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Click any column header to sort. Domains and failure modes are multi-label: group counts overlap. Coverage is shown because missing results are zero-filled or excluded according to the canonical model-specific policy.
Reference
Domain abbreviations
Twenty-two content domains represented in SearchGen-Bench.
ABSAbstract — Abstract concepts, emotions, and symbolism.ARCArchitecture — Buildings, structures, interiors, and urban spaces.ARTArt & Design — Artistic styles, illustration, visual design, and aesthetics.COMCommercial — Advertising, branding, marketing, and product imagery.CULCulture — Cultural artifacts, traditions, heritage, and customs.EDUEducation — Educational diagrams and instructional content.FASFashion — Apparel, accessories, style, and textiles.FOOFood — Cuisine, dishes, ingredients, and culinary arts.GAMGaming — Video games, virtual worlds, and game characters.HISHistory — Historical events, figures, periods, and artifacts.INFInformation Design — Data visualization, infographics, and diagrams.MEDMedical — Anatomy, medical illustration, and health.MILMilitary — Weapons, military equipment, and warfare.MUSMusic — Instruments, performances, and music-related imagery.OBJObjects — Products, everyday objects, and artifacts.OTHOther — Miscellaneous or uncategorized content.PEOPeople — Portraits, human figures, and fashion on people.PSYPsychology — Mental states and psychological concepts.SCIScience & Nature — Biology, physics, natural phenomena, and scientific illustration.SPOSports — Athletics, sports, fitness, and recreation.TECTechnology — Devices, interfaces, software, and technical diagrams.TXTText & Typography — Text-heavy content, calligraphy, typography, and signage.Reference
Failure-mode abbreviations
Twelve recurring categories distilled from real production requests.
TK-RTemporal — Recent — Newly emerged or recently changed entities, events, products, and trends.TK-CTemporal — Current — Up-to-date states such as rankings, live events, locations, or social conditions.EIKEntity & IP Knowledge — Accurate identity and appearance of named people, characters, brands, products, or landmarks.CSVConcept & Symbol Visualization — Precise concepts, flags, symbols, and diagrams requiring exact representation.FHAFactual & Historical Accuracy — Correct facts, periods, artifacts, scientific details, and historical depictions.CSCultural Specificity — Authentic culture-bound practices, aesthetics, artifacts, and conventions.VURVisual / UI / UX — Specific interfaces, layouts, rendering conventions, spatial logic, and visual relationships.DVZData Visualization — Accurate charts, graphs, timelines, diagrams, and infographics.THGText / Typography — Correct, readable, and stylistically appropriate text rendered inside images.CCSComplex Composite — Coherent multi-element scenes, spatial arrangements, and cross-concept compositions.VUAVague / Abstract — Visualizing underspecified ideas, moods, metaphors, and abstract concepts.IRRImplicit Reasoning — Requirements that must be inferred rather than stated directly, including contextual and relational constraints.Cite SearchGen-Bench
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