File size: 6,357 Bytes
ef33c56 96f360f ef33c56 79b98f3 96f360f 79b98f3 c9e3823 76a4692 de48ead b1a70d6 7808683 b1a70d6 c4ee543 73e437a d9d9d17 6d6ba39 ef33c56 79b98f3 c9e3823 76a4692 de48ead b1a70d6 c4ee543 73e437a d9d9d17 6d6ba39 ef33c56 76c6e32 b80606d 76c6e32 b80606d 76c6e32 bdaae19 76c6e32 626322e 76c6e32 2f0cbaa 5dede9e 2f0cbaa 5dede9e 2f0cbaa 5e7b184 5dede9e 5e7b184 4f597e9 5e7b184 2426996 5dede9e 2426996 4f597e9 2426996 4f597e9 2426996 4f597e9 2f0cbaa |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 |
---
dataset_info:
features:
- name: question
dtype: string
- name: answer
dtype: string
- name: url
dtype: string
- name: group
dtype: string
- name: doc_id
dtype: string
- name: evaluation
list:
- name: content
dtype: string
- name: doc_id
dtype: string
- name: score
dtype: float64
- name: metadata
dtype: string
splits:
- name: TEST.basic_test_tdt_dataset
num_bytes: 189180
num_examples: 20
- name: INDEX.medium_index_TDT
num_bytes: 4968179
num_examples: 144
- name: INDEX.medium_index_TDT.hyde_vector
num_bytes: 778218
num_examples: 144
- name: INDEX.medium_index_TDT.proposition.hybrid
num_bytes: 2461761
num_examples: 144
- name: INDEX.medium_index_TDT.proposition.sentence.hybrid
num_bytes: 375307
num_examples: 144
- name: INDEX.medium_index_TDT.fulltext.clean.proposition.sentence.hybrid
num_bytes: 5984807
num_examples: 144
- name: INDEX.medium_index_TDT.fulltext.clean.8.proposition.sentence.hybrid
num_bytes: 2139530
num_examples: 144
- name: INDEX.medium_index_TDT.fulltext.clean.2.proposition.sentence.hybrid
num_bytes: 1063217
num_examples: 144
- name: TEST.basic_raptor_TDT
num_bytes: 345012.43055555556
num_examples: 10
download_size: 2280352
dataset_size: 18305211.430555556
configs:
- config_name: default
data_files:
- split: TEST.basic_test_tdt_dataset
path: data/TEST.basic_test_tdt_dataset-*
- split: INDEX.medium_index_TDT
path: data/INDEX.medium_index_TDT-*
- split: INDEX.medium_index_TDT.hyde_vector
path: data/INDEX.medium_index_TDT.hyde_vector-*
- split: INDEX.medium_index_TDT.proposition.hybrid
path: data/INDEX.medium_index_TDT.proposition.hybrid-*
- split: INDEX.medium_index_TDT.proposition.sentence.hybrid
path: data/INDEX.medium_index_TDT.proposition.sentence.hybrid-*
- split: INDEX.medium_index_TDT.fulltext.clean.proposition.sentence.hybrid
path: data/INDEX.medium_index_TDT.fulltext.clean.proposition.sentence.hybrid-*
- split: INDEX.medium_index_TDT.fulltext.clean.8.proposition.sentence.hybrid
path: data/INDEX.medium_index_TDT.fulltext.clean.8.proposition.sentence.hybrid-*
- split: INDEX.medium_index_TDT.fulltext.clean.2.proposition.sentence.hybrid
path: data/INDEX.medium_index_TDT.fulltext.clean.2.proposition.sentence.hybrid-*
- split: TEST.basic_raptor_TDT
path: data/TEST.basic_raptor_TDT-*
---
# Evaluation results on IR
Evaluation results
## Rules for creating split
There are some rules:
1. The name of split should be based on a split from "BroDeadlines/TEST.edu_tdt_data"
2. After the second "." can be something about the run results
## Results
TEST.basic_test_tdt_dataset
```json
{
"split": "TEST.basic_test_tdt_dataset",
"algo": "HyDE",
"size": "20",
"precision": 0.625,
"recall": 0.5,
"map": 0.354
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_data',
'data_split': 'INDEX.medium_index_TDT',
'vec_index': 'vec-index.medium_index_tdt',
'text_index': 'text-index.medium_index_tdt',
'algo': 'HyDE-Hybrid',
'search_algo': 'vector search',
'size': 142,
'precision': 0.2485207100591716,
'recall': 0.29577464788732394,
'map_score': 0.13399564050972498
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT.hyde_vector',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_proposition_data',
'data_split': 'train',
'vec_index': 'vec-index.medium_index_tdt',
'algo': ['HyDE', 'proposition', 'vector search'],
'size': 143,
'precision': 0.2823529411764706,
'recall': 0.16783216783216784,
'map_score': 0.09790209790209793
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT.proposition.sentence.hybrid',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_proposition_data',
'data_split': 'train',
'vec_index': 'vec-sentence-propositon_medium_edu_tdt',
'text_index': 'text-sentence-propositon_medium_edu_tdt',
'algo': ['HyDE', 'hybrid search', 'proposition', 'sentence-encoding', 'parent document retrieval'],
'size': 144,
'hybrid_weigths': [0.4, 0.6],
'precision': 0.6650485436893204,
'recall': 0.9513888888888888,
'map_score': 0.16559069113756608
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT.fulltext.clean.proposition.sentence.hybrid',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_proposition_data',
'data_split': 'INDEX.medium_index_TDT_clean',
'vec_index': 'vec-sentence-index.medium_index_tdt_clean',
'text_index': 'text-sentence-index.medium_index_tdt_clean',
'algo': ['HyDE', 'hybrid search', 'proposition', 'full-text-encoding']
'total_k': 20,
'relevant': 0.7569444444444444,
'precision': 0.4052044609665427,
'recall': 0.7569444444444444,
'map_score': 0.19089647598822646,
'relevant_retrieved': 109,
'num_retrieved': 269
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT.fulltext.clean.8.proposition.sentence.hybrid',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_proposition_data',
'data_split': 'INDEX.medium_index_TDT_clean',
'vec_index': 'vec-sentence-index.medium_index_tdt_clean',
'text_index': 'text-sentence-index.medium_index_tdt_clean',
'algo': ['HyDE', 'hybrid search', 'proposition', 'full-text-encoding']
'total_k': 8,
'relevant': 0.5902777777777778,
'precision': 0.425,
'recall': 0.5902777777777778,
'map_score': 0.3272982804232805,
'relevant_retrieved': 85,
'num_retrieved': 200
}
```
INDEX.medium_index_TDT
```json
{
'split': 'INDEX.medium_index_TDT.fulltext.clean.2.proposition.sentence.hybrid',
'data_repo': 'https://huggingface.co/datasets/BroDeadlines/TEST.edu_tdt_proposition_data',
'data_split': 'INDEX.medium_index_TDT_clean',
'vec_index': 'vec-sentence-index.medium_index_tdt_clean',
'text_index': 'text-sentence-index.medium_index_tdt_clean',
'algo': ['HyDE', 'hybrid search', 'proposition', 'full-text-encoding']
'total_k': 4,
'relevant': 0.4652777777777778,
'precision': 0.46206896551724136,
'recall': 0.4652777777777778,
'map_score': 0.2957175925925926,
'relevant_retrieved': 67,
'num_retrieved': 145
}
``` |