FlagEmbedding
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关于C-mteb评测数据
mteb有一份自己的数据:https://huggingface.co/datasets/mteb/amazon_reviews_multi
{
"dataset_revision": null,
"dev": {
"evaluation_time": 1257.88,
"map_at_1": 0.22166,
"map_at_10": 0.32886,
"map_at_100": 0.34724,
"map_at_1000": 0.34865,
"map_at_3": 0.2937,
"map_at_5": 0.3128,
"mrr_at_1": 0.34459,
"mrr_at_10": 0.41874,
"mrr_at_100": 0.42905,
"mrr_at_1000": 0.42965,
"mrr_at_3": 0.39602,
"mrr_at_5": 0.40849,
"ndcg_at_1": 0.34459,
"ndcg_at_10": 0.38978,
"ndcg_at_100": 0.46511,
"ndcg_at_1000": 0.49128,
"ndcg_at_3": 0.34527,
"ndcg_at_5": 0.36272,
"precision_at_1": 0.34459,
"precision_at_10": 0.0874,
"precision_at_100": 0.0149,
"precision_at_1000": 0.00182,
"precision_at_3": 0.19663,
"precision_at_5": 0.14134,
"recall_at_1": 0.22166,
"recall_at_10": 0.48025,
"recall_at_100": 0.79554,
"recall_at_1000": 0.97433,
"recall_at_3": 0.34388,
"recall_at_5": 0.40053
},
"mteb_dataset_name": "CmedqaRetrieval",
"mteb_version": "1.1.1"
}我通过测试,得到了这样的结果,但是和没有找到与这个值对应的数据,请问应该比较哪个值呢
展示的是ndcg@10,如果测的是bge模型的话,需要加上指令, 参考脚本:https://github.com/FlagOpen/FlagEmbedding/tree/master/C_MTEB#evaluate-embedding-model