AgentDisruptBench / croissant.json
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{
"@context": {
"@language": "en",
"@vocab": "https://schema.org/",
"citeAs": "cr:citeAs",
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"conformsTo": "dct:conformsTo",
"cr": "http://mlcommons.org/croissant/",
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},
"@type": "sc:Dataset",
"name": "AgentDisruptBench",
"description": "An evaluation methodology for evaluating AI agent resilience under runtime tool-call disruptions, designed for the NeurIPS Evaluations & Datasets Track. Contains 100 base tasks and variants across 4 domains (Retail, Travel, Finance, DevOps) with 20 disruption types and 9 disruption profiles.",
"conformsTo": "http://mlcommons.org/croissant/1.0",
"url": "https://github.com/Kavirubc/AgentDisruptBench",
"license": "https://opensource.org/licenses/MIT",
"version": "0.1.0",
"datePublished": "2026-04-03",
"creator": {
"@type": "sc:Organization",
"name": "AgentDisruptBench Contributors"
},
"keywords": [
"AI agents",
"benchmarks",
"resilience",
"tool-calling",
"disruptions",
"evaluation",
"LLM",
"fault-injection",
"reliability"
],
"isLiveDataset": false,
"distribution": [
{
"@type": "cr:FileObject",
"@id": "retail-tasks",
"name": "retail.yaml",
"description": "20 standard retail domain tasks (difficulty 1-5)",
"contentUrl": "python/agentdisruptbench/tasks/builtin/retail.yaml",
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{
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"@id": "travel-tasks",
"name": "travel.yaml",
"description": "20 standard travel domain tasks (difficulty 1-5)",
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"@id": "finance-tasks",
"name": "finance.yaml",
"description": "20 standard finance domain tasks (difficulty 1-5)",
"contentUrl": "python/agentdisruptbench/tasks/builtin/finance.yaml",
"encodingFormat": "application/x-yaml",
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{
"@type": "cr:FileObject",
"@id": "devops-tasks",
"name": "devops.yaml",
"description": "20 standard DevOps domain tasks (difficulty 1-5)",
"contentUrl": "python/agentdisruptbench/tasks/builtin/devops.yaml",
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"sha256": "4f1f6f83275c6b02802b13dd5a67b1760047376354bf0bb6740489877abde947"
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{
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"@id": "adversarial-tasks",
"name": "adversarial.yaml",
"description": "8 adversarial trap tasks (2 per domain)",
"contentUrl": "python/agentdisruptbench/tasks/builtin/adversarial.yaml",
"encodingFormat": "application/x-yaml",
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{
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"@id": "impossible-tasks",
"name": "impossible.yaml",
"description": "8 impossible tasks where no valid solution exists (2 per domain)",
"contentUrl": "python/agentdisruptbench/tasks/builtin/impossible.yaml",
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"@id": "handover-tasks",
"name": "handover.yaml",
"description": "4 handover tasks requiring human escalation (1 per domain)",
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"recordSet": [
{
"@type": "cr:RecordSet",
"@id": "tasks",
"name": "Benchmark Tasks",
"description": "The 100 benchmark tasks across 4 domains and 3 task types.",
"field": [
{
"@type": "cr:Field",
"@id": "tasks/task_id",
"name": "task_id",
"description": "Unique task identifier (e.g., retail_001)",
"dataType": "sc:Text",
"source": {
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"@id": "retail-tasks"
},
"extract": {
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}
}
},
{
"@type": "cr:Field",
"@id": "tasks/title",
"name": "title",
"description": "Short human-readable task title",
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},
{
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"@id": "tasks/description",
"name": "description",
"description": "Full natural language prompt given to the agent",
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},
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"name": "domain",
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},
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},
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"@id": "tasks/task_type",
"name": "task_type",
"description": "Task type: standard, adversarial, or impossible",
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},
{
"@type": "cr:Field",
"@id": "tasks/required_tools",
"name": "required_tools",
"description": "List of tool names needed to solve the task",
"dataType": "sc:Text",
"repeated": true
},
{
"@type": "cr:Field",
"@id": "tasks/expected_tool_call_depth",
"name": "expected_tool_call_depth",
"description": "Expected number of tool calls under clean conditions",
"dataType": "sc:Integer"
}
]
}
]
}