{ "method": "paired_scene_group_holdout", "coverage_split": "matched_conditions", "condition_coverage": { "train": [ "camera_interrupt.challenge", "camera_interrupt.reference", "compound_shift.challenge", "compound_shift.reference", "range_noise.challenge", "range_noise.reference", "target_missing.challenge", "target_missing.reference" ], "validation": [ "camera_interrupt.challenge", "camera_interrupt.reference", "compound_shift.challenge", "compound_shift.reference", "range_noise.challenge", "range_noise.reference", "target_missing.challenge", "target_missing.reference" ], "test": [ "camera_interrupt.challenge", "camera_interrupt.reference", "compound_shift.challenge", "compound_shift.reference", "range_noise.challenge", "range_noise.reference", "target_missing.challenge", "target_missing.reference" ] }, "independent_scene_pairs": { "train": 4, "validation": 4, "test": 4 }, "episode_indices": { "train": [ 0, 1, 2, 3, 4, 5, 6, 7 ], "validation": [ 8, 9, 10, 11, 12, 13, 14, 15 ], "test": [ 16, 17, 18, 19, 20, 21, 22, 23 ] }, "ranges": { "train": "0:8", "validation": "8:16", "test": "16:24" }, "pair_assignments": { "sensor_failure_benchmark.range_noise.train.r000": "train", "sensor_failure_benchmark.target_missing.train.r000": "train", "sensor_failure_benchmark.camera_interrupt.train.r000": "train", "sensor_failure_benchmark.compound_shift.train.r000": "train", "sensor_failure_benchmark.range_noise.validation.r000": "validation", "sensor_failure_benchmark.target_missing.validation.r000": "validation", "sensor_failure_benchmark.camera_interrupt.validation.r000": "validation", "sensor_failure_benchmark.compound_shift.validation.r000": "validation", "sensor_failure_benchmark.range_noise.test.r000": "test", "sensor_failure_benchmark.target_missing.test.r000": "test", "sensor_failure_benchmark.camera_interrupt.test.r000": "test", "sensor_failure_benchmark.compound_shift.test.r000": "test" }, "seed_assignments": { "20261024": "train", "20262024": "train", "20263024": "train", "20264024": "train", "20261124": "validation", "20262124": "validation", "20263124": "validation", "20264124": "validation", "20261224": "test", "20262224": "test", "20263224": "test", "20264224": "test" }, "group_isolation_verified": true, "scope": "complete-episode split; paired scenes and scene seeds remain isolated when a holdout is used" }