Datasets:
benchmark stringclasses 3
values | candidate_rank int64 0 39 | prompt_index int64 0 1.99k | artifact_id stringlengths 11 25 | prompt stringlengths 341 1.35k | flux3_official_pup_prompt stringlengths 1.43k 2.71k | seed int64 0 1.99M | width int64 1.02k 1.02k | height int64 1.02k 1.02k | models listlengths 7 10 | image imagewidth (px) 1.02k 1.02k ⌀ | comparison stringlengths 41 56 ⌀ | model_input_prompt stringlengths 341 1.35k ⌀ | flux1_protocol dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
qwen_image_bench_en | 0 | 4 | qwen_image_bench_en:4:0 | A Japanese geiko, set on a spring afternoon beneath a blooming cherry tree: she stands in a vibrant crimson furisode kimono embroidered with gold-thread tortoiseshell and wave motifs, showcasing Kyoto Yuzen dyeing craftsmanship; her obi is a rich scarlet maru obi tied in a formal “taiko musubi” drum knot, its silk surf... | Full-color outdoor photograph, cinematic portrait with soft-focus tones and warm spring afternoon sunlight filtering through a blooming cherry tree. A Japanese geiko stands in the center beneath arching branches heavy with pale pink blossoms, shown from the knees upward at eye level. She is an adult Japanese woman with... | 4,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_00_index_000004.jpg | A Japanese geiko, set on a spring afternoon beneath a blooming cherry tree: she stands in a vibrant crimson furisode kimono embroidered with gold-thread tortoiseshell and wave motifs, showcasing Kyoto Yuzen dyeing craftsmanship; her obi is a rich scarlet maru obi tied in a formal “taiko musubi” drum knot, its silk surf... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 2 | 758 | qwen_image_bench_en:758:0 | This is a realistic documentary-style photograph depicting the process of natural dyeing. In an indoor woodworking workshop, three light-colored ceramic basins sit on a table, each containing indigo, madder red, and gardenia yellow dye respectively. A craftsman uses bamboo tongs to lift a piece of linen from the indigo... | Full-color indoor documentary photograph, shot at eye level in a woodworking workshop under diffused daylight entering through a window on the left. The composition follows the rule of thirds, with the craftsman’s hand and the lifted linen filling the right third while three dye basins spread across the lower-left two-... | 758,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_02_index_000758.jpg | This is a realistic documentary-style photograph depicting the process of natural dyeing. In an indoor woodworking workshop, three light-colored ceramic basins sit on a table, each containing indigo, madder red, and gardenia yellow dye respectively. A craftsman uses bamboo tongs to lift a piece of linen from the indigo... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 3 | 943 | qwen_image_bench_en:943:0 | Generate an artistic illustration: a woman dressed in traditional Hanfu standing in an antique teahouse, holding a celadon tea cup in her hand, with hazy bamboo shadows visible through the window. The composition should feature a prominent subject with well-balanced layout; the lighting should present soft side-window ... | Painterly historical illustration with finely rendered textures and a restrained Song dynasty palette, showing an antique Han-dynasty teahouse illuminated by soft natural light entering through a lattice window on the left. In the center stands a prominent East Asian woman in her twenties with fair skin, an oval face, ... | 943,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_03_index_000943.jpg | Generate an artistic illustration: a woman dressed in traditional Hanfu standing in an antique teahouse, holding a celadon tea cup in her hand, with hazy bamboo shadows visible through the window. The composition should feature a prominent subject with well-balanced layout; the lighting should present soft side-window ... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 5 | 137 | qwen_image_bench_en:137:0 | Interior close-up narrative: an elderly, deeply wrinkled hand grips an old pocket watch on a dark wooden table; skin folds stack along pressure directions and fingernail texture is crisp; metal scratches and oxidation on the case look authentic. The background is a narrow corridor-like space with a vintage sign showing... | Close-up indoor photograph of an elderly hand gripping an old pocket watch on a dark wooden table, framed as a narrative interior with shallow depth of field. Cool overhead light falls across the knuckles and tabletop while warm side light from a narrow window enters from frame-left, producing blue-grey highlights abov... | 137,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_05_index_000137.jpg | Interior close-up narrative: an elderly, deeply wrinkled hand grips an old pocket watch on a dark wooden table; skin folds stack along pressure directions and fingernail texture is crisp; metal scratches and oxidation on the case look authentic. The background is a narrow corridor-like space with a vintage sign showing... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 6 | 618 | qwen_image_bench_en:618:0 | Early 20th-century New York street scene, dense brick row buildings with shikumen-like stone doorframes and heavy lintels, metal fire escapes and cast-iron streetlamps casting long shadows, horse-drawn carriages and early open-top automobiles sharing cobblestone roads, wheels kicking up light dust and mud flecks, pedes... | Black-and-white documentary street photograph with a smoky sepia cast, showing an early 20th-century New York street under overcast diffused daylight. The wide eye-level view looks along a narrow cobblestone road packed between dense brick row buildings in smoky browns and rust-red tones. Repeating shikumen-like stone ... | 618,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_06_index_000618.jpg | Early 20th-century New York street scene, dense brick row buildings with shikumen-like stone doorframes and heavy lintels, metal fire escapes and cast-iron streetlamps casting long shadows, horse-drawn carriages and early open-top automobiles sharing cobblestone roads, wheels kicking up light dust and mud flecks, pedes... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 9 | 641 | qwen_image_bench_en:641:0 | Scientific visualization of artificial satellite orbital trajectory prediction around Earth, rendered in a precise aerospace engineering infographic style: Earth is centered in the composition as a realistically proportioned sphere with visible continental outlines and atmospheric cloud layers, the equator and prime me... | Scientific aerospace engineering infographic rendered as a precise digital visualization against a dark outer-space background scattered with small white stars. Centered in the composition is a realistically proportioned Earth sphere, shown from space with blue oceans, green-brown continental outlines, white atmospheri... | 641,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_09_index_000641.jpg | Scientific visualization of artificial satellite orbital trajectory prediction around Earth, rendered in a precise aerospace engineering infographic style: Earth is centered in the composition as a realistically proportioned sphere with visible continental outlines and atmospheric cloud layers, the equator and prime me... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 10 | 89 | qwen_image_bench_en:89:0 | A vintage red Porsche 911, parked at a bend in the Alpine road, has a polished mirror-like finish that clearly reflects the outlines of snow-capped peaks and the trails of flowing clouds. The front wheels are deeply mired in mud, with gravel and withered grass mixed in with the tire treads. The metal trim on the body g... | Full-color outdoor photograph, wide-angle mid-to-long distance view under cold, clear alpine sunlight, showing a vintage red Porsche 911 parked at a sharp bend in a high mountain road. The car sits across the lower-left third with its front facing toward frame-right, while the sweeping curve of the dark asphalt road le... | 89,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_10_index_000089.jpg | A vintage red Porsche 911, parked at a bend in the Alpine road, has a polished mirror-like finish that clearly reflects the outlines of snow-capped peaks and the trails of flowing clouds. The front wheels are deeply mired in mud, with gravel and withered grass mixed in with the tire treads. The metal trim on the body g... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 12 | 500 | qwen_image_bench_en:500:0 | The soaring eagle is crafted from hundreds of discarded metal keys, melted and precisely welded at high temperatures. Its overall color is a cool silver-gray, retaining casting marks and weld textures. The outer edge of the wings is formed by staggered key teeth, creating a sharp and rhythmic feather outline, while the... | Photorealistic 3D render of a monumental industrial sculpture in a dark foundry setting, viewed from a low three-quarter angle under hard white overhead light and cool blue side lighting. Centered above the frame, a soaring eagle crafted from hundreds of discarded metal keys rises with both wings spread wide, poised fo... | 500,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_12_index_000500.jpg | The soaring eagle is crafted from hundreds of discarded metal keys, melted and precisely welded at high temperatures. Its overall color is a cool silver-gray, retaining casting marks and weld textures. The outer edge of the wings is formed by staggered key teeth, creating a sharp and rhythmic feather outline, while the... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 15 | 5 | qwen_image_bench_en:5:0 | Generate a city sidewalk in the evening after rain, with clear puddles reflecting on the road surface; a white shared bicycle is parked next to a street lamp, with fine raindrops on the handlebars and basket; the image needs to reflect the mixed color temperature of the warm light from the street lamp and the cool ligh... | Full-color outdoor photograph taken at eye level on a city sidewalk in the evening after rain, with a medium depth of field and the composition arranged along the rule of thirds. The clear subject sits in the right third: a white shared bicycle stands beside a black metal street lamp, its front wheel turned toward the ... | 5,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_15_index_000005.jpg | Generate a city sidewalk in the evening after rain, with clear puddles reflecting on the road surface; a white shared bicycle is parked next to a street lamp, with fine raindrops on the handlebars and basket; the image needs to reflect the mixed color temperature of the warm light from the street lamp and the cool ligh... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 16 | 958 | qwen_image_bench_en:958:0 | German culture theme, close-up of a wooden toy stall at a Christmas market, log-built booth decorated with pine garlands and string lights, tabletop displaying nutcrackers, wooden rocking horses, spinning wooden music boxes, handcrafted puppets, and small snowman figurines, handmade ornaments hanging from the beams, vi... | Close-up outdoor photograph of a German culture-themed wooden toy stall at a Christmas market at night, viewed straight-on from counter height with a shallow depth of field. The log-built booth fills the frame, its thick horizontal beams and vertical posts showing dark brown wood grain, saw marks, chisel grooves, knots... | 958,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_16_index_000958.jpg | German culture theme, close-up of a wooden toy stall at a Christmas market, log-built booth decorated with pine garlands and string lights, tabletop displaying nutcrackers, wooden rocking horses, spinning wooden music boxes, handcrafted puppets, and small snowman figurines, handmade ornaments hanging from the beams, vi... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 18 | 607 | qwen_image_bench_en:607:0 | French culture theme, wide interior view of the Hall of Mirrors at Versailles, mirrored walls and arched windows paired in strong symmetry, Baroque ceiling frescoes and gilded moldings sharply detailed, multiple crystal chandeliers hanging and refracting sparkling highlights, gilded statues and decorative columns gleam... | Full-color indoor architectural photograph of the Hall of Mirrors at Versailles, captured from a centered, wide-angle viewpoint with deep focus and strong bilateral symmetry. The long gallery extends straight toward the distant center, where mirrored walls and tall arched windows repeat in matching pairs along both sid... | 607,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_18_index_000607.jpg | French culture theme, wide interior view of the Hall of Mirrors at Versailles, mirrored walls and arched windows paired in strong symmetry, Baroque ceiling frescoes and gilded moldings sharply detailed, multiple crystal chandeliers hanging and refracting sparkling highlights, gilded statues and decorative columns gleam... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 20 | 630 | qwen_image_bench_en:630:0 | Italian Renaissance science laboratory, a room of stone walls and timber beams crowded with brass instruments and glass apparatus, a Galileo-like scholar at a long table demonstrating a device, gesturing toward lenses, gears, and measurement scales, parchment manuscripts, quill pens, and ink bottles scattered across th... | Full-color indoor photograph, eye-level medium-wide view of an Italian Renaissance science laboratory, lit by candles and oil lamps whose flickering amber light casts hard-edged shadows across rough stone walls and heavy timber beams. At the center, a Galileo-like Italian male scholar in his sixties with fair skin, a l... | 630,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_20_index_000630.jpg | Italian Renaissance science laboratory, a room of stone walls and timber beams crowded with brass instruments and glass apparatus, a Galileo-like scholar at a long table demonstrating a device, gesturing toward lenses, gears, and measurement scales, parchment manuscripts, quill pens, and ink bottles scattered across th... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 21 | 892 | qwen_image_bench_en:892:0 | Mexican culture theme, close-up still life of a Día de los Muertos altar, tiered ofrenda draped with colorful papel picado and embroidered cloth, dense marigold arrangements forming an arch of blossoms, centered black-and-white portrait of the deceased with lit candles, candlelight casting warm flickering highlights, p... | Close-up indoor photograph of a Día de los Muertos altar, shot straight-on at macro scale with shallow depth of field and warm candlelight. A three-tiered ofrenda fills the frame, draped in embroidered crimson, turquoise, magenta, and gold Mexican cloth beneath strings of colorful papel picado cut into floral and geome... | 892,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_21_index_000892.jpg | Mexican culture theme, close-up still life of a Día de los Muertos altar, tiered ofrenda draped with colorful papel picado and embroidered cloth, dense marigold arrangements forming an arch of blossoms, centered black-and-white portrait of the deceased with lit candles, candlelight casting warm flickering highlights, p... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 23 | 949 | qwen_image_bench_en:949:0 | Interior of dragon's lair: gold and silver coins piled into mountains, their metallic surfaces shimmer and flicker with firelight; a massive dragon coils at the center of the treasure mound, scales showing dark red metallic texture, each scale clearly distinguishable; ancient runes are carved into the rough stone walls... | Virtual fantasy 3D render of the interior of a dragon’s lair, viewed from a low, wide-angle perspective with deep focus and layered firelight. At the center, a massive dragon coils around a towering mound of gold and silver coins, its thick body wrapped in overlapping loops above the treasure. The dragon has dark red m... | 949,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_23_index_000949.jpg | Interior of dragon's lair: gold and silver coins piled into mountains, their metallic surfaces shimmer and flicker with firelight; a massive dragon coils at the center of the treasure mound, scales showing dark red metallic texture, each scale clearly distinguishable; ancient runes are carved into the rough stone walls... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 24 | 962 | qwen_image_bench_en:962:0 | Thai culture theme, opulent interior of Wat Phra Kaew in Bangkok, central symmetrical composition, golden Buddha seated on a lotus pedestal with clear reflections from gold leaf and gemstone inlays, walls covered with richly layered mural paintings of mythic stories, columns and beams coated in gold lacquer and mirrore... | Full-color indoor photograph of the opulent interior of Wat Phra Kaew in Bangkok, shot straight-on from a centered, eye-level wide perspective with strict bilateral symmetry and deep focus. In the center, a gilded golden Buddha sits frontally on an ornate lotus pedestal, hands resting in a meditation gesture, its calm ... | 962,000 | 1,024 | 1,024 | [
{
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"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
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"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_24_index_000962.jpg | Thai culture theme, opulent interior of Wat Phra Kaew in Bangkok, central symmetrical composition, golden Buddha seated on a lotus pedestal with clear reflections from gold leaf and gemstone inlays, walls covered with richly layered mural paintings of mythic stories, columns and beams coated in gold lacquer and mirrore... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
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"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 28 | 621 | qwen_image_bench_en:621:0 | Industrial Revolution London factory district, dense chimneys spewing dark smoke turning the sky lead-gray, brick mills with soot-stained window panes, workers in coarse workwear and flat caps moving beside massive gears, belt drives, and rolling machines, oily grime on gloves and floors creating slick reflections, жел... | Full-color outdoor documentary photograph of London’s Industrial Revolution factory district, viewed from a low street-level angle under harsh side light breaking through dense lead-gray smoke. Across the background, tightly packed red-brick mills rise in overlapping rows, their walls blackened by soot and crowded with... | 621,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
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"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_28_index_000621.jpg | Industrial Revolution London factory district, dense chimneys spewing dark smoke turning the sky lead-gray, brick mills with soot-stained window panes, workers in coarse workwear and flat caps moving beside massive gears, belt drives, and rolling machines, oily grime on gloves and floors creating slick reflections, жел... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 29 | 759 | qwen_image_bench_en:759:0 | Deep in the tropical rainforest, on a large banana leaf, a chameleon's limbs are tightly gripping the leaf edge, and the suckers at the tips of its toes are clearly visible; the pigment on its body gradually changes from yellowish-green to dark green as it is shaded by the back of the leaf, its eyes move independently,... | Close-up outdoor photograph in a deep tropical rainforest, viewed from above the edge of a large banana leaf under dappled sunlight. The broad leaf runs diagonally across the frame, its thick central rib and branching veins etched like silver lines that catch the light. Near the center, a chameleon clings to the curled... | 759,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_29_index_000759.jpg | Deep in the tropical rainforest, on a large banana leaf, a chameleon's limbs are tightly gripping the leaf edge, and the suckers at the tips of its toes are clearly visible; the pigment on its body gradually changes from yellowish-green to dark green as it is shaded by the back of the leaf, its eyes move independently,... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 33 | 612 | qwen_image_bench_en:612:0 | Turkish culture theme, upward interior view of the Hagia Sophia dome in Istanbul, enormous central dome filling the frame, detailed mosaics in gold and deep blue, large circular Arabic calligraphy medallions mounted on the pendentives, light streaming from the ring of upper windows forming shafts, visible floating dust... | Full-color indoor architectural photograph of the Hagia Sophia in Istanbul, viewed from a low interior angle looking steeply upward into the enormous central dome. The dome fills nearly the entire frame, its broad gilded surface rising from the lower corners and curving overhead with controlled wide-angle perspective t... | 612,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_33_index_000612.jpg | Turkish culture theme, upward interior view of the Hagia Sophia dome in Istanbul, enormous central dome filling the frame, detailed mosaics in gold and deep blue, large circular Arabic calligraphy medallions mounted on the pendentives, light streaming from the ring of upper windows forming shafts, visible floating dust... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
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"guidance_embedding": 3.5,
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"shift": 3.158192909689767,
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qwen_image_bench_en | 38 | 950 | qwen_image_bench_en:950:0 | Interior of void library: boundless deep space with no walls or ceiling, bookshelves extend endlessly from nearby floor into distant darkness, each shelf lined with neatly arranged books; an open book emits faint light containing tiny planets and nebulae floating inside; a reader in a snug spacesuit with safety harness... | Photorealistic 3D digital illustration of the interior of a void library, viewed from a low, wide perspective with extreme depth. Boundless deep space fills the entire scene without walls or ceiling, fading from black to blue-black and containing sparse pinpoints of distant starlight. From the nearby floor, immense cen... | 950,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_38_index_000950.jpg | Interior of void library: boundless deep space with no walls or ceiling, bookshelves extend endlessly from nearby floor into distant darkness, each shelf lined with neatly arranged books; an open book emits faint light containing tiny planets and nebulae floating inside; a reader in a snug spacesuit with safety harness... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
qwen_image_bench_en | 39 | 767 | qwen_image_bench_en:767:0 | Inside the Mars colony: Plants are arranged in rows under LED grow lights in the sealed cabin, and astronauts water the hydroponic tanks; the low gravity environment causes water droplets to float in spherical shapes and produce realistic refracted highlights; the metal walls and pipelines are made of reliable material... | Photorealistic 3D render of the interior of a Mars colony, viewed from an eye-level wide-angle perspective with deep focus and crisp high-definition detail. A sealed cylindrical hydroponic cabin fills the frame, its brushed titanium walls reinforced by thick structural ribs and joined with bolted steel panels. Across t... | 767,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/qwen_image_bench_en/rank_39_index_000767.jpg | Inside the Mars colony: Plants are arranged in rows under LED grow lights in the sealed cabin, and astronauts water the hydroponic tanks; the low gravity environment causes water droplets to float in spherical shapes and produce realistic refracted highlights; the metal walls and pipelines are made of reliable material... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... | |
longtext_en | 0 | 123 | longtext_en:123:0 | A broadcast screenshot showing a live sports commentary during an international soccer championship match, the scene centered around a player celebrating passionately with teammates after scoring a decisive goal. Near the bottom edge of the scene, horizontally spanning about 85% of the image width, a distinct lower-thi... | Full-color television broadcast screenshot of a live international soccer championship match, presented as a wide sports commentary frame with stadium floodlights and packed spectator stands. In the center, a male soccer player in his twenties with brown skin and short black hair celebrates passionately after scoring a... | 123,000 | 1,024 | 1,024 | [
{
"slug": "zimage_base_32",
"label": "Z-Image Base",
"nfe": 32,
"cfg": 4,
"shift": 6,
"prompt": "original",
"repo": null,
"revision": null,
"final_step_size_scale": null,
"noise_generator_device": null,
"model_dtype": null,
"vae_dtype": null,
"integration_dtype": ... | comparisons/longtext_en/rank_00_index_000123.jpg | A broadcast screenshot showing a live sports commentary during an international soccer championship match, the scene centered around a player celebrating passionately with teammates after scoring a decisive goal. Near the bottom edge of the scene, horizontally spanning about 85% of the image width, a distinct lower-thi... | {
"slug": "flux1_dev_raw2q_4step3000",
"label": "FLUX.1-dev Raw2Q-3000",
"repo": "kimi000/Flux1-Dev-4Step-Raw2Q-3000",
"revision": "2bcb04d9948e5d00ddd9972ff0318d62f4a33951",
"nfe": 4,
"cfg": 3.5,
"guidance_embedding": 3.5,
"external_cfg": false,
"shift": 3.158192909689767,
"final_step_size_scale": ... |
End of preview. Expand in Data Studio
Texture-rich 1024px benchmark showcase
The original seven-model collection contains 60 hand-curated prompts and 420 generated images: 20 prompts each from Qwen-Image-Bench EN, LongText-EN, and CVTG, rendered by seven models at 1024×1024 with seed 0 protocol alignment.
We first generated 40 candidates per benchmark (720 images), reviewed the actual seven-model comparisons, and downselected prompts for visual detail, material/texture richness, cross-model presentability, and scene diversity.
Models and generation settings
| Model | NFE | CFG | Fixed shift | Prompt input |
|---|---|---|---|---|
| Z-Image Base | 32 | 4 | 6 | original benchmark prompt |
| Z-Image Turbo | 8 | 0 | 3 | original benchmark prompt |
| ZImage AnyFlow2 4-Step-1000 | 4 | 0 | 6 | original benchmark prompt |
| AnyFlow2-Z-Image (Dense Stage2) | 4 | 0 | 6 | original benchmark prompt |
| ZImage-4Step-3000 | 4 | 0 | 6 | original benchmark prompt |
| FLUX.3 Image Klein | 16 | 0 | 16 / alpha | official PUP prompt |
| FLUX.3 4-Step | 4 | 1 | 6.93 | official PUP prompt |
All generation used 1024×1024 output. The two FLUX.3 columns use the official prompt-upsampling captions; both the source benchmark prompt and the exact PUP caption are retained in metadata.jsonl.
Layout
images/<benchmark>/<prompt-key>/<model>.png: full-resolution images.comparisons/<benchmark>/<prompt-key>.jpg: seven-column visual comparisons.metadata.jsonl: prompts, PUP prompts, seeds, and protocols.selection_ranks.json: auditable downselection from each 40-prompt candidate pool.
FLUX.3 Raw2Q-2000 addition
The same 60 prompts, seeds and official PUP captions are rendered by kimi000/Flux3-Klein-4Step-Raw2Q-2000. Native settings: 4 steps / 4 NFE, guidance 1, shift 6.93, final interval scale 0.3; CPU token-major noise, BF16 transformer/text encoder, FP32 integration and VAE. The checkpoint card defaults to raw prompts; this addition intentionally uses the published official PUP captions.
The preceding eight-model collection contains 480 generated model images. Existing full-resolution images, metadata and seven-column comparisons are unchanged. The new comparisons append a Raw2Q column to the already published comparison previews; they are not scoring inputs.
FLUX.1-dev Raw2Q-1000 addition
The same 60 selected prompts and seeds are rendered with kimi000/Flux1-Dev-4Step-Raw2Q-1000. Native settings: 1024px, four steps / four NFE, distilled guidance embedding 3.5, fixed shift exp(1.15), final interval scale 0.3. This FLUX.1 column uses the original prompt, CLIP 77 / T5 512 tokens and no PUP, as specified by its author. The FLUX.3 columns retain their original official PUP captions. This preprocessing difference is intentional and recorded.
Existing images and metadata are unchanged. Comparisons append the new column to the previously published eight-model JPEG previews; full-resolution PNGs remain available.
FLUX.1-dev Raw2Q-3000 addition
The same 60 selected prompts and seeds are rendered with kimi000/Flux1-Dev-4Step-Raw2Q-3000. Native settings: 1024px, four steps / four NFE, distilled guidance embedding 3.5, fixed shift exp(1.15), final interval scale 0.3. This FLUX.1 column uses the original prompt, CLIP 77 / T5 512 tokens and no PUP, as specified by its author. The FLUX.3 columns retain their original official PUP captions. This preprocessing difference is intentional and recorded.
Existing images and metadata are unchanged. Comparisons append the new column to the previously published JPEG previews; full-resolution PNGs remain available.
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