Spaces:
Running
Running
File size: 2,122 Bytes
cffcfac |
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 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import os"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"res_path = '../results'"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"p = \"/home/jovyan/rmt/babilong-leaderboard/data/BABILong NeurIPS24 Figs - leaderboard.csv\"\n",
"res_df = pd.read_csv(p)\n",
"res_df = res_df[res_df.task.isin(['qa1', 'qa2', 'qa3', 'qa4', 'qa5'])]"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"lens = [0, 1000, 2000, 4000, 8000, 16000, 32000, 64000, 128000, 500000, 1000000, 10000000]\n",
"len_names = ['0K', '1K', '2K', '4K', '8K', '16K', '32K', '64K', '128K', '512K', '1M', '10M']\n",
"\n",
"for model_name in res_df.Model.unique():\n",
" model_df = res_df[res_df.Model == model_name]\n",
" for i, row in model_df.iterrows():\n",
" for l, ln in zip(lens, len_names):\n",
" score = row[ln]\n",
" # print(score)\n",
" if not pd.isna(score):\n",
" os.makedirs(os.path.join(res_path, model_name), exist_ok=True)\n",
" os.makedirs(os.path.join(res_path, model_name, row.task), exist_ok=True)\n",
" path = os.path.join(res_path, model_name, row.task, f'{l}.csv')\n",
" df = pd.DataFrame([{'result': score}])\n",
" df.to_csv(path, index=False)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.13"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|