Download phase2/robopaint/acrylic_plumpark/task_dag.json from MLL-Lab/efe-failure-analysis: direct link, hf CLI and curl.
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curl -L -o task_dag.json https://huggingface.co/datasets/MLL-Lab/efe-failure-analysis/resolve/main/phase2/robopaint/acrylic_plumpark/task_dag.json
13.8 kB
| { | |
| "schema": "efe-task-dag/1", | |
| "taxonomy": "v2", | |
| "taskKey": "robopaint/acrylic_plumpark", | |
| "suite": "robopaint", | |
| "base": "robopaint-acrylic-plumpark-i00", | |
| "title_zh": "丙烯临摹梅园", | |
| "summary_zh": "主纸上的整幅梅园临摹画在规定平移配准后满足色差、结构、边缘与覆盖相似度,并满足最多384笔、累计路径及笔触涂鸦占比规则。", | |
| "embodiment_zh": "两种模式均为固定基座的单臂七自由度Franka Panda,作用臂末端为安装工具:圆头丙烯笔刷固定在手端,无可操作夹爪;笔毛长15毫米,桌上有双排十个颜料井、主纸和练习纸。基座不移动;特权模式直接控制仿真,标准模式通过机器人服务控制同一具身。", | |
| "task_class": "compositional", | |
| "analysis_level": "step", | |
| "spec": { | |
| "version": "1.2", | |
| "task": "robopaint-acrylic-plumpark-i00", | |
| "bench": "robopaint", | |
| "progress": "live", | |
| "entities": {}, | |
| "milestones": [ | |
| { | |
| "id": "brush_loaded", | |
| "zh": "笔刷蘸上颜料", | |
| "mode": "event", | |
| "when": null, | |
| "after": [], | |
| "hold_s": 0, | |
| "goal": false, | |
| "freeze_held": false, | |
| "criterion_zh": "机械臂末端的圆笔刷进入任一颜料井并蘸上颜料:笔尖到井中心的水平距离小于12毫米,且世界高度低于0.028米;场景视角可看见笔尖在双排颜料井内下探,离井后笔毛带该井颜色,随后出现的有色画迹也能确认已蘸料。仅悬在井上方、尚未进入颜料面或仍是干笔均未完成;一次蘸料成立后保持事件已达成,不要求固定颜色或重复次数。", | |
| "step": { | |
| "cat": "其他", | |
| "item": "蘸取颜料" | |
| }, | |
| "contact": [ | |
| { | |
| "who": "手持工具", | |
| "how": "其他", | |
| "plan": 1, | |
| "note_zh": "候选:蘸取;机械臂上固定安装的圆笔刷笔毛浸入颜料井接触颜料,靠蘸附而非从下方托起或舀取,现有接触条目没有准确对应。" | |
| } | |
| ], | |
| "optional": false, | |
| "verify_zh": null, | |
| "sources": [ | |
| "inputs/task/privileged/tests/instance.json:70-84 well surface z=0.028 m and radius=0.012 m", | |
| "inputs/task/privileged/tests/instance.json:213 brush starts dry", | |
| "inputs/grader/efe_robopaint-files/rcb_brush.py:432-438 reset loaded=False", | |
| "inputs/grader/efe_robopaint-files/rcb_brush.py:274-279 well_at geometry", | |
| "inputs/grader/efe_robopaint-files/rcb_brush.py:875-884 dip loads paint", | |
| "inputs/oracle/replay.mp4:0.0-0.3 first painted marks confirm a prior dip" | |
| ], | |
| "conf": 6, | |
| "note_zh": "依据S2、D11保留干笔初态强制的蘸料前置步骤;此处蘸取不是画的一段连续运动,蘸好后可停留再画。类型候选“蘸取颜料”:材料·舀通常表示舀出物质,不能准确表示笔毛蘸附;关系·放入只描述笔尖进井而不保证载料,故用其他。笔刷已经固定在手端,不建立取笔节点;后续换色不另计步骤。" | |
| }, | |
| { | |
| "id": "painting_copied", | |
| "zh": "临摹目标画", | |
| "mode": "state", | |
| "when": null, | |
| "after": [ | |
| "brush_loaded" | |
| ], | |
| "hold_s": 0, | |
| "goal": true, | |
| "freeze_held": false, | |
| "criterion_zh": "录像右下的无遮挡主纸图应呈现目标图上部赭红色横向色带、中部米灰色弯曲色块以及下部深灰绿色斜向枝干,颜色、轮廓和覆盖范围均与目标吻合;按主纸整图在两轴各不超过5毫米的整数像素平移配准(最优值落在搜索边界则不平移)后,双方以标准差1毫米模糊,在任一图有颜料区域向外扩2毫米内的平均CIELAB色差≤2.0、90分位色差≤6.0,亮度SSIM≥0.92(窗口标准差1.5毫米)、亮度梯度幅值相关≥0.8、颜料覆盖交并比≥0.95(覆盖值≥0.5视为有颜料),主纸有色接触笔数≤384。明显空白、缺色、错位或上述任一图像条件不满足均未完成,后续覆盖使条件失效则失去本状态;整项成功另外要求主纸累计有色接触路径≤42300毫米,以及终局涂鸦路径占比≤0.1(单笔路径长除以不小于10毫米的包围盒对角线,所得比值>2.5的笔触路径占总路径的比例),不要求提笔、离手、回位或保持时长。", | |
| "step": { | |
| "cat": "材料", | |
| "item": "画/写" | |
| }, | |
| "contact": [ | |
| { | |
| "who": "手持工具", | |
| "how": "压/擦", | |
| "plan": 1, | |
| "note_zh": "机械臂端固定圆笔刷的带色笔毛压在主纸上扫出画迹,改变压深、运动方向与速度形成宽窄不同的笔触。" | |
| } | |
| ], | |
| "optional": false, | |
| "verify_zh": null, | |
| "sources": [ | |
| "inputs/task/privileged/instruction.md:3-5 copy target with at most 384 strokes", | |
| "inputs/grader/efe_robopaint-pictures-files/acrylic-plumpark-i00/target.png", | |
| "inputs/task/privileged/tests/instance.json:218-230 full thresholds", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_score.py:365-394 registration and scoring overlap", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_score.py:398-446 image metrics and inked contact count", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_score.py:454-458 image acceptance", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:171-193 final process rule and conjunction", | |
| "inputs/oracle/replay.mp4:0.0,5.0,20.0,40.0,59.0 progress and final unobstructed canvas", | |
| "inputs/oracle/run.json:reward image and process metrics all pass" | |
| ], | |
| "conf": 6, | |
| "note_zh": "整幅图按汇总相似度验收,目标不是指定逐个完成的笔触清单;384是笔数上限,不是必须画384笔。颜色区域、换色和预试练习纸均不拆节点。此状态表示图像及笔数验收;过程方式的附加条件属于全局成功,因无日志只能在判据中明示,不冒充可计算when。末帧笔刷仍在纸上也可通过;不冻结持有状态。" | |
| } | |
| ], | |
| "constraints": [ | |
| { | |
| "id": "paint_path_exceeded", | |
| "zh": "绘画路径超限", | |
| "never": null, | |
| "criterion_zh": "主纸上所有带颜料且压纸的笔尖路径累计超过42300毫米即违反;按每个物理步采样,路径只增不减,练习纸和空中路径不计。评分器不会立即停机,但终局即使画面吻合也因路径超限否决成功。", | |
| "consequence": "历史否决", | |
| "sources": [ | |
| "inputs/task/privileged/tests/instance.json:227 max_path_mm=42300", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:74-91 main-sheet inked paths", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:157-160 path budget", | |
| "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:185-198 process veto" | |
| ] | |
| } | |
| ], | |
| "success": null, | |
| "atoms": [ | |
| { | |
| "atom": "brush_loaded", | |
| "level": "new_code", | |
| "source": "inputs/grader/efe_robopaint-files/rcb_brush.py:437,875-884; log Session.painter.loaded and color per frame as dyn.brush_loaded and dyn.brush_color" | |
| }, | |
| { | |
| "atom": "painting_matches_target", | |
| "level": "new_code", | |
| "source": "inputs/grader/efe_robopaint-files/rcb_brush_score.py:365-458; log Session.score() fields de_mean, de_p90, ssim_L, edge_corr, paint_iou, n_strokes and registration per frame" | |
| }, | |
| { | |
| "atom": "paint_path_mm", | |
| "level": "new_code", | |
| "source": "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:74-91,145-160; log process_metrics.path_mm per frame" | |
| }, | |
| { | |
| "atom": "scribble_share", | |
| "level": "new_code", | |
| "source": "inputs/grader/efe_robopaint-files/rcb_brush_strict.py:171-180; log process_metrics.scribble_share and scribble_ok, including current stroke" | |
| } | |
| ] | |
| }, | |
| "native_metrics": [ | |
| { | |
| "name": "de_mean", | |
| "unit": "DeltaE_ab", | |
| "threshold": 2.0, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "de_p90", | |
| "unit": "DeltaE_ab", | |
| "threshold": 6.0, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "ssim_L", | |
| "unit": "ratio", | |
| "threshold": 0.92, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "edge_corr", | |
| "unit": "correlation", | |
| "threshold": 0.8, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "paint_iou", | |
| "unit": "ratio", | |
| "threshold": 0.95, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "n_strokes", | |
| "unit": "count", | |
| "threshold": 384, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "path_mm", | |
| "unit": "mm", | |
| "threshold": 42300.0, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "scribble_share", | |
| "unit": "ratio", | |
| "threshold": 0.1, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "de_mean_coarse", | |
| "unit": "DeltaE_ab", | |
| "threshold": null, | |
| "direction": "lower_better" | |
| }, | |
| { | |
| "name": "ssim_L_fine", | |
| "unit": "ratio", | |
| "threshold": null, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "region_cov_min", | |
| "unit": "ratio", | |
| "threshold": null, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "region_cov_mean", | |
| "unit": "ratio", | |
| "threshold": null, | |
| "direction": "higher_better" | |
| }, | |
| { | |
| "name": "final_reward", | |
| "unit": "ratio", | |
| "threshold": null, | |
| "direction": "higher_better" | |
| } | |
| ], | |
| "open_questions_zh": [ | |
| "inputs/states/index.json的logs为空:所有when、约束never及success均为null(P8);现有源码中的指标与载料状态不能假装已经记入逐帧日志。视频可判断构图和蘸料,但精确色差、笔数及过程量须结合该次评分器记录;当前无法完成状态日志上的一致性验证。", | |
| "按S2、D11及CASES.md OPEN-21保留“笔刷蘸上颜料”前置步骤,并将整幅临摹作为一个汇总目标,按P17分类为compositional;不要求逐井、逐色或逐笔完成。蘸料类型仍未定,使用其他·蘸取颜料,接触使用手持工具×其他(候选蘸取),不将蘸附强行等同于舀取。", | |
| "任务设计问题:评分器除终局图像外还限制绘画方式,图像完全吻合仍可能因路径或涂鸦占比失败;这些限制已在任务文字明确说明(privileged/instruction.md:41-57),按D9保留为全局成功要求及路径约束,不另建“合规绘画”节点。", | |
| "终局完整成功规则为图像验收五项及n_strokes≤384,同时path_mm≤42300、scribble_share≤0.1(rcb_brush_strict.py:185-193)。scribble_share可因后续正常笔触稀释而下降,评分器没有历史锁存或立即失败,所以只作为终局success的要求,不写成任何时刻超过0.1即历史否决的never约束;success因无日志为null,其判据已在目标节点明示。", | |
| "模式差异:特权评分器要求两次独立重放均成功、末态哈希一致且实例重建匹配(privileged/grade.py:104-129);标准模式直接按服务终局画面评分并要求正常终结,无仿真错误(standard/grade.py:29-49;sim/server.py:83-118)。DAG建相同绘画核心,不把重放、提交、实例匹配或基础设施状态当语义节点或未记录的世界状态条件。", | |
| "未受评的诊断量:4毫米尺度色差、0.5毫米尺度SSIM、逐色区域覆盖最小值与加权均值在本实例没有阈值;final_reward为连续评分,也不单独决定成功。接触倾斜、压深、速度、硬笔柄接触、蘸料次数及交互成本均仅报告,不建额外约束(rcb_brush_score.py:413-465;rcb_brush.py:889-896;privileged/grade.py:71-87)。", | |
| "成功参考来自特权模式且没有状态日志:run.json的reward报告平均色差1.4999、90分位3.348、SSIM 0.93389、边缘相关0.867965、交并比0.986912、380笔、路径12922.83毫米、涂鸦占比0,录像末帧画面与目标一致;仅用于核对可见结果,不把其色序、380笔或332次蘸料设成必需。" | |
| ], | |
| "conf": 6, | |
| "conf_reason_zh": "文字、干笔初态、两模式共用阈值和成功参考支持两节点及其唯一先后边;但没有逐帧状态日志可绑定或自检精确验收,且蘸料类型存在词表边界,故置信度为6。", | |
| "review": { | |
| "status": "agreed", | |
| "rounds": 1, | |
| "reviewers": [ | |
| { | |
| "engine": "claude", | |
| "model": "claude-sonnet-5-5", | |
| "round": 1, | |
| "verdict": "agree", | |
| "conf": 7, | |
| "summary_zh": "DAG两节点(蘸料前置+整幅临摹目标)符合任务文字与评分器;无状态日志故when/success为null并已在open_questions说明;路径超限为历史否决约束,scribble_share仅进success判据,符合评分器无锁存的读法。未发现需改内容的问题。", | |
| "n_issues": 0, | |
| "n_major": 0 | |
| } | |
| ], | |
| "open_zh": [] | |
| }, | |
| "evidence_check": { | |
| "n_state_runs": 0, | |
| "n_faithful": 0, | |
| "success_runs_reaching_all": "0/0", | |
| "spec_success_eq_grader": "0/0", | |
| "diverged_runs": [], | |
| "notes_zh": [ | |
| "when=null 的节点不在状态日志上检查:['brush_loaded', 'painting_copied']" | |
| ] | |
| }, | |
| "provenance": { | |
| "prompt": "prompts/01_task_dag.md", | |
| "prompt_sha256": "b8e79c84b73950529a4fa6b988412b2d221d5df4e052adafcd9605afac64aa25", | |
| "engine": "codex", | |
| "model": "gpt-6.1-sol", | |
| "effort": "high", | |
| "created": "2026-10-29T11:28:05Z", | |
| "review_prompt": "prompts/02_task_dag_review.md", | |
| "review_prompt_sha256": "305c2c5feb2340e0c426ebfe883251f74824cbde2c3e230baa9c86fc05c31550", | |
| "reconcile_prompt": "prompts/05_reconcile.md", | |
| "reconcile_prompt_sha256": "8c827af3ae3f77d09229399fb41283c50a8f725302cbe3b263b8051213dde2b2", | |
| "calls": [ | |
| { | |
| "stage": "dag", | |
| "round": 0, | |
| "ok": true, | |
| "space": "work/tasks/robopaint__acrylic_plumpark/01_dag" | |
| }, | |
| { | |
| "stage": "dag_review", | |
| "round": 1, | |
| "ok": true, | |
| "space": "work/tasks/robopaint__acrylic_plumpark/02_review_r1" | |
| } | |
| ], | |
| "review_engine": "claude", | |
| "review_model": "claude-sonnet-5-5", | |
| "inputs_manifest_sha256": "c2edde90ee3b1bfe27c1a93d7bf76123ce83cd6eaa5746dacd3a55b2bceb2fc5", | |
| "repo_commit": "80cac7a5a227db930c659c3307a1e79c2a84bc53" | |
| } | |
| } | |