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README.md CHANGED
@@ -26,8 +26,8 @@ configs:
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  # WRBench Evaluation Results
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  Model-level **diagnostic profile** for *Current World Models Lack a Persistent State Core* — the aggregate table
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- behind the WRBench leaderboard. This release covers **23 models** on the
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- 9,600-video public benchmark surface, each scored on six evaluation dimensions
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  (D1-D6) under controlled viewpoint changes.
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  > 🏆 Explore it interactively in the
@@ -100,8 +100,8 @@ for API prompt-camera rows) rather than a zero score.
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  - Benchmark date: 2026-06-08
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  - Commit: 73b804130
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  - CamAlign: d1_camalign_v2_lite (2026-06-10 common-yaw / static-hold intent)
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- - D5/D6: conditional over 2,073 shared-E14 re-observation-supported rows
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- - Raw exports kept under `original/` (`wrbench_23model_results.csv` / `.json`)
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  ## Links
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  # WRBench Evaluation Results
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28
  Model-level **diagnostic profile** for *Current World Models Lack a Persistent State Core* — the aggregate table
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+ behind the WRBench leaderboard. This release covers **26 models** on the
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+ 11,100-video expanded public benchmark surface, each scored on six evaluation dimensions
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  (D1-D6) under controlled viewpoint changes.
32
 
33
  > 🏆 Explore it interactively in the
 
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  - Benchmark date: 2026-06-08
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  - Commit: 73b804130
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  - CamAlign: d1_camalign_v2_lite (2026-06-10 common-yaw / static-hold intent)
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+ - D5/D6: conditional over 2,219 shared-E14 re-observation-supported rows
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+ - Raw exports kept under `original/` (`wrbench_26model_expanded_results.csv` / `.json`)
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  ## Links
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data/model_scores.parquet CHANGED
@@ -1,3 +1,3 @@
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original/wrbench_26model_expanded_results.csv ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model_id,display_name,paper_group,viewpoint_condition,model_input,source_group,viewpoint_condition_type,n_outputs,D1_CamPrec,D1_CamPrec_n,D1_CamAlign_common_yaw,D1_CamAlign_common_yaw_n,D1_CamAlign_static_hold,D1_CamAlign_static_hold_n,D2,D2_n,D3,D3_n,D4,D4_n,D5,D5_n,D6,D6_n,gate_applicable_rate,low_n_flag,metric_notes,Avg
2
+ gen3c,Gen3C,V2V,Geometry-cache,TV2V,local_deployed,geometry-cache,400,0.698673268222,400,0.763661,400,NA,0,0.749128848955,400,0.7226223275,400,0.55832766,400,0.68128519863,292,0.640176664384,292,0.73,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6858669499115
3
+ hailuo_2_3,Hailuo 2.3,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.074558,200,0.981497,100,0.828514992061,300,0.890903776667,300,0.758899813333,300,0.718581,19,0.641525789474,19,0.0633333333333,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6521638952558334
4
+ happyhorse_1_0_i2v,HappyHorse 1.0 I2V,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.024535,200,0.922438,100,0.860335317714,300,0.87469286,300,0.71513801,300,0.779475774194,31,0.695482548387,31,0.103333333333,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6582765850491666
5
+ hunyuan_game_craft,Hunyuan GameCraft,Interactive,Model-inferred,TI2V,local_deployed,model-inferred,400,0.534075475538,400,0.360795,400,NA,0,0.705359823713,400,0.671783215,400,0.4401988425,400,0.554439333333,24,0.490242458333,24,0.06,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; Hunyuan GameCraft static-hold rows removed from the full benchmark set before aggregation; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.5371364454798334
6
+ hunyuan_worldplay,Hunyuan WorldPlay,Interactive,Model-inferred,TI2V,local_deployed,model-inferred,500,0.708315962852,500,0.260852,400,NA,0,0.869801497146,500,0.73659917,500,0.522926138,500,0.639683884615,104,0.602829153846,104,0.208,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6054486406011667
7
+ hydra,Hydra,V2V,Source-video,TV2V,local_deployed,source-video,400,0.822318120077,400,0.854661,400,NA,0,0.691303712003,400,0.6477865975,400,0.50005684,400,0.508819842105,133,0.445027180451,133,0.3325,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6079425286765
8
+ inspatio_world_14b,InSpatio World 14B,V2V,Source-video,TV2V,local_deployed,source-video,400,0.693372270332,400,0.661046,400,NA,0,0.824239589632,400,0.820893435,400,0.6682933025,400,0.733576232932,249,0.664453975904,249,0.6225,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.7287504226613333
9
+ kling_v2_6,Kling v2.6,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.09363,200,0.985198,100,0.864106809528,300,0.854208363333,300,0.67445893,300,0.7105715,10,0.6169894,10,0.0333333333333,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6356608338101667
10
+ lingbot_world,Lingbot World,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.513166219737,500,0.174531,400,NA,0,0.870428621536,500,0.875510382,500,0.73469463,500,0.716896766667,30,0.662628866667,30,0.06,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6724483778116666
11
+ lingbot_world_act,Lingbot Act,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.468415889285,500,0.167776,400,NA,0,0.855666152251,500,0.873558238,500,0.71915545,500,0.7708950625,32,0.7254394375,32,0.064,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6854150567085
12
+ liveworld,LiveWorld,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.8121368981,500,0.855566,400,NA,0,0.775149112976,500,0.703464608,500,0.54072688,500,0.661172151515,198,0.599960616162,198,0.396,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6893398947755
13
+ magicworld,MagicWorld,Interactive,Model-inferred,TI2V,local_deployed,model-inferred,500,0.763846235988,500,0.720109,400,NA,0,0.542846623785,500,0.623476598,500,0.457725808,500,0.583945186667,75,0.573926986667,75,0.15,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.5836717005198334
14
+ recammaster,ReCamMaster,V2V,Source-video,TV2V,local_deployed,source-video,400,0.716977662377,400,0.729189,400,NA,0,0.7401647541,400,0.715309525,400,0.534607135,400,0.664939957265,234,0.616121816239,234,0.585,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6667220312673333
15
+ spatia,Spatia,V2V,Geometry-cache,TV2V,local_deployed,geometry-cache,500,0.704199145789,500,0.481764,400,NA,0,0.763378869774,500,0.73106498,500,0.541310104,500,0.600367883721,129,0.586199550388,129,0.258,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6173475646471666
16
+ versecrafter,VerseCrafter,V2V,Geometry-cache,TI2V,local_deployed,geometry-cache,500,0.780724658379,500,0.667481,400,NA,0,0.845725828024,500,0.706826178,500,0.507852736,500,0.60749035,140,0.584297085714,140,0.28,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6532788629563333
17
+ wan21_fun_14b_cam,Wan-Fun 2.1-14B,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.756878968751,500,0.52611,400,NA,0,0.845676887256,500,0.733425918,500,0.530165346,500,0.65872043956,91,0.62091689011,91,0.182,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6525025801543333
18
+ wan21_fun_1p3b_cam,Wan-Fun 2.1-1.3B,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.770960473205,500,0.729311,400,NA,0,0.842076226449,500,0.72511208,500,0.51258749,500,0.709351985507,69,0.657234246377,69,0.138,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6959455047221667
19
+ wan22_fun_5b_cam,Wan-Fun 2.2-5B,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.723692813641,500,0.334865,400,NA,0,0.811992971342,500,0.804725648,500,0.607042082,500,0.708930483333,60,0.66399395,60,0.12,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6552583557791666
20
+ wan22_fun_a14b_cam,Wan-Fun 2.2-A14B,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.757783777558,500,0.553242,400,NA,0,0.848139955103,500,0.81033699,500,0.624871978,500,0.698005863636,88,0.648500590909,88,0.176,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6971828962746668
21
+ wan2_2_i2v_plus,Wan2.2 I2V Plus,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.013104,200,0.89727,100,0.799875078936,300,0.829465053333,300,0.644361743333,300,0.7139465,6,0.610216833333,6,0.02,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6018282014891666
22
+ wan2_6_i2v,Wan2.6 I2V,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.015884,200,0.952684,100,0.856449483645,300,0.85519144,300,0.68167217,300,0.658937052632,38,0.555804921053,38,0.126666666667,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6039898445549999
23
+ wan2_7_i2v,Wan2.7 I2V,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.020148,200,0.989341,100,0.749693298475,300,0.84816837,300,0.675838,300,0.714835166667,18,0.637903777778,18,0.06,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6077644354866667
24
+ wanx2_1_i2v_turbo,WanX2.1 I2V Turbo,API prompt-camera,Prompt-only,TI2V,api_prompt_camera,prompt-only,300,NA,0,0.029899,200,0.732483,100,0.71291740938,300,0.838559093333,300,0.651044936667,300,0.854777333333,3,0.777309333333,3,0.01,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6440845176743334
25
+ sana-wm,SANA-WM,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.8897149710367495,500,0.725813141777409,400,0.8912960805057931,100,0.7363935417580607,500,0.7457963580000001,500,0.53822187,500,0.685939,24,0.65293125,24,0.048,true,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10); D1-CamPrec uses generated-frame-aligned target copies for QC; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10,0.680849193589245
26
+ easyanimate-v51-camera,EasyAnimate V5.1 Camera,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.8681845950407516,500,0.65757070794146,400,0.9263751827952172,100,0.7828462633371354,500,0.718751102,500,0.523202118,500,0.605838507936508,63,0.5759161904761905,63,0.126,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10),0.6440208149485489
27
+ minwm-hy-action2v,minWM-HY Action2V,Camera,Model-inferred,TI2V,local_deployed,model-inferred,500,0.5894488103720786,500,0.39202455648203155,400,0.10668937948128969,100,0.8479619274735448,500,0.67765016,500,0.45983546999999997,500,0.6020807288135592,59,0.5812337627118643,59,0.118,false,D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10); D1-CamPrec is a native-token response diagnostic because target C2W is not model-effective for this adapter,0.5934644342468333
original/wrbench_26model_expanded_results.json ADDED
@@ -0,0 +1,901 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "schema_version": "wrbench-expanded-26model-aggregate-v1",
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+ "generated_at": "2026-06-22T00:00:00+00:00",
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+ "source_files": [
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+ "data/results/wrbench_23model_results.csv",
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+ "candidate_model_scores_current_20260620 sanitized row additions"
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+ ],
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+ "source_commits_or_mtimes": {
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+ "data/results/wrbench_23model_results.csv": {
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+ "published_with": "wrbench paper-oriented release"
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+ },
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+ "expanded_from": "candidate_model_scores_current_20260620"
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+ }
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+ },
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+ "aggregate_checks": {
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+ "model_count": 26,
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+ "expected_outputs_total": 11100,
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+ "D1_CamPrec": {
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+ "weighted_mean_from_rows": 0.7155446031651148,
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+ "n": 9000
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+ },
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+ "D1_CamAlign_common_yaw": {
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+ "weighted_mean_from_rows": 0.4778776180533733,
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+ "n": 9000
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+ },
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+ "D1_CamAlign_static_hold": {
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+ "weighted_mean_from_rows": 0.8385271642782299,
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+ "n": 1000
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+ },
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+ "D2": {
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+ "weighted_mean_from_rows": 0.793215193458403,
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+ "n": 11100
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+ },
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+ "D3": {
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+ "weighted_mean_from_rows": 0.7623300839639457,
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+ "n": 11100
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+ },
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+ "D4": {
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+ "weighted_mean_from_rows": 0.5793852831531441,
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+ "n": 11100
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+ },
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+ "D5": {
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+ "weighted_mean_from_rows": 0.6582954100945898,
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+ "n": 2219
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+ },
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+ "D6": {
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+ "weighted_mean_from_rows": 0.6111193614241844,
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+ "n": 2219
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+ },
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+ "camera_table_aggregate_scores": {
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+ "D1-CamPrec requested-control": {
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+ "weighted_mean": 0.7021636320348326,
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+ "n": 7500
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+ },
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+ "D1-CamAlign common-yaw": {
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+ "weighted_mean": 0.460350666666656,
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+ "n": 7800
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+ },
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+ "D1-CamAlign API static-hold": {
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+ "weighted_mean": 0.9229872850478809,
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+ "n": 700
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+ }
65
+ },
66
+ "benchmark_totals_aggregate_scores": {
67
+ "D2": {
68
+ "weighted_mean": 0.7938633105316238,
69
+ "n": 9600
70
+ },
71
+ "D3": {
72
+ "weighted_mean": 0.769871366875,
73
+ "n": 9600
74
+ },
75
+ "D4": {
76
+ "weighted_mean": 0.5906819702083332,
77
+ "n": 9600
78
+ },
79
+ "D5": {
80
+ "weighted_mean": 0.661169507959479,
81
+ "n": 2073
82
+ },
83
+ "D6": {
84
+ "weighted_mean": 0.6125557168355041,
85
+ "n": 2073
86
+ }
87
+ },
88
+ "group_counts": {
89
+ "V2V": 6,
90
+ "Camera": 7,
91
+ "Interactive": 3,
92
+ "API prompt-camera": 7
93
+ },
94
+ "group_outputs": {
95
+ "V2V": 2600,
96
+ "Camera": 3500,
97
+ "Interactive": 1400,
98
+ "API prompt-camera": 2100
99
+ },
100
+ "low_n_models": [
101
+ "hailuo_2_3",
102
+ "hunyuan_game_craft",
103
+ "kling_v2_6",
104
+ "lingbot_world",
105
+ "lingbot_world_act",
106
+ "wan2_2_i2v_plus",
107
+ "wan2_7_i2v",
108
+ "wanx2_1_i2v_turbo"
109
+ ],
110
+ "d5_d6_denominator_policy": "conditional_shared_E14_applicable_rows_not_full_9600",
111
+ "d1_metric_policy": "D1_CamPrec_and_D1_CamAlign_are_separate_not_merged",
112
+ "rounding_notes": [
113
+ "D1_CamAlign_static_hold per-model values are rounded in the published CSV; this JSON preserves the authoritative aggregate."
114
+ ],
115
+ "expanded_row_count": 3,
116
+ "frozen_row_count": 23
117
+ },
118
+ "column_status": {
119
+ "paper_group": "DEPRECATED legacy grouping (V2V/Camera/Interactive/API prompt-camera). No longer used in the paper. The paper and the live table builder (wrbench.eval.aggregate.build_wrbench_vnext_main_table) group models by viewpoint_condition_type (source-video/geometry-cache/model-inferred/prompt-only). Retained only to reproduce the frozen published artifact; do not use for new analysis.",
120
+ "source_group": "DEPRECATED legacy provenance bucket (local_deployed/api_prompt_camera). Retained for the frozen artifact only.",
121
+ "model_input": "Model input modality, one of {T2V, TI2V, TV2V}. Derived from the wrbench registry input_kind (image=TI2V, source_video=TV2V, none=T2V); API prompt-camera rows have no local registry record and are classified by their first-frame image-to-video (I2V) input contract = TI2V. Independent of viewpoint_condition_type: e.g. Gen3C/Spatia consume a source video (TV2V) but deliver a geometry-cache condition, and VerseCrafter takes an image (TI2V) but delivers a geometry-cache condition.",
122
+ "viewpoint_condition_type": "Paper viewpoint condition type (Table 2): source-video, geometry-cache, model-inferred, or prompt-only. Canonical mapping lives in wrbench.eval.aggregate.build_wrbench_vnext_main_table.VIEWPOINT_CONDITION_BY_MODEL."
123
+ },
124
+ "model_input_policy": {
125
+ "T2V": "Text-to-video; no first-frame image and no source/reference video. registry input_kind=none. No T2V model is present in this frozen 23-model table (see wrbench_t2v_results.json for the separate T2V intake table).",
126
+ "TI2V": "Text + image-to-video; conditioned on a first-frame image. registry input_kind=image, plus all API prompt-camera rows run with first-frame I2V anchoring.",
127
+ "TV2V": "Text + (source) video-to-video; conditioned on a source/reference video. registry input_kind=source_video."
128
+ },
129
+ "group_policy": {
130
+ "V2V": "Reference/video-to-video and 3D-aware source-world transformation systems: Gen3C, Hydra, InSpatio World 14B, ReCamMaster, Spatia, VerseCrafter.",
131
+ "Camera": "Local camera-control systems, including LiveWorld, Lingbot World, Lingbot Act, and local Wan-Fun camera-control rows.",
132
+ "Interactive": "Local interactive/action/world-play systems: Hunyuan GameCraft, Hunyuan WorldPlay, MagicWorld.",
133
+ "API prompt-camera": "API models controlled by prompt-level camera instructions; reported separately and not folded into local Camera aggregates."
134
+ },
135
+ "metric_policy": {
136
+ "D1_CamPrec": "Strict requested-control precision over local certified requested-control rows; not applicable to API prompt-camera rows.",
137
+ "D1_CamAlign_common_yaw": "CamAlign v2-lite common-yaw alignment (d1_camalign_v2_lite, 2026-06-10); separate from D1-CamPrec.",
138
+ "D1_CamAlign_static_hold": "API static-hold sanity diagnostic over API static-hold rows only.",
139
+ "D2_D3_D4": "Full 9600-output benchmark denominators after removing unsupported Hunyuan GameCraft static-hold rows from the benchmark set.",
140
+ "D5_D6": "Post-judgeability conditional means over shared-E14 applicable rows; denominator is 2073 overall, not 9600.",
141
+ "low_n_flag": "True when D5_n < 10 or D5_n / n_outputs < 0.10.",
142
+ "expanded_leaderboard": "This 26-row artifact extends the frozen 23-model table with SANA-WM, EasyAnimate V5.1 Camera, and minWM-HY Action2V; metric_notes carry row-specific D1 caveats."
143
+ },
144
+ "stale_inputs_superseded": [],
145
+ "rows": [
146
+ {
147
+ "model_id": "gen3c",
148
+ "display_name": "Gen3C",
149
+ "paper_group": "V2V",
150
+ "source_group": "local_deployed",
151
+ "model_input": "TV2V",
152
+ "n_outputs": 400,
153
+ "D1_CamPrec": 0.6986732682216313,
154
+ "D1_CamPrec_n": 400,
155
+ "D1_CamAlign_common_yaw": 0.763661,
156
+ "D1_CamAlign_common_yaw_n": 400,
157
+ "D1_CamAlign_static_hold": null,
158
+ "D1_CamAlign_static_hold_n": 0,
159
+ "D2": 0.749128848955,
160
+ "D2_n": 400,
161
+ "D3": 0.7226223275,
162
+ "D3_n": 400,
163
+ "D4": 0.55832766,
164
+ "D4_n": 400,
165
+ "D5": 0.68128519863,
166
+ "D5_n": 292,
167
+ "D6": 0.640176664384,
168
+ "D6_n": 292,
169
+ "gate_applicable_rate": 0.73,
170
+ "low_n_flag": false,
171
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
172
+ "Avg": 0.6858669499115,
173
+ "viewpoint_condition_type": "geometry-cache"
174
+ },
175
+ {
176
+ "model_id": "hailuo_2_3",
177
+ "display_name": "Hailuo 2.3",
178
+ "paper_group": "API prompt-camera",
179
+ "source_group": "api_prompt_camera",
180
+ "model_input": "TI2V",
181
+ "n_outputs": 300,
182
+ "D1_CamPrec": null,
183
+ "D1_CamPrec_n": 0,
184
+ "D1_CamAlign_common_yaw": 0.074558,
185
+ "D1_CamAlign_common_yaw_n": 200,
186
+ "D1_CamAlign_static_hold": 0.981497,
187
+ "D1_CamAlign_static_hold_n": 100,
188
+ "D2": 0.828514992061,
189
+ "D2_n": 300,
190
+ "D3": 0.890903776667,
191
+ "D3_n": 300,
192
+ "D4": 0.758899813333,
193
+ "D4_n": 300,
194
+ "D5": 0.718581,
195
+ "D5_n": 19,
196
+ "D6": 0.641525789474,
197
+ "D6_n": 19,
198
+ "gate_applicable_rate": 0.06333333333333334,
199
+ "low_n_flag": true,
200
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
201
+ "Avg": 0.6521638952558334,
202
+ "viewpoint_condition_type": "prompt-only"
203
+ },
204
+ {
205
+ "model_id": "happyhorse_1_0_i2v",
206
+ "display_name": "HappyHorse 1.0 I2V",
207
+ "paper_group": "API prompt-camera",
208
+ "source_group": "api_prompt_camera",
209
+ "model_input": "TI2V",
210
+ "n_outputs": 300,
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+ "D1_CamPrec": null,
212
+ "D1_CamPrec_n": 0,
213
+ "D1_CamAlign_common_yaw": 0.024535,
214
+ "D1_CamAlign_common_yaw_n": 200,
215
+ "D1_CamAlign_static_hold": 0.922438,
216
+ "D1_CamAlign_static_hold_n": 100,
217
+ "D2": 0.860335317714,
218
+ "D2_n": 300,
219
+ "D3": 0.87469286,
220
+ "D3_n": 300,
221
+ "D4": 0.71513801,
222
+ "D4_n": 300,
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+ "D5": 0.779475774194,
224
+ "D5_n": 31,
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+ "D6": 0.695482548387,
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+ "D6_n": 31,
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+ "gate_applicable_rate": 0.10333333333333333,
228
+ "low_n_flag": false,
229
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
230
+ "Avg": 0.6582765850491666,
231
+ "viewpoint_condition_type": "prompt-only"
232
+ },
233
+ {
234
+ "model_id": "hunyuan_game_craft",
235
+ "display_name": "Hunyuan GameCraft",
236
+ "paper_group": "Interactive",
237
+ "source_group": "local_deployed",
238
+ "model_input": "TI2V",
239
+ "n_outputs": 400,
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+ "D1_CamPrec": 0.5340754755383156,
241
+ "D1_CamPrec_n": 400,
242
+ "D1_CamAlign_common_yaw": 0.360795,
243
+ "D1_CamAlign_common_yaw_n": 400,
244
+ "D1_CamAlign_static_hold": null,
245
+ "D1_CamAlign_static_hold_n": 0,
246
+ "D2": 0.705359823713,
247
+ "D2_n": 400,
248
+ "D3": 0.671783215,
249
+ "D3_n": 400,
250
+ "D4": 0.4401988425,
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+ "D4_n": 400,
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+ "D5": 0.554439333333,
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+ "D5_n": 24,
254
+ "D6": 0.490242458333,
255
+ "D6_n": 24,
256
+ "gate_applicable_rate": 0.06,
257
+ "low_n_flag": true,
258
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; Hunyuan GameCraft static-hold rows removed from the full benchmark set before aggregation; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
259
+ "Avg": 0.5371364454798334,
260
+ "viewpoint_condition_type": "model-inferred"
261
+ },
262
+ {
263
+ "model_id": "hunyuan_worldplay",
264
+ "display_name": "Hunyuan WorldPlay",
265
+ "paper_group": "Interactive",
266
+ "source_group": "local_deployed",
267
+ "model_input": "TI2V",
268
+ "n_outputs": 500,
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+ "D1_CamPrec": 0.7083159628523558,
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+ "D1_CamPrec_n": 500,
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+ "D1_CamAlign_common_yaw": 0.260852,
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+ "D1_CamAlign_common_yaw_n": 400,
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+ "D1_CamAlign_static_hold": null,
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+ "D1_CamAlign_static_hold_n": 0,
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+ "D2": 0.869801497146,
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+ "D2_n": 500,
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+ "D3": 0.73659917,
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+ "D3_n": 500,
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+ "D4": 0.522926138,
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+ "D4_n": 500,
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+ "D5": 0.639683884615,
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+ "D5_n": 104,
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+ "D6": 0.602829153846,
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+ "D6_n": 104,
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+ "gate_applicable_rate": 0.208,
286
+ "low_n_flag": false,
287
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
288
+ "Avg": 0.6054486406011667,
289
+ "viewpoint_condition_type": "model-inferred"
290
+ },
291
+ {
292
+ "model_id": "hydra",
293
+ "display_name": "Hydra",
294
+ "paper_group": "V2V",
295
+ "source_group": "local_deployed",
296
+ "model_input": "TV2V",
297
+ "n_outputs": 400,
298
+ "D1_CamPrec": 0.8223181200767271,
299
+ "D1_CamPrec_n": 400,
300
+ "D1_CamAlign_common_yaw": 0.854661,
301
+ "D1_CamAlign_common_yaw_n": 400,
302
+ "D1_CamAlign_static_hold": null,
303
+ "D1_CamAlign_static_hold_n": 0,
304
+ "D2": 0.691303712003,
305
+ "D2_n": 400,
306
+ "D3": 0.6477865975,
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+ "D3_n": 400,
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+ "D4": 0.50005684,
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+ "D4_n": 400,
310
+ "D5": 0.508819842105,
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+ "D5_n": 133,
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+ "D6": 0.445027180451,
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+ "D6_n": 133,
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+ "gate_applicable_rate": 0.3325,
315
+ "low_n_flag": false,
316
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
317
+ "Avg": 0.6079425286765,
318
+ "viewpoint_condition_type": "source-video"
319
+ },
320
+ {
321
+ "model_id": "inspatio_world_14b",
322
+ "display_name": "InSpatio World 14B",
323
+ "paper_group": "V2V",
324
+ "source_group": "local_deployed",
325
+ "model_input": "TV2V",
326
+ "n_outputs": 400,
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+ "D1_CamPrec": 0.6933722703322396,
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+ "D1_CamPrec_n": 400,
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+ "D1_CamAlign_common_yaw": 0.661046,
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+ "D1_CamAlign_common_yaw_n": 400,
331
+ "D1_CamAlign_static_hold": null,
332
+ "D1_CamAlign_static_hold_n": 0,
333
+ "D2": 0.824239589632,
334
+ "D2_n": 400,
335
+ "D3": 0.820893435,
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+ "D3_n": 400,
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+ "D4": 0.6682933025,
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+ "D4_n": 400,
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+ "D5": 0.733576232932,
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+ "D5_n": 249,
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+ "D6": 0.664453975904,
342
+ "D6_n": 249,
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+ "gate_applicable_rate": 0.6225,
344
+ "low_n_flag": false,
345
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
346
+ "Avg": 0.7287504226613333,
347
+ "viewpoint_condition_type": "source-video"
348
+ },
349
+ {
350
+ "model_id": "kling_v2_6",
351
+ "display_name": "Kling v2.6",
352
+ "paper_group": "API prompt-camera",
353
+ "source_group": "api_prompt_camera",
354
+ "model_input": "TI2V",
355
+ "n_outputs": 300,
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+ "D1_CamPrec": null,
357
+ "D1_CamPrec_n": 0,
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+ "D1_CamAlign_common_yaw": 0.09363,
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+ "D1_CamAlign_common_yaw_n": 200,
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+ "D1_CamAlign_static_hold": 0.985198,
361
+ "D1_CamAlign_static_hold_n": 100,
362
+ "D2": 0.864106809528,
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+ "D2_n": 300,
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+ "D3": 0.854208363333,
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+ "D3_n": 300,
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+ "D4": 0.67445893,
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+ "D4_n": 300,
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+ "D5": 0.7105715,
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+ "D5_n": 10,
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+ "D6": 0.6169894,
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+ "D6_n": 10,
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+ "gate_applicable_rate": 0.03333333333333333,
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+ "low_n_flag": true,
374
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; D1-CamPrec not applicable to API prompt-camera rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
375
+ "Avg": 0.6356608338101667,
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+ "viewpoint_condition_type": "prompt-only"
377
+ },
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+ {
379
+ "model_id": "lingbot_world",
380
+ "display_name": "Lingbot World",
381
+ "paper_group": "Camera",
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+ "source_group": "local_deployed",
383
+ "model_input": "TI2V",
384
+ "n_outputs": 500,
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+ "D1_CamPrec": 0.5131662197368047,
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+ "D1_CamAlign_common_yaw": 0.174531,
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+ "D1_CamAlign_common_yaw_n": 400,
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+ "D1_CamAlign_static_hold": null,
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+ "D1_CamAlign_static_hold_n": 0,
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+ "D2": 0.870428621536,
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+ "D2_n": 500,
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+ "D3": 0.875510382,
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+ "D3_n": 500,
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+ "D4": 0.73469463,
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+ "D4_n": 500,
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+ "D5": 0.716896766667,
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+ "D5_n": 30,
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+ "D6": 0.662628866667,
400
+ "D6_n": 30,
401
+ "gate_applicable_rate": 0.06,
402
+ "low_n_flag": true,
403
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
404
+ "Avg": 0.6724483778116666,
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+ "viewpoint_condition_type": "model-inferred"
406
+ },
407
+ {
408
+ "model_id": "lingbot_world_act",
409
+ "display_name": "Lingbot Act",
410
+ "paper_group": "Camera",
411
+ "source_group": "local_deployed",
412
+ "model_input": "TI2V",
413
+ "n_outputs": 500,
414
+ "D1_CamPrec": 0.468415889285301,
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+ "D1_CamPrec_n": 500,
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+ "D1_CamAlign_common_yaw": 0.167776,
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+ "D1_CamAlign_common_yaw_n": 400,
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+ "D1_CamAlign_static_hold": null,
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+ "D1_CamAlign_static_hold_n": 0,
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+ "D2": 0.855666152251,
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+ "D2_n": 500,
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+ "D3": 0.873558238,
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+ "D3_n": 500,
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+ "D4": 0.71915545,
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+ "D4_n": 500,
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+ "D5": 0.7708950625,
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+ "D5_n": 32,
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+ "D6": 0.7254394375,
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+ "D6_n": 32,
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+ "gate_applicable_rate": 0.064,
431
+ "low_n_flag": true,
432
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; low re-observation support: D5/D6 n < 10 or gate_applicable_rate < 0.10; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
433
+ "Avg": 0.6854150567085,
434
+ "viewpoint_condition_type": "model-inferred"
435
+ },
436
+ {
437
+ "model_id": "liveworld",
438
+ "display_name": "LiveWorld",
439
+ "paper_group": "Camera",
440
+ "source_group": "local_deployed",
441
+ "model_input": "TV2V",
442
+ "n_outputs": 500,
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+ "D1_CamPrec": 0.8121368981000068,
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+ "D1_CamPrec_n": 500,
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+ "D1_CamAlign_common_yaw": 0.855566,
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+ "D1_CamAlign_common_yaw_n": 400,
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+ "D1_CamAlign_static_hold": null,
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+ "D1_CamAlign_static_hold_n": 0,
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+ "D2": 0.775149112976,
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+ "D2_n": 500,
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+ "D3": 0.703464608,
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+ "D3_n": 500,
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+ "D4": 0.54072688,
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+ "D4_n": 500,
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+ "D5": 0.661172151515,
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+ "D5_n": 198,
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+ "D6": 0.599960616162,
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+ "D6_n": 198,
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+ "gate_applicable_rate": 0.396,
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+ "low_n_flag": false,
461
+ "metric_notes": "D1-CamPrec and D1-CamAlign are separate metrics; D5/D6 are conditional over shared-E14 applicable rows; CamAlign common-yaw uses d1_camalign_v2_lite (2026-06-10)",
462
+ "Avg": 0.6893398947755,
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+ "viewpoint_condition_type": "model-inferred"
464
+ },
465
+ {
466
+ "model_id": "magicworld",
467
+ "display_name": "MagicWorld",
468
+ "paper_group": "Interactive",
469
+ "source_group": "local_deployed",
470
+ "model_input": "TI2V",
471
+ "n_outputs": 500,
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+ "D1_CamPrec": 0.7638462359878075,
473
+ "D1_CamPrec_n": 500,
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+ "D1_CamAlign_common_yaw": 0.720109,
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+ "D1_CamAlign_common_yaw_n": 400,
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+ "D1_CamAlign_static_hold": null,
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+ "D1_CamAlign_static_hold_n": 0,
478
+ "D2": 0.542846623785,
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480
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491
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493
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494
+ {
495
+ "model_id": "recammaster",
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497
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498
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499
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500
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501
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520
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521
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522
+ },
523
+ {
524
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525
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526
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527
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528
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529
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541
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550
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551
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552
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553
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555
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556
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557
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558
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578
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579
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580
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581
+ {
582
+ "model_id": "wan21_fun_14b_cam",
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584
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585
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586
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608
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609
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+ {
611
+ "model_id": "wan21_fun_1p3b_cam",
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637
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640
+ "model_id": "wan22_fun_5b_cam",
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+ "model_id": "wan22_fun_a14b_cam",
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+ "display_name": "Wan-Fun 2.2-A14B",
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+ },
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+ {
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+ {
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+ "model_id": "wanx2_1_i2v_turbo",
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+ "display_name": "WanX2.1 I2V Turbo",
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+ "viewpoint_condition_type": "prompt-only"
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+ {
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+ "model_id": "sana-wm",
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+ "display_name": "SANA-WM",
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+ "D2": 0.7363935417580607,
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+ "D2_n": 500,
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+ {
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+ "model_id": "easyanimate-v51-camera",
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+ "display_name": "EasyAnimate V5.1 Camera",
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+ "paper_group": "Camera",
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+ "Avg": 0.6440208149485489
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+ },
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+ {
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+ "model_id": "minwm-hy-action2v",
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+ "display_name": "minWM-HY Action2V",
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+ "paper_group": "Camera",
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+ "D1_CamAlign_common_yaw": 0.39202455648203155,
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+ }
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+ ]
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+ }