known_positive_recall": 0.29717756138114526,
"recall_queries": 925,
"useful": 11956,
"retained": 19348,
"excluded_positions": 52,
"mean_useful": 12.32577319587629,
"mean_retained": 19.94639175257732
},
"50": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.9309278350515464,
"precision": 0.4043216890119198,
"macro_precision": 0.4044939351610387,
"ndcg": 0.6051209510262134,
"known_positive_recall": 0.4598077844640693,
"recall_queries": 925,
"useful": 19572,
"retained": 48407,
"excluded_positions": 93,
"mean_useful": 20.177319587628865,
"mean_retained": 49.904123711340205
},
"selected": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8618556701030928,
"precision": 0.8033770583310076,
"macro_precision": 0.7040325511660611,
"ndcg": 0.6359990281117442,
"known_positive_recall": 0.128026594631235,
"recall_queries": 925,
"useful": 5757,
"retained": 7166,
"excluded_positions": 17,
"mean_useful": 5.935051546391753,
"mean_retained": 7.387628865979382
}
},
"vulkan": {
"1": {
"scored_queries": 965,
"excluded_queries": 5,
"hit": 0.7243523316062176,
"precision": 0.7243523316062176,
"macro_precision": 0.7243523316062176,
"ndcg": 0.6461386627189736,
"known_positive_recall": 0.021228078953055077,
"recall_queries": 920,
"useful": 699,
"retained": 965,
"excluded_positions": 0,
"mean_useful": 0.7243523316062176,
"mean_retained": 1.0
},
"3": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8525773195876288,
"precision": 0.7157640565712314,
"macro_precision": 0.7166666666666667,
"ndcg": 0.6373247400469291,
"known_positive_recall": 0.05893952330659241,
"recall_queries": 925,
"useful": 2075,
"retained": 2899,
"excluded_positions": 11,
"mean_useful": 2.1391752577319587,
"mean_retained": 2.988659793814433
},
"5": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8845360824742268,
"precision": 0.7023563455973543,
"macro_precision": 0.702766323024055,
"ndcg": 0.6321994825191731,
"known_positive_recall": 0.09344587015679974,
"recall_queries": 925,
"useful": 3398,
"retained": 4838,
"excluded_positions": 12,
"mean_useful": 3.5030927835051546,
"mean_retained": 4.9876288659793815
},
"10": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8989690721649485,
"precision": 0.6723514211886304,
"macro_precision": 0.6727589592538046,
"ndcg": 0.631891212140629,
"known_positive_recall": 0.17053838380216288,
"recall_queries": 925,
"useful": 6505,
"retained": 9675,
"excluded_positions": 25,
"mean_useful": 6.706185567010309,
"mean_retained": 9.974226804123711
},
"20": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.9103092783505154,
"precision": 0.6178416373785404,
"macro_precision": 0.6183925432799551,
"ndcg": 0.6416203428445276,
"known_positive_recall": 0.2971249330393808,
"recall_queries": 925,
"useful": 11954,
"retained": 19348,
"excluded_positions": 52,
"mean_useful": 12.323711340206186,
"mean_retained": 19.94639175257732
},
"50": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.9309278350515464,
"precision": 0.4043216890119198,
"macro_precision": 0.4044939351610387,
"ndcg": 0.6050905860403181,
"known_positive_recall": 0.4598077844640693,
"recall_queries": 925,
"useful": 19572,
"retained": 48407,
"excluded_positions": 93,
"mean_useful": 20.177319587628865,
"mean_retained": 49.904123711340205
},
"selected": {
"scored_queries": 970,
"excluded_queries": 0,
"hit": 0.8608247422680413,
"precision": 0.8027855153203343,
"macro_precision": 0.7038533836490732,
"ndcg": 0.6358997417721292,
"known_positive_recall": 0.12825382711378852,
"recall_queries": 925,
"useful": 5764,
"retained": 7180,
"excluded_positions": 17,
"mean_useful": 5.942268041237114,
"mean_retained": 7.402061855670103
}
}
},
"public": {},
"answerable": {
"queries": 925,
"models": {
"cuda": {
"1": {
"scored_queries": 920,
"excluded_queries": 5,
"hit": 0.758695652173913,
"precision": 0.758695652173913,
"macro_precision": 0.758695652173913,
"ndcg": 0.6513457556935818,
"known_positive_recall": 0.021209009540392988,
"recall_queries": 920,
"useful": 698,
"retained": 920,
"excluded_positions": 0,
"mean_useful": 0.758695652173913,
"mean_retained": 1.0
},
"3": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.8951351351351351,
"precision": 0.7507235890014472,
"macro_precision": 0.7515315315315315,
"ndcg": 0.6422807686434969,
"known_positive_recall": 0.0589083117861917,
"recall_queries": 925,
"useful": 2075,
"retained": 2764,
"excluded_positions": 11,
"mean_useful": 2.2432432432432434,
"mean_retained": 2.9881081081081082
},
"5": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9275675675675675,
"precision": 0.7371044646727352,
"macro_precision": 0.7373873873873874,
"ndcg": 0.6375956845322198,
"known_positive_recall": 0.09351524011264825,
"recall_queries": 925,
"useful": 3401,
"retained": 4614,
"excluded_positions": 11,
"mean_useful": 3.676756756756757,
"mean_retained": 4.988108108108108
},
"10": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9427027027027027,
"precision": 0.7045750216825672,
"macro_precision": 0.704967824967825,
"ndcg": 0.6377512015628823,
"known_positive_recall": 0.17039667688880922,
"recall_queries": 925,
"useful": 6499,
"retained": 9224,
"excluded_positions": 26,
"mean_useful": 7.025945945945946,
"mean_retained": 9.971891891891891
},
"20": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9545945945945946,
"precision": 0.6480919340849957,
"macro_precision": 0.648584612953034,
"ndcg": 0.6491335337062211,
"known_positive_recall": 0.29717756138114526,
"recall_queries": 925,
"useful": 11956,
"retained": 18448,
"excluded_positions": 52,
"mean_useful": 12.925405405405405,
"mean_retained": 19.943783783783783
},
"50": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9762162162162162,
"precision": 0.424031024546656,
"macro_precision": 0.42417201849319736,
"ndcg": 0.6129768665312807,
"known_positive_recall": 0.4598077844640693,
"recall_queries": 925,
"useful": 19572,
"retained": 46157,
"excluded_positions": 93,
"mean_useful": 21.158918918918918,
"mean_retained": 49.89945945945946
},
"selected": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9037837837837838,
"precision": 0.8188024463092021,
"macro_precision": 0.7382827833849506,
"ndcg": 0.6407625959742856,
"known_positive_recall": 0.128026594631235,
"recall_queries": 925,
"useful": 5757,
"retained": 7031,
"excluded_positions": 17,
"mean_useful": 6.223783783783784,
"mean_retained": 7.601081081081081
}
},
"vulkan": {
"1": {
"scored_queries": 920,
"excluded_queries": 5,
"hit": 0.7597826086956522,
"precision": 0.7597826086956522,
"macro_precision": 0.7597826086956522,
"ndcg": 0.6516563146997929,
"known_positive_recall": 0.021228078953055077,
"recall_queries": 920,
"useful": 699,
"retained": 920,
"excluded_positions": 0,
"mean_useful": 0.7597826086956522,
"mean_retained": 1.0
},
"3": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.894054054054054,
"precision": 0.7507235890014472,
"macro_precision": 0.7515315315315315,
"ndcg": 0.6421528020036147,
"known_positive_recall": 0.05893952330659241,
"recall_queries": 925,
"useful": 2075,
"retained": 2764,
"excluded_positions": 11,
"mean_useful": 2.2432432432432434,
"mean_retained": 2.9881081081081082
},
"5": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9275675675675675,
"precision": 0.7366139171905485,
"macro_precision": 0.736954954954955,
"ndcg": 0.6371821653908674,
"known_positive_recall": 0.09344587015679974,
"recall_queries": 925,
"useful": 3398,
"retained": 4613,
"excluded_positions": 12,
"mean_useful": 3.6735135135135133,
"mean_retained": 4.987027027027027
},
"10": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9427027027027027,
"precision": 0.7051490514905149,
"macro_precision": 0.7054877734877735,
"ndcg": 0.6381124055299272,
"known_positive_recall": 0.17053838380216288,
"recall_queries": 925,
"useful": 6505,
"retained": 9225,
"excluded_positions": 25,
"mean_useful": 7.032432432432432,
"mean_retained": 9.972972972972974
},
"20": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9545945945945946,
"precision": 0.6479835212489159,
"macro_precision": 0.6484765048449259,
"ndcg": 0.6490652861835569,
"known_positive_recall": 0.2971249330393808,
"recall_queries": 925,
"useful": 11954,
"retained": 18448,
"excluded_positions": 52,
"mean_useful": 12.923243243243244,
"mean_retained": 19.943783783783783
},
"50": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9762162162162162,
"precision": 0.424031024546656,
"macro_precision": 0.42417201849319736,
"ndcg": 0.6129402668287812,
"known_positive_recall": 0.4598077844640693,
"recall_queries": 925,
"useful": 19572,
"retained": 46157,
"excluded_positions": 93,
"mean_useful": 21.158918918918918,
"mean_retained": 49.89945945945946
},
"selected": {
"scored_queries": 925,
"excluded_queries": 0,
"hit": 0.9027027027027027,
"precision": 0.8181689141234918,
"macro_precision": 0.7380948996103794,
"ndcg": 0.640658479488419,
"known_positive_recall": 0.12825382711378852,
"recall_queries": 925,
"useful": 5764,
"retained": 7045,
"excluded_positions": 17,
"mean_useful": 6.231351351351352,
"mean_retained": 7.616216216216216
}
}
}
}
}