Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
distributed-systems
debugging
root-cause-analysis
fault-localization
agents
software-engineering
License:
Use the official track name, Track on Evaluations and Datasets
Browse files- README.md +2 -2
- croissant.json +1 -1
README.md
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@@ -38,7 +38,7 @@ source at the pre-fix snapshot. It must name the responsible files, functions,
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and line ranges. Diagnoses are scored against expert-annotated root-cause
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blocks.
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- Paper: *DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems?* (NeurIPS 2026, Evaluations and Datasets
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- Code, harness, and evaluator: https://github.com/OrderLab/distdebug-bench
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- Website and leaderboard: https://distdebug.com
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- Agent traces behind the paper's Table 1: https://huggingface.co/datasets/OrderLab/distdebug-bench-traces
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@@ -141,7 +141,7 @@ probes. See the paper and `croissant.json` for the full discussion.
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@inproceedings{jiang2026distdebugbench,
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title = {{DistDebug-Bench}: Can {LLM} Agents Diagnose Bugs in Distributed Systems?},
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author = {Jiang, Yuxuan and Liu, Chenglin and Rose, John and Miller, Mason and Thavamani, Ruthesh and Wu, Juntao and Huang, Yinwei and Xu, Jiahao and Huang, Peng},
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booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets
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year = {2026}
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}
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```
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and line ranges. Diagnoses are scored against expert-annotated root-cause
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blocks.
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+
- Paper: *DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems?* (NeurIPS 2026, Track on Evaluations and Datasets)
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- Code, harness, and evaluator: https://github.com/OrderLab/distdebug-bench
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- Website and leaderboard: https://distdebug.com
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- Agent traces behind the paper's Table 1: https://huggingface.co/datasets/OrderLab/distdebug-bench-traces
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@inproceedings{jiang2026distdebugbench,
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title = {{DistDebug-Bench}: Can {LLM} Agents Diagnose Bugs in Distributed Systems?},
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author = {Jiang, Yuxuan and Liu, Chenglin and Rose, John and Miller, Mason and Thavamani, Ruthesh and Wu, Juntao and Huang, Yinwei and Xu, Jiahao and Huang, Peng},
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booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Track on Evaluations and Datasets},
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year = {2026}
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}
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```
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croissant.json
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"@type": "Organization",
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"name": "OrderLab, University of Michigan"
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},
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"citeAs": "@inproceedings{jiang2026distdebugbench,\n title = {{DistDebug-Bench}: Can {LLM} Agents Diagnose Bugs in Distributed Systems?},\n author = {Jiang, Yuxuan and Liu, Chenglin and Rose, John and Miller, Mason and Thavamani, Ruthesh and Wu, Juntao and Huang, Yinwei and Xu, Jiahao and Huang, Peng},\n booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets
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"distribution": [
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{
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"@type": "cr:FileObject",
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"@type": "Organization",
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"name": "OrderLab, University of Michigan"
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},
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"citeAs": "@inproceedings{jiang2026distdebugbench,\n title = {{DistDebug-Bench}: Can {LLM} Agents Diagnose Bugs in Distributed Systems?},\n author = {Jiang, Yuxuan and Liu, Chenglin and Rose, John and Miller, Mason and Thavamani, Ruthesh and Wu, Juntao and Huang, Yinwei and Xu, Jiahao and Huang, Peng},\n booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Track on Evaluations and Datasets},\n year = {2026}\n}",
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"distribution": [
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{
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"@type": "cr:FileObject",
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