README.md

---
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}
}
```