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0 | google_play | com.supercell.clashofclans | Clash of Clans | Supercell | [
"Strategy",
"Build & battle",
"Casual",
"Multiplayer",
"Competitive multiplayer",
"Single player",
"Stylized",
"Fantasy",
"Medieval fantasy",
"Immersive"
] | Strategy | Strategy | 500M+ | 4.3–4.59 | 10M+ | Free | 2,013 | Before 2015 | 4.52502 | 61,364,534 | 500,000,000 | 0 | Everyone 10+ | https://play-lh.googleusercontent.com/sFmWfYbYp_2ea7VRMTnwd3gjIBrPGXHj_d_ab1_k1q1p2OMk4riGMF1vqxdhONOtTYOt_BVpk7a4AYcKU68LNGQ | https://play.google.com/store/apps/details?id=com.supercell.clashofclans&hl=en&gl=us | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | Title: Clash of Clans
Developer: Supercell
Platform: google_play
Genres: Strategy, Build & battle, Casual, Multiplayer, Competitive multiplayer, Single player, Stylized, Fantasy, Medieval fantasy, Immersive
Categories: GAME_STRATEGY, GAME_CASUAL
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1 | apple_app_store | 529479190 | Clash of Clans | Supercell Oy | [
"Games",
"Action",
"Entertainment",
"Strategy"
] | Action | Strategy | Unknown / not provided | 4.6+ | 1M–10M | Free | 2,012 | Before 2015 | 4.75637 | 2,781,029 | null | 0 | 9+ | https://apps.apple.com/us/app/clash-of-clans/id529479190?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Clash of Clans\nDeveloper: Supercell Oy\nPlatform: apple_app_store\nGenres: Games, Action, E(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.08630166202783585,0.04408889263868332,-0.01941787451505661,0.013012253679335117,0.00623475899919(...TRUNCATED) | [-0.01649687997996807,0.036663156002759933,-0.029541097581386566,0.02419319376349449,-0.025175297632(...TRUNCATED) | [-0.058004580438137054,-0.006921075284481049,0.05502145737409592,0.04021380469202995,-0.004375204443(...TRUNCATED) | [[-0.05157628282904625,0.02110220119357109,0.06763353943824768,0.055485062301158905,-0.0042088008485(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/Purple221/v4/07/5e/51/075e512e-62fb-75da-dbd7-63bf410f6fd(...TRUNCATED) | [-0.05417990684509277,-0.0004012243589386344,0.04430066794157028,0.039564378559589386,-0.00784284714(...TRUNCATED) | [-0.06400302052497864,0.032697197049856186,-0.014400680549442768,0.009650145657360554,0.004623821005(...TRUNCATED) | 0.171541 | 7.033108 | [
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2 | apple_app_store | 512939461 | Subway Surfers | Sybo Games ApS | [
"Games",
"Action",
"Casual",
"Entertainment"
] | Action | Action / Shooter | Unknown / not provided | 4.6+ | 1M–10M | Free | 2,012 | Before 2015 | 4.64536 | 3,843,402 | null | 0 | 9+ | https://apps.apple.com/us/app/subway-surfers/id512939461?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Subway Surfers\nDeveloper: Sybo Games ApS\nPlatform: apple_app_store\nGenres: Games, Action,(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.08967576920986176,-0.009725569747388363,0.0034390417858958244,0.006781162228435278,-0.0511745475(...TRUNCATED) | [-0.009134680032730103,0.045735519379377365,-0.0042286403477191925,0.02363746240735054,0.06880599260(...TRUNCATED) | [-0.0008638425497338176,0.03131214901804924,-0.018754471093416214,0.0020916517823934555,0.0075264298(...TRUNCATED) | [[-0.009787806309759617,0.03649890050292015,-0.014430330134928226,-0.021559322252869606,-0.001036888(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/a1/ff/af/a1ffafb5-86c8-6963-6235-8545f(...TRUNCATED) | [-0.002185444813221693,0.034763745963573456,-0.017213400453329086,0.005528364330530167,0.01736166141(...TRUNCATED) | [-0.0665053278207779,-0.007212675176560879,0.0025504615623503923,0.005029044579714537,-0.03795205801(...TRUNCATED) | 3.883633 | 6.9605 | [
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3 | apple_app_store | 553834731 | Candy Crush Saga | King.com Limited | [
"Games",
"Entertainment",
"Puzzle",
"Casual"
] | Puzzle | Puzzle | Unknown / not provided | 4.6+ | 1M–10M | Free | 2,012 | Before 2015 | 4.70444 | 4,015,775 | null | 0 | 12+ | https://apps.apple.com/us/app/candy-crush-saga/id553834731?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Candy Crush Saga\nDeveloper: King.com Limited\nPlatform: apple_app_store\nGenres: Games, Ent(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.10050785541534424,0.026986734941601753,0.005980699323117733,0.023882659152150154,-0.026090297847(...TRUNCATED) | [-0.020934367552399635,0.023262817412614822,-0.03884509205818176,0.00018466546316631138,-0.053872033(...TRUNCATED) | [-0.033263564109802246,0.0093249985948205,0.007010974921286106,0.01967906393110752,-0.02903285063803(...TRUNCATED) | [[-0.03594797104597092,0.006904737092554569,-0.011198745109140873,0.006305384449660778,-0.0448143966(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/ed/54/54/ed5454a8-609c-2299-3f70-71266(...TRUNCATED) | [-0.03240164741873741,0.011774508282542229,0.00013673192006535828,0.01728157326579094,-0.03378845751(...TRUNCATED) | [-0.07453861832618713,0.020013896748423576,0.004435405135154724,0.017711853608489037,-0.019349081441(...TRUNCATED) | 5.366497 | 8.136165 | [
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4 | apple_app_store | 420009108 | Temple Run | Imangi Studios, LLC | [
"Games",
"Casual",
"Action",
"Entertainment"
] | Casual | Action / Shooter | Unknown / not provided | 4.3–4.59 | 100K–1M | Free | 2,011 | Before 2015 | 4.41841 | 418,617 | null | 0 | 9+ | https://apps.apple.com/us/app/temple-run/id420009108?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Temple Run\nDeveloper: Imangi Studios, LLC\nPlatform: apple_app_store\nGenres: Games, Casual(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.060280729085206985,0.04464541748166084,-0.030570941045880318,0.01691358909010887,-0.042035046964(...TRUNCATED) | [-0.01511724479496479,0.0022748447954654694,-0.0200924314558506,-0.0494551919400692,0.00869857892394(...TRUNCATED) | [-0.00979653187096119,0.04475824907422066,-0.033359527587890625,-0.003847731975838542,0.011388760060(...TRUNCATED) | [[-0.01616494357585907,0.05862604081630707,-0.036370694637298584,-0.01931779831647873,0.004698931705(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/1e/96/6f/1e966fc6-63e6-04af-ece5-10355(...TRUNCATED) | [-0.011222433298826218,0.0406603179872036,-0.03322828933596611,-0.01132222916930914,0.01163617242127(...TRUNCATED) | [-0.044705383479595184,0.03310992568731308,-0.02267201617360115,0.01254345290362835,-0.0311740245670(...TRUNCATED) | 3.985056 | 7.064932 | [
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5 | apple_app_store | 1617391485 | Block Blast！ | ARETIS LIMITED | [
"Games",
"Puzzle",
"Casual",
"Entertainment"
] | Puzzle | Puzzle | Unknown / not provided | 4.6+ | 1M–10M | Free | 2,022 | 2020–2022 | 4.87363 | 2,730,194 | null | 0 | 12+ | https://apps.apple.com/us/app/block-blast/id1617391485?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Block Blast！\nDeveloper: ARETIS LIMITED\nPlatform: apple_app_store\nGenres: Games, Puzzle(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.12855418026447296,-0.014726843684911728,0.0034657262731343508,0.020721254870295525,-0.0037182623(...TRUNCATED) | [0.03267955034971237,1.8630777276484878e-6,0.00954726617783308,0.02274273708462715,-0.00921624153852(...TRUNCATED) | [0.005843569990247488,-0.010603171773254871,0.030458975583314896,-0.01650085113942623,0.001361713279(...TRUNCATED) | [[0.020560244098305702,-0.016032695770263672,0.030010933056473732,-0.011043693870306015,0.0061671095(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/7a/35/f0/7a35f016-fe53-b092-b5b4-793ba(...TRUNCATED) | [0.010039005428552628,-0.00916769728064537,0.027792969718575478,-0.01079719327390194,-0.000228856253(...TRUNCATED) | [-0.09533832967281342,-0.0109217194840312,0.0025702512357383966,0.015367293730378151,-0.002757536945(...TRUNCATED) | 7.35071 | 7.687843 | [
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6 | apple_app_store | 1443446174 | Magic Tiles 3™: Piano Game | Amanotes Pte Ltd | [
"Games",
"Music",
"Casual",
"Music"
] | Music | Casual / Arcade | Unknown / not provided | 4.6+ | 100K–1M | Free | 2,018 | 2015–2019 | 4.6306 | 832,775 | null | 0 | 4+ | https://apps.apple.com/us/app/magic-tiles-3-piano-game/id1443446174?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Magic Tiles 3™: Piano Game\nDeveloper: Amanotes Pte Ltd\nPlatform: apple_app_store\nGenres(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.06992249190807343,-0.05047880485653877,0.01985766738653183,-0.01728031039237976,-0.0227154623717(...TRUNCATED) | [-0.011996240355074406,-0.005077092908322811,-0.005295691546052694,0.012119648046791553,-0.011353402(...TRUNCATED) | [-0.010097915306687355,0.03280932456254959,-0.008156879805028439,-0.023843394592404366,0.03605100885(...TRUNCATED) | [[-0.02060120552778244,0.00034503155620768666,-0.02504883147776127,-0.004952138755470514,0.011580132(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/e5/d3/a0/e5d3a0a6-e489-4a7d-b75f-08ad6(...TRUNCATED) | [-0.010698189027607441,0.027950720861554146,-0.00796254351735115,-0.01900959387421608,0.029819833114(...TRUNCATED) | [-0.0518559068441391,-0.03743608295917511,0.01472683995962143,-0.012815420515835285,-0.0168462377041(...TRUNCATED) | 7.566788 | 6.976735 | [
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7 | apple_app_store | 431946152 | Roblox | Roblox Corporation | [
"Games",
"Entertainment",
"Action",
"Adventure"
] | Action | Action / Shooter | Unknown / not provided | 4.3–4.59 | 10M+ | Free | 2,011 | Before 2015 | 4.51104 | 20,254,391 | null | 0 | 12+ | https://apps.apple.com/us/app/roblox/id431946152?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: Roblox\nDeveloper: Roblox Corporation\nPlatform: apple_app_store\nGenres: Games, Entertainme(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.06903146952390671,0.004260787274688482,0.026611467823386192,-0.04436586797237396,-0.015057018026(...TRUNCATED) | [0.03885163366794586,-0.004230818711221218,-0.011994092725217342,0.00037899453309364617,-0.007632849(...TRUNCATED) | [-0.009419001638889313,-0.010242301039397717,-0.005337592214345932,-0.01081839669495821,0.0047793877(...TRUNCATED) | [[-0.005465100985020399,-0.012389052659273148,-0.019588155671954155,-0.021003268659114838,-0.0272166(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/44/6e/a8/446ea852-2d09-c4c2-5cbf-cbeca(...TRUNCATED) | [-0.002284129150211811,-0.009793898090720177,-0.006643570959568024,-0.009582314640283585,0.003059147(...TRUNCATED) | [-0.05119510740041733,0.003159884363412857,0.019735591486096382,-0.03290260583162308,-0.011166582815(...TRUNCATED) | 3.04996 | 10.39726 | [
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8 | apple_app_store | 543186831 | 8 Ball Pool™ | Miniclip SA | [
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"Sports",
"Simulation"
] | Sports | Simulation / Tycoon | Unknown / not provided | 4.6+ | 1M–10M | Free | 2,013 | Before 2015 | 4.75164 | 4,781,495 | null | 0 | 12+ | https://apps.apple.com/us/app/8-ball-pool/id543186831?uo=4 | BAAI/bge-small-en-v1.5 | Qdrant/clip-ViT-B-32-vision | multimodal-v1 | "Title: 8 Ball Pool™\nDeveloper: Miniclip SA\nPlatform: apple_app_store\nGenres: Games, Entertainm(...TRUNCATED) | text_plus_visual | 7 | 7 | 7 | 0.55 | 0.45 | [-0.06002345681190491,-0.0600767619907856,-0.012660365551710129,-0.01639184169471264,0.0424588657915(...TRUNCATED) | [0.01540788821876049,-0.005973821505904198,-0.0030741270165890455,0.0073809088207781315,-0.019714351(...TRUNCATED) | [-0.020810650661587715,0.016088372096419334,0.016924181953072548,-0.008045942522585392,0.00149950606(...TRUNCATED) | [[-0.015183786861598492,0.018739160150289536,0.025945482775568962,-0.01995597593486309,0.02661598660(...TRUNCATED) | ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/bb/4c/88/bb4c889c-7388-4130-0d10-39f8a(...TRUNCATED) | [-0.016054287552833557,0.013341148383915424,0.014536921866238117,-0.005984041839838028,-0.0017565831(...TRUNCATED) | [-0.04451458528637886,-0.04455411806702614,-0.009389177896082401,-0.012156514450907707,0.03148833662(...TRUNCATED) | 5.640493 | 5.662381 | [
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9 | apple_app_store | 1091944550 | slither.io | Lowtech Studios LLC | [
"Games",
"Action",
"Entertainment",
"Casual"
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End of preview. Expand in Data Studio
GameRepBench Multimodal Embeddings
Multi-view representations from title/description/metadata, icon, and multiple store screenshots.
- Rows: 1000
- Text model: BAAI/bge-small-en-v1.5 (384D)
- Visual model: Qdrant/clip-ViT-B-32-vision (512D)
- Fused dimension: 896
- Fusion: weighted normalized concatenation (0.55 text / 0.45 visual)
- Maximum screenshots per app: 6
- Rows with visual features: 1000
- Apple rows with visual features: 999
- Google rows with visual features: 1
- Distinct visual views after deduplication: 6943
- Projection: PCA(64) -> UMAP(2D)
- Neighbors: cosine k=15
Each icon/screenshot is embedded independently. Near-duplicate views are removed in embedding space. Screenshots are pooled as a set and contribute 85% of the visual representation; the icon contributes 15%.
The public artifact contains original source URLs and derived vectors only. Downloaded creative bytes stay in the private/transient build cache and are not uploaded.
Text, icon, screenshot-set, individual screenshot, visual, and fused vectors are stored separately for modality-ablation experiments.
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