{
  "experiment": "task-transfer",
  "task": "demon-attack",
  "classification": "formal",
  "paper_locations": [
    "sections/latency_aware_training.tex:Transfer Across Tasks",
    "figures/fig21_demon_mixed_cross_task"
  ],
  "models": [
    {
      "condition": "zero-latency-trained",
      "checkpoint": {
        "repo": "MLL-Lab/LAGEN-models",
        "repo_type": "model",
        "revision": "671e2a7451fda7f7dba5606c6d11183ebd804b6d",
        "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/checkpoints/steps_7000_model.safetensors"
      },
      "training_step": 7000,
      "cross_task_evaluation_binding": "script-specified; evaluation summary lacks a checkpoint digest",
      "training_data": []
    },
    {
      "condition": "mixed-latency-trained",
      "checkpoint": {
        "repo": "MLL-Lab/LAGEN-models",
        "repo_type": "model",
        "revision": "671e2a7451fda7f7dba5606c6d11183ebd804b6d",
        "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_latency_mixed_024_exp1/checkpoints/steps_5000_model.safetensors"
      },
      "training_step": 5000,
      "cross_task_evaluation_binding": "script-specified; corrected evaluation lacks a checkpoint digest",
      "training_data": [],
      "missing_original_assets": [
        "training_configuration",
        "normalization_statistics",
        "exact_training_dataset_binding"
      ]
    }
  ],
  "evaluation": {
    "tasks": [
      "demon_attack",
      "asterix",
      "atlantis",
      "air_raid"
    ],
    "latency_labels": [
      0,
      2,
      4
    ],
    "episodes_per_condition": 20,
    "episode_seed_range": [
      42,
      61
    ],
    "sources": [
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/air_raid/eval/post_train/step_7000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/asterix/eval/post_train/step_7000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/atlantis/eval/post_train/step_7000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/demon_attack/eval/post_train/step_7000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/air_raid/eval/post_train/step_5000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/asterix/eval/post_train/step_5000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/atlantis/eval/post_train/step_5000.json"
      },
      {
        "repo": "MLL-Lab/LAGEN-datasets",
        "repo_type": "dataset",
        "revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
        "path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/demon_attack/eval/post_train/step_5000.json"
      }
    ],
    "mixed_evaluation_run": "demon_attack_mixed_024_horizonfix_full_20261001_002008"
  },
  "source_limits": [
    "Paper Demon Attack mixed L0 value is 5812; the published corrected evaluation recomputes to 5832.25.",
    "Paper calls evaluation delays raw frames. Corrected mixed resolved configs use fixed latency labels: label 4 is 266.6666666666667 ms with env_fps=60 and obs_fps=15, equivalent to 16 raw frames.",
    "Zero-policy source provides summary JSONs; original resolved configs and action traces are absent.",
    "Public source versions preserve distinct prompt and horizon corrections. No rerun replaces the recorded paper values."
  ],
  "historical_evaluations": [],
  "paper_comparison": "paper_comparison.json"
}