HUD-Image-Detection / selection_policy.json
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{
"schema_version": 1,
"selection_policy_version": 2,
"selection_policy": {
"semantic_types": "set of visible taxonomy-v3 categories and other_hud custom labels; repeated instances and inferred anchor types do not create separate semantic types",
"ui_position": "nearest screen-edge/corner anchor for screen HUD; bbox center for world-context overlays",
"semantic_distance": "Jaccard distance between visible semantic-type sets",
"position_distance": "symmetric Hausdorff distance within shared semantic types, aggregated as 0.65 * maximum + 0.35 * mean",
"frame_distance": "0.75 * semantic Jaccard distance + 0.25 * position distance",
"representative_selection": "one all-frame medoid followed by farthest-first additions until every frame is within threshold or the per-game representative cap is reached",
"distance_threshold": 0.56,
"max_representatives_per_game": 10
},
"source": {
"metric_run": "/fs/cml-projects/worldmodel/HUD_remove/eval_dataset/hud_diversity_taxonomy_v3/runs/gameplay_only_qwen35_terra_medium_complete",
"metric_index_sha256": "318fc805cce9d066a70fdf2ac77f710714a6c94ffd052474bd9067e8d9aaf2cd",
"games_csv_sha256": "48f35fc51bfb3d55aee5312ae368c888f62090e7b6567228b59ab1880ae8f0f8",
"selector_sha256": "99a6d77793dcb6ad182dde46bcbc989feddacab76b34f6acc58f41940ff73e9a"
},
"summary": {
"game_count": 207,
"source_frame_count": 6282,
"representative_frame_count": 1010,
"selection_fraction": 0.160777,
"selected_count_distribution": {
"min": 1,
"q25": 3.0,
"median": 5,
"q75": 7.0,
"max": 10
},
"coverage_grade_counts": {
"high": 140,
"low": 24,
"medium": 43
},
"games_reaching_cap": 14,
"games_limited_by_cap": 9,
"residual_frame_count_above_threshold": 27
},
"games": [
{
"unified_game_name": "7 Days to Die",
"game_id": "e7d050f089dd410c06296dcb",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 29,
"observed_ui_type_set_count": 28,
"representative_ui_group_count": 5,
"selection_ratio": 0.15625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.511162
},
{
"unified_game_name": "A Plague Tale: Innocence",
"game_id": "f50bedc70e50d6b6d599c1c4",
"coverage_grade": "low",
"keyframe_count": 14,
"observed_exact_signature_count": 7,
"observed_ui_type_set_count": 7,
"representative_ui_group_count": 4,
"selection_ratio": 0.285714,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.547335
},
{
"unified_game_name": "A Way Out",
"game_id": "c17dcb4b036d8e501e545794",
"coverage_grade": "medium",
"keyframe_count": 32,
"observed_exact_signature_count": 21,
"observed_ui_type_set_count": 17,
"representative_ui_group_count": 8,
"selection_ratio": 0.25,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.515377
},
{
"unified_game_name": "Agents of Mayhem",
"game_id": "d32c4913b92234f518f56701",
"coverage_grade": "medium",
"keyframe_count": 32,
"observed_exact_signature_count": 26,
"observed_ui_type_set_count": 18,
"representative_ui_group_count": 5,
"selection_ratio": 0.15625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.52806
},
{
"unified_game_name": "Alan Wake",
"game_id": "7bede8bc47d2b59d965f79c5",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 9,
"observed_ui_type_set_count": 9,
"representative_ui_group_count": 2,
"selection_ratio": 0.0625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.529762
},
{
"unified_game_name": "Alien: Isolation",
"game_id": "7b4c491e856a06cb29cc4bbf",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 9,
"observed_ui_type_set_count": 9,
"representative_ui_group_count": 4,
"selection_ratio": 0.125,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.5
},
{
"unified_game_name": "American Truck Simulator",
"game_id": "41c0c73b6a2d61b5bdceea15",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 12,
"observed_ui_type_set_count": 10,
"representative_ui_group_count": 6,
"selection_ratio": 0.1875,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.510913
},
{
"unified_game_name": "Apex Legends",
"game_id": "de782496e38a48223cee6e3e",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 32,
"observed_ui_type_set_count": 28,
"representative_ui_group_count": 7,
"selection_ratio": 0.21875,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.524747
},
{
"unified_game_name": "Aragami 2",
"game_id": "00347993f8d6faa0cc6ef799",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 16,
"observed_ui_type_set_count": 15,
"representative_ui_group_count": 4,
"selection_ratio": 0.125,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.501116
},
{
"unified_game_name": "ARC Raiders",
"game_id": "f06a86173ac87e0f19527a0a",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 28,
"observed_ui_type_set_count": 23,
"representative_ui_group_count": 1,
"selection_ratio": 0.03125,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.514572
},
{
"unified_game_name": "ArcheAge",
"game_id": "f7707a49ec2265110ab456df",
"coverage_grade": "medium",
"keyframe_count": 32,
"observed_exact_signature_count": 32,
"observed_ui_type_set_count": 25,
"representative_ui_group_count": 2,
"selection_ratio": 0.0625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.536483
},
{
"unified_game_name": "ARK: Survival Evolved",
"game_id": "ed00881b811cb5e454d41af6",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 19,
"observed_ui_type_set_count": 15,
"representative_ui_group_count": 4,
"selection_ratio": 0.125,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.510882
},
{
"unified_game_name": "ARMA 3",
"game_id": "b7a04bc9a05371a6e484bd69",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 31,
"observed_ui_type_set_count": 31,
"representative_ui_group_count": 10,
"selection_ratio": 0.3125,
"selection_cap_reached": true,
"coverage_limited_by_cap": true,
"residual_frame_count_above_threshold": 10,
"maximum_coverage_distance": 0.643973
},
{
"unified_game_name": "Asphalt 8",
"game_id": "65202c7c46eb08369593c412",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 30,
"observed_ui_type_set_count": 16,
"representative_ui_group_count": 4,
"selection_ratio": 0.125,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.535351
},
{
"unified_game_name": "Assassin's Creed II",
"game_id": "e723e6f27a6f1e943595de3a",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 26,
"observed_ui_type_set_count": 26,
"representative_ui_group_count": 6,
"selection_ratio": 0.1875,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.547688
},
{
"unified_game_name": "Assassin's Creed III",
"game_id": "9078f59fcffc1c49250d6103",
"coverage_grade": "high",
"keyframe_count": 32,
"observed_exact_signature_count": 26,
"observed_ui_type_set_count": 24,
"representative_ui_group_count": 6,
"selection_ratio": 0.1875,
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"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.542232
},
{
"unified_game_name": "Assassin's Creed IV: Black Flag",
"game_id": "0e03818655f26cf80257fc5d",
"coverage_grade": "high",
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"observed_ui_type_set_count": 26,
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"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.546131
},
{
"unified_game_name": "Assassin's Creed Odyssey",
"game_id": "1cefacf1f4d486fb6c7bfcd7",
"coverage_grade": "high",
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"observed_ui_type_set_count": 23,
"representative_ui_group_count": 7,
"selection_ratio": 0.21875,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.511905
},
{
"unified_game_name": "Assassin's Creed Origins",
"game_id": "99cf2ceb3d7d2ecb5fb01697",
"coverage_grade": "high",
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"observed_exact_signature_count": 31,
"observed_ui_type_set_count": 25,
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"selection_ratio": 0.28125,
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"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.535273
},
{
"unified_game_name": "Assassin's Creed Rogue",
"game_id": "6dd26f374eaa271cb99ce899",
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"keyframe_count": 32,
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"observed_ui_type_set_count": 23,
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"selection_ratio": 0.21875,
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"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.54564
},
{
"unified_game_name": "Assassin's Creed Syndicate",
"game_id": "30801a938269ac5cae8ad695",
"coverage_grade": "high",
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"observed_exact_signature_count": 30,
"observed_ui_type_set_count": 27,
"representative_ui_group_count": 5,
"selection_ratio": 0.15625,
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"maximum_coverage_distance": 0.541319
},
{
"unified_game_name": "Assassin's Creed Unity",
"game_id": "b142322c24cdc740d29439fb",
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"maximum_coverage_distance": 0.556885
},
{
"unified_game_name": "Assassin's Creed Valhalla",
"game_id": "c324510bd6e658e1c79e7822",
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"maximum_coverage_distance": 0.501979
},
{
"unified_game_name": "Assassin's Creed: Brotherhood",
"game_id": "510c4f0fdee9dc639c5790bb",
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"selection_ratio": 0.09375,
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},
{
"unified_game_name": "Assassin's Creed: Revelations",
"game_id": "762568eac0ab3c99fddc1e52",
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},
{
"unified_game_name": "Assetto Corsa",
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},
{
"unified_game_name": "Avatar: Frontiers of Pandora",
"game_id": "1add579b00321f5a9eb44b92",
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},
{
"unified_game_name": "Batman: Arkham Asylum",
"game_id": "fe77a82ed6ca8623d7e97794",
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"selection_ratio": 0.3125,
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},
{
"unified_game_name": "Batman: Arkham City",
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"coverage_limited_by_cap": true,
"residual_frame_count_above_threshold": 1,
"maximum_coverage_distance": 0.56808
},
{
"unified_game_name": "Batman: Arkham Knight",
"game_id": "eee852014b01a698a8047abe",
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},
{
"unified_game_name": "Batman: Arkham Origins",
"game_id": "26ffe7087f51612e93d19973",
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"selection_ratio": 0.3125,
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"coverage_limited_by_cap": true,
"residual_frame_count_above_threshold": 2,
"maximum_coverage_distance": 0.570592
},
{
"unified_game_name": "Battlefield 1",
"game_id": "45dc95fda4159025074568cb",
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},
{
"unified_game_name": "Battlefield 3",
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},
{
"unified_game_name": "Battlefield 4",
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},
{
"unified_game_name": "Battlefield Hardline",
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},
{
"unified_game_name": "Battlefield V",
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},
{
"unified_game_name": "Battlefield: Bad Company 2",
"game_id": "2b9cb8428e8512c6939752dc",
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},
{
"unified_game_name": "Beach Buggy Racing",
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},
{
"unified_game_name": "BeamNG.drive",
"game_id": "81b3b7deb6e400bc8084e5dd",
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"observed_ui_type_set_count": 20,
"representative_ui_group_count": 10,
"selection_ratio": 0.3125,
"selection_cap_reached": true,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.497638
},
{
"unified_game_name": "BioShock",
"game_id": "b2eaa18a52712299eaf518d8",
"coverage_grade": "high",
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"observed_ui_type_set_count": 15,
"representative_ui_group_count": 5,
"selection_ratio": 0.15625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.502976
},
{
"unified_game_name": "BioShock Infinite",
"game_id": "269efbf8b1e642760861d5aa",
"coverage_grade": "high",
"keyframe_count": 32,
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"observed_ui_type_set_count": 11,
"representative_ui_group_count": 2,
"selection_ratio": 0.0625,
"selection_cap_reached": false,
"coverage_limited_by_cap": false,
"residual_frame_count_above_threshold": 0,
"maximum_coverage_distance": 0.451828
},
{
"unified_game_name": "Black Desert Online",
"game_id": "21a6cd443a7ba1bd04cd6ba5",
"coverage_grade": "low",
"keyframe_count": 24,
"observed_exact_signature_count": 23,
"observed_ui_type_set_count": 14,
"representative_ui_group_count": 4,
"selection_ratio": 0.166667,
"selection_cap_reached": false,
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