# Confidence-aware HUD validation analysis

- Samples: 100
- Pure Terra refined element F1: 0.7640
- Pure Terra mean slot Jaccard: 0.7360
- Routed-final element F1: 0.8043
- Candidate escalated samples: 37
- Candidate human-review samples: 23
- Pearson(pre-routing pipeline confidence, slot Jaccard): 0.4897
- Non-escalated subset: 63 samples, F1 0.8059, mean Jaccard 0.8265
- Escalated subset: 37 samples, F1 0.7258, mean Jaccard 0.5819
- Jaccard < 0.5 errors missed by the router: 6

The confidence score is a routing signal, not a calibrated correctness probability.

| Game | Jaccard | Pre-routing pipeline conf. | Escalated | Missed | Extra | Scene | Visible |
|---|---:|---:|:---:|---|---|:---:|:---:|
| Dead Space 2 | 0.000 | 96 | no | crosshair | - | wrong | wrong |
| Just Cause 3 | 0.000 | 96 | no | other_hud | - | OK | wrong |
| Portal 2 | 0.000 | 84 | no | crosshair,subtitle_dialogue | tutorial_control_hint | OK | OK |
| Yakuza Kiwami | 0.000 | 69 | yes | - | score_counter | OK | wrong |
| ARMA 3 | 0.167 | 69 | yes | survival_needs,tutorial_control_hint,vehicle_health | interaction_prompt,other_hud | OK | OK |
| Batman: Arkham Knight | 0.200 | 69 | yes | ability_cooldown,radar | other_hud,status_effect | OK | OK |
| Splitgate | 0.273 | 88 | no | crosshair,enemy_health,other_hud,score_counter,timer,weapon_identity | match_status,world_marker | OK | OK |
| Postal 4 | 0.286 | 69 | yes | ammo_counter,player_armor_shield,quickslot_inventory,weapon_identity | other_hud | OK | OK |
| Assassin's Creed Rogue | 0.333 | 79 | yes | subtitle_dialogue | other_hud | OK | OK |
| Assassin's Creed: Revelations | 0.333 | 69 | yes | enemy_health,other_hud,tutorial_control_hint | ammo_counter,damage_direction,world_marker | OK | OK |
| Call of Duty: Modern Warfare | 0.400 | 83 | no | quickslot_inventory,world_marker | interaction_prompt | OK | OK |
| Mount & Blade II: Bannerlord | 0.400 | 69 | yes | notification | chat_kill_feed,subtitle_dialogue | OK | OK |
| Palworld | 0.417 | 69 | yes | ability_cooldown,ammo_counter,compass,enemy_health,quickslot_inventory,weapon_identity | status_effect | wrong | OK |
| Tom Clancy's Rainbow Six: Vegas 2 | 0.429 | 69 | yes | quickslot_inventory,teammate_roster | crosshair,other_hud | wrong | OK |
| Deep Rock Galactic | 0.455 | 69 | yes | crosshair,identity_level_xp,match_status,player_armor_shield,quickslot_inventory,timer | - | OK | OK |
| Fortnite | 0.455 | 91 | no | compass,identity_level_xp,match_status,other_hud,timer | world_marker | OK | OK |
| American Truck Simulator | 0.500 | 94 | no | other_hud | - | OK | OK |
| Bus Simulator | 0.500 | 69 | yes | notification,tutorial_control_hint | quickslot_inventory | OK | OK |
| Forza Horizon 3 | 0.500 | 69 | yes | notification | - | wrong | OK |
| Gears of War | 0.500 | 69 | yes | identity_level_xp,other_hud,tutorial_control_hint | - | OK | OK |
| Killzone | 0.500 | 66 | yes | ability_cooldown,quickslot_inventory | other_hud,stamina_energy | OK | OK |
| Nathan Morgan: Dilemma | 0.500 | 69 | yes | interaction_prompt,status_effect | - | OK | OK |
| Titanfall | 0.500 | 69 | yes | damage_direction,other_hud,quickslot_inventory,score_counter,timer,tutorial_control_hint | match_status | OK | OK |
| Unturned | 0.500 | 69 | yes | other_hud | stamina_energy,vehicle_speed_gear | OK | OK |
| Halo 3: ODST | 0.545 | 69 | yes | ability_cooldown,match_status,player_health,timer,weapon_identity | - | OK | OK |
| Payday 2 | 0.545 | 87 | no | player_armor_shield,quickslot_inventory,world_marker | teammate_roster,weapon_identity | OK | OK |
| Assassin's Creed III | 0.583 | 88 | no | ammo_counter,interaction_prompt,notification,player_health,weapon_identity | - | wrong | OK |
| FiveM | 0.600 | 69 | yes | player_health,survival_needs | - | OK | OK |
| Killzone: Shadow Fall | 0.600 | 69 | yes | crosshair,quickslot_inventory | - | OK | OK |
| Need for Speed: Most Wanted | 0.600 | 94 | no | compass,location_name | - | OK | OK |
| Zero Hour | 0.600 | 69 | yes | compass,quickslot_inventory | - | OK | OK |
| Slime Rancher | 0.625 | 69 | yes | identity_level_xp,timer | location_name | OK | OK |
| Sonic Generations | 0.625 | 88 | no | enemy_health,stamina_energy | party_status | wrong | OK |
| Beach Buggy Racing | 0.636 | 94 | no | interaction_prompt,status_effect | notification,stamina_energy | OK | OK |
| Second Extinction | 0.636 | 69 | yes | status_effect,tutorial_control_hint,weapon_identity | interaction_prompt | wrong | OK |
| Star Wars: The Old Republic | 0.643 | 85 | no | chat_kill_feed,location_name,other_hud,world_marker | status_effect | OK | OK |
| Attack on Titan 2 | 0.667 | 86 | no | - | interaction_prompt | OK | OK |
| BioShock Infinite | 0.667 | 69 | yes | currency_resource | - | OK | OK |
| Hyrule Warriors: Age of Calamity | 0.667 | 86 | no | party_status,score_counter | ability_cooldown | OK | OK |
| Monster Hunter Freedom | 0.667 | 69 | yes | tutorial_control_hint,weapon_identity | status_effect | OK | OK |
| Mortal Shell | 0.667 | 69 | yes | currency_resource,quickslot_inventory | - | OK | OK |
| Watch Dogs: Legion | 0.667 | 69 | yes | notification | interaction_prompt | OK | OK |
| Batman: Arkham City | 0.714 | 86 | no | radar | status_effect | OK | OK |
| Grand Theft Auto: San Andreas | 0.714 | 69 | yes | match_status,other_hud,score_counter | player_armor_shield | OK | OK |
| Hitman: Absolution | 0.714 | 86 | no | stamina_energy | player_health | OK | OK |
| Aragami 2 | 0.750 | 93 | no | world_marker | - | OK | OK |
| Assassin's Creed Origins | 0.750 | 69 | yes | stealth_detection | - | OK | OK |
| Fallout 4: Nuka-World | 0.750 | 69 | yes | currency_resource,player_armor_shield | - | OK | OK |
| Persona 5 Strikers | 0.750 | 93 | no | - | interaction_prompt | wrong | OK |
| Saints Row: The Third | 0.750 | 94 | no | player_health | - | OK | OK |
| Yakuza: Like a Dragon | 0.750 | 69 | yes | match_status | - | OK | OK |
| Grand Theft Auto III | 0.778 | 91 | no | status_effect | other_hud | OK | OK |
| Dishonored | 0.800 | 88 | no | other_hud | - | OK | OK |
| Earth Defense Force | 0.800 | 88 | no | player_armor_shield | - | OK | OK |
| Horizon Forbidden West | 0.833 | 91 | no | - | score_counter | OK | OK |
| Asphalt 8 | 0.857 | 69 | yes | minimap | - | OK | OK |
| Hitman 2 | 0.857 | 94 | no | world_marker | - | OK | OK |
| Ratchet & Clank | 0.857 | 86 | no | - | identity_level_xp | OK | OK |
| Metal Gear Rising: Revengeance | 0.875 | 88 | no | quickslot_inventory | - | OK | OK |
| Monster Hunter Rise | 0.917 | 69 | yes | other_hud | - | OK | OK |
| Agents of Mayhem | 1.000 | 95 | no | - | - | wrong | OK |
| Alan Wake | 1.000 | 98 | no | - | - | wrong | OK |
| Aliens vs. Predator | 1.000 | 95 | no | - | - | OK | OK |
| Alpha Protocol | 1.000 | 96 | no | - | - | OK | OK |
| Assassin's Creed IV: Black Flag | 1.000 | 90 | no | - | - | OK | OK |
| Assassin's Creed Odyssey | 1.000 | 98 | no | - | - | OK | OK |
| Assassin's Creed Unity | 1.000 | 88 | no | - | - | OK | OK |
| Assetto Corsa | 1.000 | 96 | no | - | - | OK | OK |
| BeamNG.drive | 1.000 | 97 | no | - | - | OK | OK |
| BioShock | 1.000 | 94 | no | - | - | wrong | OK |
| Black Desert Online | 1.000 | 98 | no | - | - | OK | OK |
| Condemned | 1.000 | 85 | no | - | - | OK | OK |
| Detroit: Become Human | 1.000 | 94 | no | - | - | OK | OK |
| Dragon Ball Xenoverse | 1.000 | 86 | no | - | - | OK | OK |
| Duke Nukem Forever | 1.000 | 96 | no | - | - | OK | OK |
| F.E.A.R. 2: Project Origin | 1.000 | 96 | no | - | - | OK | OK |
| Gravity Rush 2 | 1.000 | 97 | no | - | - | OK | OK |
| GreedFall | 1.000 | 96 | no | - | - | OK | OK |
| Green Hell | 1.000 | 98 | no | - | - | wrong | OK |
| Hellblade: Senua's Sacrifice | 1.000 | 97 | no | - | - | wrong | OK |
| Hogwarts Legacy | 1.000 | 88 | no | - | - | OK | OK |
| Kena: Bridge of Spirits | 1.000 | 98 | no | - | - | wrong | OK |
| Life is Strange 2 | 1.000 | 98 | no | - | - | OK | OK |
| Marathon | 1.000 | 69 | yes | - | - | OK | OK |
| Mass Effect 2 | 1.000 | 96 | no | - | - | OK | OK |
| Mass Effect: Legendary Edition | 1.000 | 99 | no | - | - | OK | OK |
| MechWarrior 5 | 1.000 | 98 | no | - | - | OK | OK |
| Outlast II | 1.000 | 96 | no | - | - | OK | OK |
| Prince of Persia: The Sands of Time | 1.000 | 69 | yes | - | - | OK | OK |
| Raji: An Ancient Epic | 1.000 | 97 | no | - | - | OK | OK |
| Ratchet & Clank: Rift Apart | 1.000 | 96 | no | - | - | wrong | OK |
| Resident Evil 7 | 1.000 | 93 | no | - | - | OK | OK |
| Scarface: The World Is Yours | 1.000 | 98 | no | - | - | OK | OK |
| Silent Hill: Shattered Memories | 1.000 | 97 | no | - | - | OK | OK |
| Star Wars Jedi Knight: Jedi Academy | 1.000 | 75 | yes | - | - | OK | OK |
| Sunset Overdrive | 1.000 | 98 | no | - | - | OK | OK |
| The Evil Within | 1.000 | 60 | yes | - | - | OK | OK |
| The Legend of Zelda: Breath of the Wild | 1.000 | 95 | no | - | - | OK | OK |
| This Bed We Made | 1.000 | 98 | no | - | - | OK | OK |
| Xenoblade Chronicles 2 | 1.000 | 96 | no | - | - | OK | OK |