File size: 4,956 Bytes
7c5026e 8884df2 9d6fcb8 674d462 cf6acc3 c0bd1ea 9d6fcb8 7c5026e fc5d1b4 7c5026e 8884df2 9d6fcb8 674d462 cf6acc3 c0bd1ea 7c5026e fc5d1b4 7c5026e be2e58c |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 |
---
dataset_info:
- config_name: bird
features:
- name: db_id
dtype: string
- name: question
dtype: string
- name: evidence
dtype: string
- name: SQL
dtype: string
- name: question_id
dtype: int64
- name: difficulty
dtype: string
splits:
- name: train
num_bytes: 2601311
num_examples: 6599
- name: validation
num_bytes: 2601311
num_examples: 6599
- name: test
num_bytes: 586056
num_examples: 1534
download_size: 2733604
dataset_size: 5788678
- config_name: cosql
features:
- name: question
dtype: string
- name: SQL
dtype: string
- name: db_id
dtype: string
- name: order
dtype: int64
- name: evidence
dtype: string
- name: difficulty
dtype: string
- name: question_id
dtype: string
splits:
- name: validation
num_bytes: 382980
num_examples: 1155
- name: test
num_bytes: 334388
num_examples: 1007
- name: train
num_bytes: 900616
num_examples: 2688
download_size: 643057
dataset_size: 1617984
- config_name: ddxplus
features:
- name: AGE
dtype: int64
- name: SEX
dtype: string
- name: INITIAL_EVIDENCE_ENG
dtype: string
- name: EVIDENCES_ENG
dtype: string
- name: PATIENT_PROFILE
dtype: string
- name: DIFFERENTIAL_DIAGNOSIS
dtype: string
- name: PATHOLOGY
dtype: string
- name: INITIAL_EVIDENCE
dtype: string
- name: EVIDENCES
dtype: string
splits:
- name: validate
num_bytes: 2597447
num_examples: 1372
- name: test
num_bytes: 3318154
num_examples: 1764
download_size: 1085173
dataset_size: 5915601
- config_name: ds_1000
features:
- name: prompt
dtype: string
- name: reference_code
dtype: string
- name: metadata
struct:
- name: problem_id
dtype: int64
- name: library_problem_id
dtype: int64
- name: library
dtype: string
- name: test_case_cnt
dtype: int64
- name: perturbation_type
dtype: string
- name: perturbation_origin_id
dtype: int64
- name: code_context
dtype: string
splits:
- name: test
num_bytes: 3143238
num_examples: 1000
download_size: 717348
dataset_size: 3143238
- config_name: hotpotqa_distract
features:
- name: id
dtype: string
- name: question
dtype: string
- name: answer
dtype: string
- name: type
dtype: string
- name: level
dtype: string
- name: supporting_facts
sequence:
- name: title
dtype: string
- name: sent_id
dtype: int32
- name: context
sequence:
- name: title
dtype: string
- name: sentences
sequence: string
splits:
- name: test
num_bytes: 9249740
num_examples: 1500
download_size: 5567865
dataset_size: 9249740
- config_name: spider
features:
- name: question
dtype: string
- name: SQL
dtype: string
- name: db_id
dtype: string
- name: question_id
dtype: int64
- name: evidence
dtype: string
- name: difficulty
dtype: string
splits:
- name: validation
num_bytes: 344953
num_examples: 1034
- name: test
num_bytes: 757143
num_examples: 2147
- name: train
num_bytes: 1438451
num_examples: 4001
download_size: 763618
dataset_size: 2540547
- config_name: toolbench
features:
- name: query
dtype: string
- name: api_name
dtype: string
- name: api_desc
dtype: string
- name: api_input
dtype: string
splits:
- name: test
num_bytes: 509646
num_examples: 750
download_size: 44499
dataset_size: 509646
configs:
- config_name: bird
data_files:
- split: train
path: bird/train-*
- split: validation
path: bird/validation-*
- split: test
path: bird/test-*
- config_name: cosql
data_files:
- split: validation
path: cosql/validation-*
- split: test
path: cosql/test-*
- split: train
path: cosql/train-*
- config_name: ddxplus
data_files:
- split: validate
path: ddxplus/validate-*
- split: test
path: ddxplus/test-*
- config_name: ds_1000
data_files:
- split: test
path: ds_1000/test-*
- config_name: hotpotqa_distract
data_files:
- split: test
path: hotpotqa_distract/test-*
- config_name: spider
data_files:
- split: validation
path: spider/validation-*
- split: test
path: spider/test-*
- split: train
path: spider/train-*
- config_name: toolbench
data_files:
- split: test
path: toolbench/test-*
---
* StreamBench paper link: https://arxiv.org/abs/2406.08747 (The links for the original raw datasets on StreamBench can be found in Appendix F)
* If you find our work helpful, please cite as:
```
@article{wu2024streambench,
title={StreamBench: Towards Benchmarking Continuous Improvement of Language Agents},
author={Wu, Cheng-Kuang and Tam, Zhi Rui and Lin, Chieh-Yen and Chen, Yun-Nung and Lee, Hung-yi},
journal={arXiv preprint arXiv:2406.08747},
year={2024}
}
``` |