| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "citeAs": "cr:citeAs", |
| "column": "cr:column", |
| "conformsTo": "dct:conformsTo", |
| "cr": "http://mlcommons.org/croissant/", |
| "data": { |
| "@id": "cr:data", |
| "@type": "@json" |
| }, |
| "dataType": { |
| "@id": "cr:dataType", |
| "@type": "@vocab" |
| }, |
| "dct": "http://purl.org/dc/terms/", |
| "examples": { |
| "@id": "cr:examples", |
| "@type": "@json" |
| }, |
| "extract": "cr:extract", |
| "field": "cr:field", |
| "fileProperty": "cr:fileProperty", |
| "fileObject": "cr:fileObject", |
| "fileSet": "cr:fileSet", |
| "format": "cr:format", |
| "includes": "cr:includes", |
| "isLiveDataset": "cr:isLiveDataset", |
| "jsonPath": "cr:jsonPath", |
| "key": "cr:key", |
| "md5": "cr:md5", |
| "parentField": "cr:parentField", |
| "path": "cr:path", |
| "recordSet": "cr:recordSet", |
| "references": "cr:references", |
| "regex": "cr:regex", |
| "repeated": "cr:repeated", |
| "replace": "cr:replace", |
| "rai": "http://mlcommons.org/croissant/RAI/", |
| "sc": "https://schema.org/", |
| "separator": "cr:separator", |
| "source": "cr:source", |
| "subField": "cr:subField", |
| "transform": "cr:transform", |
| "sha256": "sc:sha256" |
| }, |
| "@type": "sc:Dataset", |
| "conformsTo": "http://mlcommons.org/croissant/1.0", |
| "name": "GeneralAgentBench", |
| "description": "A 1,448-row task catalog spanning Mobile and Desktop environments. Each row provides an instruction and verification-checkpoint strings. The release does not include trajectories, independent human labels, conformal scores, or the original experimental split assignment.", |
| "license": "https://creativecommons.org/licenses/by/4.0/", |
| "url": "https://huggingface.co/datasets/agentjudge-anon/GeneralAgentBench", |
| "version": "3.0.0", |
| "citeAs": "Anonymous. AgentJudge: Conformal Evaluation of General-Purpose AI Agents. NeurIPS 2026 Evaluations & Datasets Track, Submission 173 (under review).", |
| "keywords": [ |
| "agent evaluation", |
| "LLM-as-judge", |
| "conformal prediction", |
| "benchmark", |
| "mobile agent", |
| "browser agent", |
| "desktop agent" |
| ], |
| "rai:dataLimitations": "Task-only release. No trajectories, independent human verdicts, checkpoint-level labels, conformal calibration scores, or original development/calibration/test split manifest are included. The task-level P0-P3 priority is not a per-checkpoint MUST/NICE/OPT label.", |
| "rai:dataCollection": "The distributed artifact supports auditing file contents and schema only. Historical annotation, adjudication, dry-run, and contamination procedures described by the manuscript are not independently evidenced by files in this release.", |
| "rai:dataReleaseMaintenancePlan": "Material corrections will be recorded in the public repository history and reflected in RELEASE_MANIFEST.json and checksums.sha256.", |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "jsonl-file", |
| "name": "general_agent_bench.jsonl", |
| "description": "JSON Lines file; one task per line.", |
| "contentUrl": "general_agent_bench.jsonl", |
| "encodingFormat": "application/jsonlines", |
| "sha256": "9b34566552f05ba9e86907e0ec8eec09f54833dee12b455b76eacb048c0139c9" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "assets", |
| "name": "precondition-assets", |
| "description": "Pre-staged synthetic input files referenced by tasks (no personal data).", |
| "encodingFormat": "application/octet-stream", |
| "includes": "assets/*" |
| } |
| ], |
| "recordSet": [ |
| { |
| "@type": "cr:RecordSet", |
| "@id": "tasks", |
| "name": "tasks", |
| "description": "The 1448 evaluation tasks.", |
| "key": { |
| "@id": "tasks/uid" |
| }, |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/uid", |
| "name": "uid", |
| "description": "Globally unique task id (<track>/<id>).", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "uid" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/track", |
| "name": "track", |
| "description": "Source track: skill / mobile / mobile_agent / general.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "track" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/category", |
| "name": "category", |
| "description": "Top-level category (anonymized).", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "category" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/subcategory", |
| "name": "subcategory", |
| "description": "Full category path (anonymized).", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "subcategory" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/id", |
| "name": "id", |
| "description": "Original task id within its track.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "id" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/question", |
| "name": "question", |
| "description": "Natural-language task instruction for the agent.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "question" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/reference_answer", |
| "name": "reference_answer", |
| "description": "Short reference / expected-outcome note.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "reference_answer" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/checkpoints", |
| "name": "checkpoints", |
| "description": "Human-defined verification conditions (repeated).", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "checkpoints" |
| } |
| }, |
| "repeated": true |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/priority", |
| "name": "priority", |
| "description": "Priority P0-P3.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "priority" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/difficulty", |
| "name": "difficulty", |
| "description": "easy / medium / hard.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "difficulty" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/environment", |
| "name": "environment", |
| "description": "desktop_linux / mobile_android / empty.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "environment" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/execution_mode", |
| "name": "execution_mode", |
| "description": "Execution mode, e.g. one_shot.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "execution_mode" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/timeout", |
| "name": "timeout", |
| "description": "Suggested wall-clock budget in seconds.", |
| "dataType": "sc:Integer", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "timeout" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/step_budget", |
| "name": "step_budget", |
| "description": "Suggested maximum agent steps.", |
| "dataType": "sc:Integer", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "step_budget" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/token_budget", |
| "name": "token_budget", |
| "description": "Suggested token budget.", |
| "dataType": "sc:Integer", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "token_budget" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/precondition_files", |
| "name": "precondition_files", |
| "description": "JSON-encoded list of pre-staged input files under assets/.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "precondition_files" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/tags", |
| "name": "tags", |
| "description": "Optional tags (repeated).", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "tags" |
| } |
| }, |
| "repeated": true |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "tasks/extra_json", |
| "name": "extra_json", |
| "description": "JSON-encoded additional track-specific fields.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "jsonl-file" |
| }, |
| "extract": { |
| "column": "extra_json" |
| } |
| } |
| } |
| ] |
| } |
| ] |
| } |
|
|
