Sentence Similarity
ONNX
Safetensors
English
ogma
embeddings
dense-retrieval
matryoshka
rag
agents
mteb
semantic-search
text-embeddings
text-embedding
vector-search
document-retrieval
similarity-search
classification
clustering
edge-ai
on-device
local-inference
efficient-ai
rag-retrieval
custom_code
Eval Results (legacy)
File size: 6,261 Bytes
a20bf92 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 | {
"dataset_revision": "ad9991cb51e31e31e430383c75ffb2885547b5f0",
"task_name": "CQADupstackEnglishRetrieval",
"mteb_version": "2.10.7",
"scores": {
"test": [
{
"ndcg_at_1": 0.17197,
"ndcg_at_3": 0.18533,
"ndcg_at_5": 0.19793,
"ndcg_at_10": 0.21105,
"ndcg_at_20": 0.22484,
"ndcg_at_100": 0.25245,
"ndcg_at_1000": 0.2824,
"map_at_1": 0.1352,
"map_at_3": 0.16356,
"map_at_5": 0.17246,
"map_at_10": 0.17919,
"map_at_20": 0.18368,
"map_at_100": 0.18797,
"map_at_1000": 0.1892,
"recall_at_1": 0.1352,
"recall_at_3": 0.19181,
"recall_at_5": 0.22535,
"recall_at_10": 0.26705,
"recall_at_20": 0.31788,
"recall_at_100": 0.45274,
"recall_at_1000": 0.65913,
"accuracy": 0.1352,
"precision_at_1": 0.17197,
"precision_at_3": 0.08875,
"precision_at_5": 0.06484,
"precision_at_10": 0.04025,
"precision_at_20": 0.02529,
"precision_at_100": 0.00773,
"precision_at_1000": 0.0013,
"mrr_at_1": 0.171975,
"mrr_at_3": 0.202442,
"mrr_at_5": 0.21104,
"mrr_at_10": 0.217702,
"mrr_at_20": 0.221492,
"mrr_at_100": 0.225171,
"mrr_at_1000": 0.225945,
"nauc_ndcg_at_1_max": 0.220457,
"nauc_ndcg_at_1_std": 0.038087,
"nauc_ndcg_at_1_diff1": 0.518149,
"nauc_ndcg_at_3_max": 0.193045,
"nauc_ndcg_at_3_std": 0.040276,
"nauc_ndcg_at_3_diff1": 0.463651,
"nauc_ndcg_at_5_max": 0.183746,
"nauc_ndcg_at_5_std": 0.04454,
"nauc_ndcg_at_5_diff1": 0.449786,
"nauc_ndcg_at_10_max": 0.174879,
"nauc_ndcg_at_10_std": 0.054758,
"nauc_ndcg_at_10_diff1": 0.437006,
"nauc_ndcg_at_20_max": 0.173972,
"nauc_ndcg_at_20_std": 0.060192,
"nauc_ndcg_at_20_diff1": 0.431274,
"nauc_ndcg_at_100_max": 0.173972,
"nauc_ndcg_at_100_std": 0.073803,
"nauc_ndcg_at_100_diff1": 0.422346,
"nauc_ndcg_at_1000_max": 0.175449,
"nauc_ndcg_at_1000_std": 0.09006,
"nauc_ndcg_at_1000_diff1": 0.417797,
"nauc_map_at_1_max": 0.206365,
"nauc_map_at_1_std": 0.007875,
"nauc_map_at_1_diff1": 0.574731,
"nauc_map_at_3_max": 0.191027,
"nauc_map_at_3_std": 0.019023,
"nauc_map_at_3_diff1": 0.496357,
"nauc_map_at_5_max": 0.185638,
"nauc_map_at_5_std": 0.02535,
"nauc_map_at_5_diff1": 0.485762,
"nauc_map_at_10_max": 0.182315,
"nauc_map_at_10_std": 0.033462,
"nauc_map_at_10_diff1": 0.478341,
"nauc_map_at_20_max": 0.182969,
"nauc_map_at_20_std": 0.037814,
"nauc_map_at_20_diff1": 0.474898,
"nauc_map_at_100_max": 0.183873,
"nauc_map_at_100_std": 0.041603,
"nauc_map_at_100_diff1": 0.4725,
"nauc_map_at_1000_max": 0.183905,
"nauc_map_at_1000_std": 0.042787,
"nauc_map_at_1000_diff1": 0.47215,
"nauc_recall_at_1_max": 0.206365,
"nauc_recall_at_1_std": 0.007875,
"nauc_recall_at_1_diff1": 0.574731,
"nauc_recall_at_3_max": 0.169907,
"nauc_recall_at_3_std": 0.029821,
"nauc_recall_at_3_diff1": 0.428615,
"nauc_recall_at_5_max": 0.149712,
"nauc_recall_at_5_std": 0.045404,
"nauc_recall_at_5_diff1": 0.389461,
"nauc_recall_at_10_max": 0.134145,
"nauc_recall_at_10_std": 0.06875,
"nauc_recall_at_10_diff1": 0.35561,
"nauc_recall_at_20_max": 0.13486,
"nauc_recall_at_20_std": 0.085326,
"nauc_recall_at_20_diff1": 0.333335,
"nauc_recall_at_100_max": 0.126145,
"nauc_recall_at_100_std": 0.129497,
"nauc_recall_at_100_diff1": 0.289066,
"nauc_recall_at_1000_max": 0.126224,
"nauc_recall_at_1000_std": 0.238126,
"nauc_recall_at_1000_diff1": 0.23495,
"nauc_precision_at_1_max": 0.220457,
"nauc_precision_at_1_std": 0.038087,
"nauc_precision_at_1_diff1": 0.518149,
"nauc_precision_at_3_max": 0.189457,
"nauc_precision_at_3_std": 0.083035,
"nauc_precision_at_3_diff1": 0.359567,
"nauc_precision_at_5_max": 0.170769,
"nauc_precision_at_5_std": 0.104967,
"nauc_precision_at_5_diff1": 0.306482,
"nauc_precision_at_10_max": 0.156906,
"nauc_precision_at_10_std": 0.154544,
"nauc_precision_at_10_diff1": 0.255606,
"nauc_precision_at_20_max": 0.149875,
"nauc_precision_at_20_std": 0.186361,
"nauc_precision_at_20_diff1": 0.204917,
"nauc_precision_at_100_max": 0.131163,
"nauc_precision_at_100_std": 0.228751,
"nauc_precision_at_100_diff1": 0.112776,
"nauc_precision_at_1000_max": 0.090683,
"nauc_precision_at_1000_std": 0.24169,
"nauc_precision_at_1000_diff1": -0.002154,
"nauc_mrr_at_1_max": 0.220457,
"nauc_mrr_at_1_std": 0.038087,
"nauc_mrr_at_1_diff1": 0.518149,
"nauc_mrr_at_3_max": 0.19921,
"nauc_mrr_at_3_std": 0.050134,
"nauc_mrr_at_3_diff1": 0.459729,
"nauc_mrr_at_5_max": 0.195815,
"nauc_mrr_at_5_std": 0.055181,
"nauc_mrr_at_5_diff1": 0.451334,
"nauc_mrr_at_10_max": 0.192805,
"nauc_mrr_at_10_std": 0.059829,
"nauc_mrr_at_10_diff1": 0.445685,
"nauc_mrr_at_20_max": 0.191783,
"nauc_mrr_at_20_std": 0.059979,
"nauc_mrr_at_20_diff1": 0.443809,
"nauc_mrr_at_100_max": 0.191955,
"nauc_mrr_at_100_std": 0.060764,
"nauc_mrr_at_100_diff1": 0.442767,
"nauc_mrr_at_1000_max": 0.191959,
"nauc_mrr_at_1000_std": 0.060952,
"nauc_mrr_at_1000_diff1": 0.442842,
"hit_rate_at_1": 0.17197,
"hit_rate_at_3": 0.24204,
"hit_rate_at_5": 0.27962,
"hit_rate_at_10": 0.32994,
"hit_rate_at_20": 0.38535,
"hit_rate_at_100": 0.53503,
"hit_rate_at_1000": 0.73567,
"main_score": 0.21105,
"hf_subset": "default",
"languages": [
"eng-Latn"
]
}
]
},
"evaluation_time": 47.88984394073486,
"kg_co2_emissions": null,
"date": null
} |