StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning

Full list of SDXL prompts

When generating using SDXL each of the following prompts is followed by a list of keywords1 pushing the model to generate mostly unlit images. Additionally we use a set of negative prompts2 to discourage it from generating images with baked in light or shadows.

1. Keywords appended to the prompt: highly detailed, realistic, basecolor texture map, colormap, realistic colors, unshaded.
2. Negative prompt: shadows, contrasted, strong lighting.



  1. 3D printed clay tiles: Tiles made from clay using 3D printing technology.
  2. Abalone shell inlays: Abalone shells made of vibrant and iridescent mother-of-pearl, used as inlays on musical instruments, jewelry, and furniture, displaying a spectrum of rainbow colors.
  3. Aerogel: A lightweight, translucent material with a ghostly appearance, known as 'frozen smoke' for its extreme low density.
  4. Aged leather: Leather that has developed a rich patina over time, showing wear, character, and a depth of color that is highly prized in vintage pieces.
  5. Alien skin: Mysterious and textured alien skin with iridescent scales and unusual patterns.
  6. Ancient book cover: Aged book cover with signs of deterioration.
  7. Ancient Egyptian papyrus with hieroglyphic inscriptions.
  8. Ancient petrified moss: Moss that has been petrified over millennia, offering a detailed, green-tinged stone with a moss-like texture.
  9. Ancient temple wall: Carved stone surfaces from ancient temples, featuring intricate mythological scenes and patterns, showcasing the artistry of historical civilizations.
  10. Antique stained glass: Colored glass pieces arranged in leaded frames, often depicting scenes or patterns with historical or religious significance.
  11. Arabesque tiles with a detailed and textured surface.
  12. Armadillo skin featuring bony plates.
  13. Aztec pictographs: Natural texture of deerskin with Aztec pictographs.
  14. Aztec temple wall: Texture of an Aztec temple wall with carved motifs.
  15. Balinese endek fabric: Balinese endek with symmetrical geometric and floral patterns, created through weft ikat weaving.
  16. Bamboo charcoal brick: Compressed bamboo charcoal used for filtration, presenting a dark, porous texture.
  17. Bamboo silk rugs: Rugs made from bamboo silk, offering a soft texture and a subtle sheen, providing an eco-friendly alternative to traditional silk.
  18. Basalt cliffs: Rugged basalt cliffs with vertical columnar formations, creating a natural rich surface.
  19. Batik fabric: A method of dyeing fabric using wax-resist techniques, creating intricate, multi-colored patterns that are unique to each piece.
  20. Beeswax-coated wraps: Natural fabric wraps coated in beeswax, used as a reusable alternative to plastic wraps, featuring honeycomb patterns.
  21. Belgian lace fabric with delicate and intricate threadwork.
  22. Bhutanese yathra fabric with vibrant stripes and blocks.
  23. Bioluminescent algae: Microorganisms that emit light when agitated, used in sustainable lighting solutions.
  24. Birch bark sheet: Strips of birch bark that can be used as decorative elements or in craft, showcasing a papery texture and subtle patterns.
  25. Birch plywood layers: Exposed edges of birch plywood used decoratively, showcasing the layered construction and providing a modern aesthetic.
  26. Bismuth crystal: Man-made geometric crystals with a stair-stepped shape that naturally forms iridescent oxide layers.
  27. Blue coral: Intricate branches with deep, vibrant blue hues, often used in decorative aquatic designs.
  28. Bogolanfini (mud cloth): A Malian cotton fabric traditionally dyed with fermented mud to create patterns that have cultural significance, each design telling a story or conveying a specific message.
  29. Bog oak: A rare type of hardwood that has been preserved in peat bogs for thousands of years, turning it dark brown to black, used in high-end woodworking.
  30. Carbon fiber weave: A strong, lightweight material used in aerospace and sports equipment, noted for its distinctive tight weave and glossy finish.
  31. Carrara marble with brown veining: Classic Carrara marble with distinctive brown veining, offering a sophisticated and elegant appearance.
  32. Cedar shingles: Wood shingles made from cedar, known for their durability and natural resistance to rot. They provide a classic look for roofing and siding, especially in coastal and rainy environments.
  33. Cheetah skin featuring the characteristic simple spotted pattern.
  34. Chintz fabric: A glazed calico textile, originally from India, printed with designs featuring flowers and other patterns in bright colors, historically used for curtains and upholstery.
  35. Chrysanthemum stone: Natural stone that features patterns resembling blooming chrysanthemums, used decoratively to add natural art to spaces.
  36. Circuit board with a metallic and textured surface.
  37. Clay tablet with cuneiform script.
  38. Climbing ivy on rough wall.
  39. Cobweb lace: Delicate, spider-web-like lace used in high-fashion design and decor, showcasing intricate patterns that mimic the natural artistry of cobwebs.
  40. Coffee bean inlay: A surface decorated with whole coffee beans set in a pattern, often used in artistic furniture designs or decorative panels for a rich, aromatic visual and olfactory experience.
  41. Coffee ground tiles: Recycled coffee grounds turned into durable and aromatic floor tiles, giving a unique, eco-friendly material option.
  42. Cooled lava: Hardened rough lava rock featuring dark surfaces interspersed with shiny veins of black obsidian.
  43. Coral fleece: A plush textile fabric with a deep pile, known for its wool-like feel but made from synthetic fibers, used for warm clothing or blankets.
  44. Coral pavona clavus with a bumpy and porous texture.
  45. Coral platygyra with a bumpy and porous texture.
  46. Coral stone tiles: Building material made from coral and limestone, featuring porous textures and fossilized remnants of marine life.
  47. Cork leather: A sustainable alternative to animal leather made from cork bark, soft to touch yet durable, with a distinctive cork pattern.
  48. Cork wallpaper: Wallpaper made from cork, providing not only an interesting texture and warm tones but also natural sound insulation.
  49. Cracked ice.
  50. Crinkle-cut glass blocks: Glass blocks with a crinkle-cut pattern, distorting light and offering privacy while allowing light to pass through.
  51. Crocodile skin with its armored scales.
  52. Crushed velvet: A plush fabric with a pattern of crushed or pressed marks, giving it a lustrous and varied texture.
  53. Crystal ore with a faceted and reflective texture.
  54. Digitally printed ceramic tiles: Ceramic tiles featuring digital prints that can mimic any material or pattern, offering limitless decorative possibilities.
  55. Dinosaur bone fossils: Fossilized bones of dinosaurs embedded in stone, displaying the textured, mineralized remnants of ancient creatures.
  56. Dragon skin silicone: A highly flexible and durable material mimicking the scale-like texture of dragon skin, used in costumes and prosthetics.
  57. Dutch Delft tiles: Glazed blue and white tiles from the Netherlands, featuring detailed scenes and patterns that reflect Dutch history and culture.
  58. Dutch wax fabric with vibrant and abstract prints.
  59. Eggshell mosaic: Crushed eggshells arranged in patterns and sealed onto surfaces, a sustainable art form that gives a delicate, textured appearance.
  60. Electroluminescent wire: A wire that emits light along its length, used in clothing and modern lighting installations.
  61. English crewel fabric with wool-embroidered patterns.
  62. Eucalyptus tree oil extracted from leaves known for its medicinal properties.
  63. Eyeball: Realistic eyeball texture, showcasing detailed iris patterns, veins, and a glossy surface.
  64. Feather inlays: Real feathers set into surfaces like tables or art pieces, sealed under glass or resin to showcase their delicate structures and vibrant colors.
  65. Filipino T'nalak fabric made from abaca fiber with tribal patterns.
  66. Fire-treated copper: Copper that has been exposed to a flame to create a unique patina of blue and green hues, each piece varying with the intensity and exposure to the flame.
  67. Flax seeds used for their oil and as a nutritional supplement.
  68. Forged Damascus steel: Metal made with layers of steel folded together, resulting in distinctive wavy or circular patterns on blades and sculptures.
  69. Fossilized amber: Translucent, golden amber with perfectly preserved prehistoric insects trapped inside, offering a unique glimpse into ancient ecosystems.
  70. Fox skin with varying colors and luxurious fur.
  71. French Toile de Jouy: Originating from 18th-century France, this fabric typically depicts romantic pastoral scenes in a single color on a white or off-white background. Toile de Jouy is favored for its elegant and detailed designs in upholstery and curtains.
  72. Fresco walls: A technique of mural painting executed upon freshly laid lime plaster, allowing the paint to become an integral part of the wall, frequently seen in ancient and Renaissance art.
  73. Frosted glass patterns: Glass that has been sandblasted or acid etched to create opaque patterns, used for privacy and decoration.
  74. Frozen fabric: Textiles treated with a resin that hardens yet keeps the appearance of softly frozen fabric, creating a permanent wave or draped effect for unusual sculptures or furniture.
  75. Ghanaian kente cloth: This vibrant, handwoven textile boasts intricate patterns of multicolored stripes and geometric shapes. It symbolizes status and heritage in Ghana, ideal for ceremonial attire and celebratory decorations.
  76. Ginkgo leaf fabric: Fabric printed with patterns of Ginkgo biloba leaves, known for their unique, fan-shaped appearance and vibrant autumn colors.
  77. Ginkgo leaves fan-shaped and used in traditional medicine.
  78. Giraffe skin with large polygonal patches.
  79. Glow-in-the-dark concrete: Concrete that incorporates phosphorescent materials, glowing after exposure to light and used for safety in walkways.
  80. Graphene aerogel: An extremely light material made from graphene, capable of balancing on a blade of grass or a delicate flower.
  81. Greek mosaic with a detailed and textured surface.
  82. Hand-painted Talavera tiles: Brightly colored ceramic tiles from Mexico, adorned with intricate hand-painted designs that often feature floral and geometric patterns.
  83. Hand-pounded tin panels: Tin metal that has been hand-pounded to create a dimpled texture, used in rustic and industrial designs.
  84. Handloom cotton: Fabric made on a handloom, displaying the unique slight irregularities and texture that only come from human handling, commonly used in traditional attire and household textiles.
  85. Highly decorated samurai Japanese fabric.
  86. Honeycomb aluminum: Aluminum structured in a honeycomb pattern, used for its strength and lightness in aerospace and automotive industries.
  87. Human skin with tattoos and scars: Detailed human skin texture, displaying tattoos and scars to capture the complexity and imperfections of real skin.
  88. Hungarian Matyo embroidery fabric with floral patterns.
  89. Ice filigree: Patterns formed when water vapor freezes into intricate lace-like structures on surfaces.
  90. Ice resin art: A crafting material where ice-like resin embeds objects or creates frosty, transparent layers for sculptures and jewelry.
  91. Indian ikat fabric: Known for its distinct visual blur, Indian ikat incorporates vibrant dyes and complex patterns into its weave. Commonly made into sarees and decor items, the fabric features designs like stripes, chevrons, and abstract florals.
  92. Iridescent fish scales: Scales from fish that exhibit iridescent properties, which can be used in art or as an exotic decorative surface, reflecting a multitude of colors depending on the angle of light.
  93. Irish linen with damask patterns.
  94. Isnik pottery: Turkish ceramic covered with brightly colored glazes and detailed hand-painted designs, including floral and geometric patterns, often used in tile work.
  95. Italian brocade fabric: Luxuriously textured with raised designs, Italian brocade incorporates silks and metallic threads to create ornate patterns. This fabric is a staple in high fashion and luxury interior design, often seen in dramatic gowns and opulent draperies.
  96. Italian velvet fabric with Renaissance art inspired prints.
  97. Jade carvings: Smooth, green jade intricately carved into patterns or figures, highly valued in jewelry and decorative arts for its beauty and cultural significance.
  98. Japanese shibori fabric: Characterized by its resist-dyeing technique, this fabric displays organic patterns in indigo and white, often resembling clouds or waves. Each piece is unique, making it perfect for traditional kimonos or contemporary home decor.
  99. Kaleidoscope quilts: Quilts made with repeating patterns of multi-colored fabric, arranged to mirror and mimic the optical effect of a kaleidoscope.
  100. Kilim rugs: Flat tapestry-woven carpets or rugs from the Balkans to Pakistan, featuring complex geometric patterns and a rich palette of colors.
  101. Kinetic sand: A toy sand that sticks to itself and not to other surfaces, allowing for clean sculpting and play.
  102. Kuba cloth: A textile from the Democratic Republic of Congo, handwoven using techniques that create complex geometric patterns and textures.
  103. Laser-etched metal: Metal surfaces intricately etched with lasers to create precise and complex patterns, used in decorative and functional applications.
  104. Leaf skeletons: Delicate, intricate skeletal remains of leaves after decomposition, used in art and decoration for their detailed vein patterns.
  105. Leopard skin with its iconic rosette spots.
  106. Lichen leather: A material made from lichens offering a vegan leather alternative, notable for its unique textures and durability.
  107. Lynx skin with its characteristic spotted fur.
  108. Magnetic fluid: A liquid that becomes highly textured and spiky in the presence of a magnetic field, used in art installations and displays.
  109. Mayan bark paper with faded glyphs.
  110. Moroccan tiles: Intricately designed Moroccan tiles featuring a mix of cobalt blue, aqua, and gold, creating an ornate pattern.
  111. Textured vellum of a medieval manuscript with inks and gold leaf.
  112. Medieval metal armor plates with leather straps.
  113. Mermaid scales fabric: A textile that shifts colors when viewed from different angles, resembling the mythical scales of a mermaid.
  114. Meteorite chunks: Rare metallic stones from outer space, often used in jewelry, with a unique Widmanstätten pattern that is visible when etched.
  115. Mexican Otomi fabric: Bright and colorful, this fabric showcases hand-embroidered depictions of animals and florals inspired by ancient folklore. Otomi textiles are popular for creating statement pieces like wall hangings or accent pillows.
  116. Mink skin popular in luxury fur fashion.
  117. Moon rock: Actual rock samples from the moon's surface, characterized by a porous, jagged texture and a dull gray color.
  118. Moroccan brocade fabric with silver threads.
  119. Moss agate: A semi-precious stone with formations of moss-like inclusions, creating a natural, earthy pattern within the transparent to milky white material.
  120. Mud cloth: A traditional Malian fabric dyed with fermented mud to create ethnic patterns, each symbol telling a story.
  121. Neem tree parts used for their pesticidal and medicinal qualities.
  122. Neolithic flint walls: Ancient walls built with flint stones, featuring a rugged texture and a variety of earth tones.
  123. Norwegian bunad fabric: This fabric features traditional embroidery in floral and scroll patterns, often embellished with silver or gold accents. Used in Norwegian folk dresses, it represents cultural identity and is worn during significant national celebrations.
  124. Oil slick stainless steel: Metal that has been chemically treated to display an iridescent sheen that resembles oil on water.
  125. Oracle bone surface with ancient Chinese characters.
  126. Ostrich leather: Luxurious leather known for its distinctive pattern of quill bumps, used in high-end fashion accessories.
  127. Oxidized copper sheeting: Copper that has been intentionally oxidized to create verdigris; a bright turquoise patina that provides a striking, weathered look.
  128. Palm trunk with a rough and fibrous texture.
  129. Parchment paper layers: Overlapping layers of parchment paper used in art installations, creating a delicate, translucent layering effect.
  130. Parchment with ancient scripts: Aged parchment or vellum inscribed with historical texts, often featuring fading and delicate script.
  131. Peacock ore: A mineral that displays a striking array of metallic blues, greens, and purples, used in jewelry making.
  132. Peat moss surface: Compressed peat used in gardening that, when dry, offers a rich, fibrous texture and earthy color.
  133. Peruvian frazada fabric with bold stripes and symbols.
  134. Petrified coral: Fossilized coral that has turned into stone, preserving its original structure and patterns, often polished for decorative use.
  135. Petrified wood: Ancient wood that has turned into stone through fossilization, showing intricate details of wood grain in a stony matrix.
  136. Porcelain jasper: Also known as exotica jasper, this stone exhibits surreal landscapes and abstract patterns in muted colors.
  137. Porcupine skin noted for its quills.
  138. Portuguese azulejo print fabric mimicking ceramic tiles.
  139. Precious mineral stones.
  140. Prehistoric paintings: Ancient cave wall adorned with prehistoric paintings, offering a glimpse into early human creativity and history.
  141. Pressed seaweed panels: Seaweed pressed into sheets and used as decorative panels, exhibiting natural green hues and organic textures.
  142. Pyrite tiles: Pyrite embedded in tiles, offering a metallic luster and a rustic, gold-flecked appearance for luxury finishes.
  143. Python skin featuring intricate natural patterns.
  144. Quartz crystals used in electronics and jewelry.
  145. Raw meat with a fleshy and textured surface.
  146. Recycled glass countertops: Countertops made from pieces of recycled glass, set in acrylic or concrete, creating a colorful, sustainable surface.
  147. Reed matting: Woven reeds used traditionally for matting and roofing, providing a natural, textured surface.
  148. Reed screens: Commonly used in traditional African and Asian homes, these screens are made from reeds or grasses, woven together to create barriers that are both functional and decorative.
  149. Reticulated foam: An open-pore, highly porous foam used for filters and air conditioning units, with a web-like appearance.
  150. Roman mosaic floors: Ancient mosaics made from small, colored tiles of stone and glass, forming intricate patterns and images.
  151. Rope noted for its strength and texture.
  152. Rough texture of a runestone with carved runes.
  153. Russian Pavlovo Posad shawls with floral patterns.
  154. Salt block tiles: Himalayan salt blocks used as tiles that emit a warm, natural glow, suitable for creating serene spa-like environments.
  155. Salt crystals: Naturally formed crystals that can create delicate, geometrically perfect shapes used in décor and culinary presentations.
  156. Salt flat crust: Natural formations found in salt flats where crystalline patterns emerge as the water evaporates.
  157. Samoan siapo fabric with barkcloth patterns.
  158. Scagliola: A technique for producing architectural elements that mimic marble through the use of plaster mixed with glue and dyes, developed in 17th-century Italy.
  159. Sci-fi panel: Sci-fi metal panels of an old spaceship.
  160. Scottish tartan wool: Featuring intersecting horizontal and vertical bands in a variety of colors, each tartan is associated with a specific Scottish clan. The fabric is used for kilts, accessories, and cozy throws, embodying warmth and cultural pride.
  161. Sequoia bark thick and fibrous, resistant to fire and pests.
  162. Shagreen (stingray skin): A type of leather with a granular texture, historically used in high-end decorative arts.
  163. Sharkskin: The skin of sharks, used in luxury goods, known for its rough texture made of tiny tooth-like structures called dermal denticles.
  164. Shoji screens: Traditional Japanese screens made from translucent paper held in a wood frame, used as sliding doors or windows, providing privacy while allowing light to pass through.
  165. Silkworm thread art: Delicate threads harvested from silkworms, used in textiles that retain the natural shimmer and strength of silk.
  166. Silk cocoon panels: Panels made from unwound silk cocoons, presenting a textured, translucent surface for decorative light fixtures.
  167. Skunk skin featuring the distinctive black and white color stripe.
  168. Smooth stones in a riverbed: Natural arrangement of smooth stones in a riverbed, showcasing earthy tones and organic textures.
  169. Snake skin with its variable scales and colors.
  170. Spalted wood: Wood that has undergone partial decay, resulting in unique black and gray line patterns that are highly sought after for woodworking.
  171. Spanish flamenco fabric with polka dots and ruffles.
  172. Spider silk fabric: A fabric made from the silk of genetically engineered spiders, known for its incredible strength and elasticity.
  173. Sponge coral with a porous and textured surface.
  174. Sponge gypsum: A form of gypsum with a highly porous, sponge-like texture, often used in ornamental applications.
  175. Stitched leather patchwork with a worn and rugged texture.
  176. Sulfur crystals used in fertilizers, chemicals, and pharmaceuticals.
  177. Swiss edelweiss fabric with embroidered mountain flowers.
  178. Tapa cloth: A barkcloth made in the islands of the Pacific Ocean, decorated with traditional motifs that are often painted or stenciled onto the fabric.
  179. Tatami mats: Traditional Japanese flooring made from woven straw, offering a natural texture and a distinct, subtle fragrance that adds to the ambiance of traditional Japanese rooms.
  180. Terrazzo with mother of pearl: Traditional terrazzo flooring enhanced with mother-of-pearl chips, creating a sparkling, reflective surface.
  181. Thai Mudmee silk with ikat patterns.
  182. Thangka paintings: Traditional Tibetan paintings on cotton or silk, usually depicting a Buddhist deity, scene, or mandala with intricate detail and vibrant colors.
  183. Thermochromic material: Materials that change color based on temperature, used in mood rings and thermal indicators.
  184. Tibetan brocade with mythical animal motifs.
  185. Tiger's eye flooring: Flooring made from polished tiger's eye stones, featuring the stone's characteristic silky luster and chatoyant stripes.
  186. Titanium mesh: Lightweight and strong, used in medical implants and aerospace for its excellent biocompatibility and resistance to corrosion.
  187. Tortoise shell with natural patterns and glossy finish.
  188. Turkish Iznik fabric with intricate floral designs.
  189. Turkish kilim fabric: A flat-woven fabric that boasts bold geometric designs and vibrant colors, used traditionally in Turkish and other Central Asian cultures for rugs, hangings, and functional textiles like bags.
  190. Vietnamese silk fabric with Champa flower motifs.
  191. Volcanic glass: A natural glass produced by the rapid cooling of volcanic lava, with a smooth yet breakable surface.
  192. Volcanic pumice stone: Lightweight yet abrasive, used decoratively in landscaping or as a natural exfoliant in beauty products, characterized by its rough texture and porous structure.
  193. Wampum shell tiles: Purple and white shell pieces historically used by Native American tribes, polished and shaped into beads or tiles for decorative use.
  194. Wattle and daub walls: A construction method used historically across many cultures, involving woven lattice of wooden strips (wattle) and covered with a sticky material (daub) made of clay, sand, and straw.
  195. Welsh tapestry fabric with historic double-weave patterns.
  196. Wood ornate panel with a detailed and textured surface.
  197. Woven bamboo: Bamboo strips interlaced into a tight pattern, providing strength and flexibility for furniture and flooring.
  198. Yukata fabric: Lightweight cotton fabric, known as yukata, features dynamic patterns of dragons and other mythical figures, each woven into the fabric to celebrate Japanese folklore.
  199. Zebra fur: Zebra skin with bold black and white contrasting stripes.
  200. Zellige tiles: Moroccan tiles known for their vibrant colors and intricate mosaic patterns, handmade from glazed terracotta.