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case_id stringlengths 30 47	assigned_dimension stringlengths 5 22	official_dimensions listlengths 1 3	benchmark_prompt_index int64 42 877	prompt stringlengths 8 153	seed int64 20.3M 20.3M	method_id stringclasses 2 values	method_name stringclasses 2 values	selection_id stringclasses 1 value	video_sha256 stringlengths 64 64	video_size_bytes int64 2.76M 14M	video_duration_seconds float64 15.3 15.3	video_codec stringclasses 1 value	video_width int64 832 832	video_height int64 480 480	target_sha256 stringlengths 64 64	target_size_bytes int64 41.8k 262k	target_duration_seconds float64 0.25 0.25
048_aesthetic_quality_vbl0735_seed20260911	aesthetic_quality	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	735	A future where humans have achieved teleportation technology	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	c16882bc19af1fe8208a573ac7e22afdc9a8dc4a3feb1c6a4b1b56ba5a9f2925	6,665,445	15.25	h264	832	480	f674cdd6177a840e02bde4e657ade706f828b4b462105a3614f06bfadd63cf69	106,402	0.25
048_aesthetic_quality_vbl0735_seed20260911	aesthetic_quality	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	735	A future where humans have achieved teleportation technology	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	d1dd8f2fceed1ec47c05fbd5ba2286cd2590c6291009c519ebd78183f89cc6b8	8,306,051	15.25	h264	832	480	7f53ce3612ff655d29a796da22f04877f6bf4f97a46cfdeb3fe0a6b8d3db1db2	106,466	0.25
110_appearance_style_vbl0548_seed20260911	appearance_style	[ "appearance_style" ]	548	A boat sailing leisurely along the Seine River with the Eiffel Tower in background, oil painting	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	e5878dbe1dfb94627896da394e168bc6c4b33c35c7314b7b468a752296d6297d	7,752,550	15.25	h264	832	480	5b94c78a0c5be84f25d97b35233f85b6cd4aa2ba8781a0ef2d3b74c35f00e4e8	169,566	0.25
110_appearance_style_vbl0548_seed20260911	appearance_style	[ "appearance_style" ]	548	A boat sailing leisurely along the Seine River with the Eiffel Tower in background, oil painting	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	c9bafa3cd28063fab16309d096a50a7abceb36cd9531b332a91c0f160b34960e	10,711,689	15.25	h264	832	480	029462ed83877b699ddd3b9806e02f1639ff8d9c7913fa0ece318c9b3f890c27	169,738	0.25
014_background_consistency_vbl0778_seed20260911	background_consistency	[ "scene", "background_consistency" ]	778	art gallery	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	914be1baccc11755cb28fa9fd713915ce9d222c6a945abbed51bb868d3428f04	5,281,906	15.25	h264	832	480	3a7002c10fd7e38390af454ea549a0a78e1ac7f3b9748a2bdc37bbffd4184c12	139,774	0.25
014_background_consistency_vbl0778_seed20260911	background_consistency	[ "scene", "background_consistency" ]	778	art gallery	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	003cea7986ffbec71f63736c9da8cce72ac0b05b77144f6843168fae70d2cd5a	7,216,752	15.25	h264	832	480	048a573a3188f5d89acbdc5ff9b4dd9338d4b81f31f0d67d43fe33b80256515b	140,033	0.25
088_color_vbl0464_seed20260911	color	[ "color" ]	464	a black bowl	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	e090df7a535c0aa810f4c8f11a9212a7a8660e990693caae207e44a9d398245d	2,795,800	15.25	h264	832	480	344673aa11ecb0510453ad6cab13edc0d4fe44b548150d6edcbfe51b45d6697b	45,103	0.25
088_color_vbl0464_seed20260911	color	[ "color" ]	464	a black bowl	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	e40498f0eaa2ac4edde58b246a0892afbe5d66d8b5a9fbbd7548da8458310531	2,756,362	15.25	h264	832	480	1997e245b69f2d85a9d4880042ab4c7c3af2b90f2c5e2f5f94d06675fb9cd095	45,150	0.25
034_dynamic_degree_vbl0308_seed20260911	dynamic_degree	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	308	a horse taking a peaceful walk	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	a6d0031774c49b7b66e0c188bcba35f765c343f4e48305ecb56b07d17075a348	5,732,868	15.25	h264	832	480	747772398fc253accd68121c2733b19b8c668c95c99827a6259a814bb7bec8ac	184,329	0.25
034_dynamic_degree_vbl0308_seed20260911	dynamic_degree	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	308	a horse taking a peaceful walk	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	2e125a6dc5e55115c7d5a6ddd2563fe04d80ecb70ccbbffeec1fde550371f6ee	5,972,562	15.25	h264	832	480	755021e6308215c5fb1dee15cc8ea03eef3d2e4dd0c5aa084773bdf0f7d0c9bf	184,049	0.25
079_human_action_vbl0185_seed20260911	human_action	[ "human_action" ]	185	A person is bandaging	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	cf61b6f82ad1c3bab0da1d75e31ca39caa154774f7f3bcc33fd8852a81beb10a	8,978,814	15.25	h264	832	480	2fb3710d25a3ed451374a293c88f430c9b0d48b1520fbb34ee87b8c04fcc7bff	112,592	0.25
079_human_action_vbl0185_seed20260911	human_action	[ "human_action" ]	185	A person is bandaging	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	694f2d767b8c77b3027126b54984298af50beb07034ea6cccd156cc8c6035bb0	8,372,258	15.25	h264	832	480	fbaea693575e61e05283eba88785672fa2c655326c2ee69ac1b4ea353c92e59c	112,551	0.25
056_imaging_quality_vbl0728_seed20260911	imaging_quality	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	728	A teddy bear is playing drum kit in NYC Times Square.	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	252558ee256a97984a2dd4f42fa96ac9b88d0b69c9e15eca67938a63d94e12e0	6,527,804	15.25	h264	832	480	df69f5918a49bde412df73bbf0f4e0ee5548479f57b63465d9ae2ee424ccf2dc	138,116	0.25
056_imaging_quality_vbl0728_seed20260911	imaging_quality	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	728	A teddy bear is playing drum kit in NYC Times Square.	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	18866da9f2e8b75f4133cee328a86634ff82d3d0f3a3b393eec1c235d420b55d	7,098,728	15.25	h264	832	480	3bf11880d2d321fbc8e67fc38c715e075b7306b7a78a2d1e7b3070e261e5a89a	138,358	0.25
031_motion_smoothness_vbl0324_seed20260911	motion_smoothness	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	324	a zebra running to join a herd of its kind	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	5c3b00649f5cb63cf197aa6e0c3c99de6f3c27a782584860795c9b516ac8aa52	11,011,818	15.25	h264	832	480	03676037cb455e9accb58cb0bbd92186d3c3a586afb6ac33a8137851224b510c	230,243	0.25
031_motion_smoothness_vbl0324_seed20260911	motion_smoothness	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	324	a zebra running to join a herd of its kind	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	699624411fca8f98f24fa45f52e1f23092de00c453a8f087c14ef34750f87b7f	10,345,909	15.25	h264	832	480	df5ce83af6b92e325cd90719448053d37f1df49d5beffde4d02eaa959b2aed77	230,220	0.25
067_multiple_objects_vbl0148_seed20260911	multiple_objects	[ "multiple_objects" ]	148	a microwave and a frisbee	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	92ff540eb4b4ed6352e14e4235c10a73e06c36e331b5a1e4cc3241406a82d58e	3,972,125	15.25	h264	832	480	720f96758e52adcd2a5f6df723169fef735820372bd839933cf2faa296baf833	41,821	0.25
067_multiple_objects_vbl0148_seed20260911	multiple_objects	[ "multiple_objects" ]	148	a microwave and a frisbee	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	5b2eb568640ffc6ed5e7cc726d407b3baa8953972ed291ea1f0772a98a3d5711	3,294,402	15.25	h264	832	480	69f3e3233f7facfa32a91da3f89faaf744fec2a4e5c53a18e9cf57d760991555	41,837	0.25
057_object_class_vbl0375_seed20260911	object_class	[ "object_class" ]	375	a banana	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	a8a9d8c760dbfc94b743f45d4d7fdc9b9597d8b1c844db0d4b54bdb345bed0ca	3,739,350	15.25	h264	832	480	4fa23997acf772a3153a2552eca84f2e8c347c6fcef78bc807441df399d2e660	75,013	0.25
057_object_class_vbl0375_seed20260911	object_class	[ "object_class" ]	375	a banana	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	5ff0f0b1ab22b518e159253c23ba03bfd3a0ae65c6c0f29b48551c819dfb0178	3,973,960	15.25	h264	832	480	23b21074926b5d84bb1044d13b753694cf69ee9487889776c31a7631ca167883	74,871	0.25
128_overall_consistency_vbl0763_seed20260911	overall_consistency	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	763	A robot DJ is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	8b03a7d815f7fd039103bdb4dcce306dfb451add1f8f8aee7de98fce031dec15	7,820,369	15.25	h264	832	480	527054ece8d3ea334a5b006671f0225f036b6f4bee3653cbaa21ff63fd0f696f	127,205	0.25
128_overall_consistency_vbl0763_seed20260911	overall_consistency	[ "overall_consistency", "aesthetic_quality", "imaging_quality" ]	763	A robot DJ is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	8261300eb7bc98fa5d507ee399ed8e4135778ba122202039e4defac0d8384319	7,551,106	15.25	h264	832	480	66b2e1f905cbcceeccbd5a1667fc61758cf8933781667de7e7e0d84613bc9d29	127,134	0.25
097_scene_vbl0807_seed20260911	scene	[ "scene", "background_consistency" ]	807	forest road	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	be1425dece34bc6e93fecd76c3b782848abb7e8e7af75ea501e4d350348fea35	9,991,101	15.25	h264	832	480	26ba4365697aecdd9a9806250c6b1851083ad5cfbda66a2de0e4df4896b3de79	262,038	0.25
097_scene_vbl0807_seed20260911	scene	[ "scene", "background_consistency" ]	807	forest road	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	faab5d2e9b80f6788914f28927a42fb34f8b12d233cbbfe56632a427b2f5c066	13,969,402	15.25	h264	832	480	26ba4365697aecdd9a9806250c6b1851083ad5cfbda66a2de0e4df4896b3de79	262,038	0.25
092_spatial_relationship_vbl0877_seed20260911	spatial_relationship	[ "spatial_relationship" ]	877	a bear on the right of a zebra, front view	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	553e871f5f5d6d5ea334e5471a767edaa8dd26cbc0c7bcc1b3d0c874a82cb6ae	7,292,192	15.25	h264	832	480	443afd9d44a7d9e19395909c0e53a6f21bef8673dbe211f9fa7de084cda06d04	130,672	0.25
092_spatial_relationship_vbl0877_seed20260911	spatial_relationship	[ "spatial_relationship" ]	877	a bear on the right of a zebra, front view	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	bf25d1bc20af5e7401ff285ccaaee42a3fd78105909d5b7fcfcab1581684364b	7,339,401	15.25	h264	832	480	ab2c3f0776bb6efbfaa933a437884f3be0b5bd819f2a80b7345f2caf2a70304e	130,658	0.25
008_subject_consistency_vbl0267_seed20260911	subject_consistency	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	267	a bicycle accelerating to gain speed	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	23519191f9b1b110db205c05b76652854cb112740b5ca66c6aa961ac001b6e8e	8,006,209	15.25	h264	832	480	429cb731a59eaee50892ef40d64c813ba60b5ba2b5b5c9d79db0dfc22b70f5bc	186,706	0.25
008_subject_consistency_vbl0267_seed20260911	subject_consistency	[ "subject_consistency", "dynamic_degree", "motion_smoothness" ]	267	a bicycle accelerating to gain speed	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	5eb041d14959eed162cd941a6f361756b016fb83bfa0c96f173dc5d393018351	8,835,849	15.25	h264	832	480	4446327ec95c39f7e2653a3e9647a4c3c06b7fa1733400121d5289e0db6cf116	186,542	0.25
017_temporal_flickering_vbl0042_seed20260911	temporal_flickering	[ "temporal_flickering" ]	42	In a still frame, within the desolate desert, an oasis unfolded, characterized by the stoic presence of palm trees and a motionless, glassy pool of water	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	24f9c9f8bd32ee84844aaf0a3ea7d8a95d388dc36dd88ae42c7375a9890649c5	6,490,460	15.25	h264	832	480	5456506bc9c98720469afe8e5e14baba3e9524ae5ce2f91bc01276c1396079cd	154,782	0.25
017_temporal_flickering_vbl0042_seed20260911	temporal_flickering	[ "temporal_flickering" ]	42	In a still frame, within the desolate desert, an oasis unfolded, characterized by the stoic presence of palm trees and a motionless, glassy pool of water	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	c51482073b5542904c55b2e1452cb5701b6b664eb197f0035a4c17b1b69b671d	7,435,150	15.25	h264	832	480	192d9a1361350502482e87517acaf0b8567db145ac257a1e5d1dda769589b5ba	154,909	0.25
120_temporal_style_vbl0621_seed20260911	temporal_style	[ "temporal_style" ]	621	A panda drinking coffee in a cafe in Paris, featuring a steady and smooth perspective	20,260,911	prefix2-m2-state-vector-128x3-v1	Prefix-2 m=2 State+Vector	core_cases_v1	03592dc702f93255382a18b2eab9f8551233d13091b24baa593f05a366b2a215	4,224,329	15.25	h264	832	480	f4023c0bb547e7aeb00f854103b3a50aee870f3fbfb07200681672266deca91c	84,080	0.25
120_temporal_style_vbl0621_seed20260911	temporal_style	[ "temporal_style" ]	621	A panda drinking coffee in a cafe in Paris, featuring a steady and smooth perspective	20,260,911	prefix2-q85-anchor6-attentionopt-128x3-v1	Prefix-2 Q85 + Anchor-6 + AttentionOpt	core_cases_v1	914b3243ba1ef06fa28ab5f7448dba09ca0956a580f1d623cdb85ae473453362	4,335,028	15.25	h264	832	480	1222fdafb3a93e5eb469002d6370ef5454f71d31a3cd48b75bfd488de312df94	84,178	0.25

Speculative AR Video Generation Results

Curated qualitative comparisons for versioned speculative autoregressive video-generation methods.

Initial contents

2 method versions
16 fixed cases, one from each assigned VBench dimension
64 MP4 files: method generations plus their matched targets

Each row in data/metadata.jsonl pairs one method generation with the target produced by that exact experiment version. Targets are method-versioned because validation found that they are not byte- or frame-identical across experiments. Future method versions should reuse selection/core_cases_v1.jsonl and add a new directory under data/videos/generations/.

Selection policy

Cases were selected deterministically, not by visual quality: one prompt per assigned dimension using RNG seed 20260824, with generation seed 20260911. This curated subset is for qualitative inspection and is not an official VBench leaderboard submission.

Downloads last month: 28

Number of rows:

Total file size:

228 MB