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ours_penalty
float64
3
6
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float64
3
6
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float64
18.8
32.2
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float64
1.87
87.7
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78
400
0034f67a5a3e1fa3a785dcf12f0e4806de3665879c3b7adb45c02e95e46e3616
draw
4
4
21.495922
9.54
First model has minor shape differences and some detail variations; second model has more significant style and detail differences
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draw
6
6
30.544163
56.3
First model has similar flower type but lacks natural background and has inconsistent lighting/shading. Second model has different flower structure, added pots, and less natural appearance. Both have moderate to major issues with detail accuracy and prompt adherence.
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draw
3
4
31.491011
74.1
First model has minor shape differences and color variations; second model has more significant style and detail issues
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draw
4
4
25.125278
20.95
First model has minor shape differences in petals and mouth details; second model has more significant changes in mouth shape, petal texture, and overall style matching
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draw
5
5
24.586104
24.86
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details missing
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draw
6
5
28.536213
84.22
Both models have some shape differences from the prompt, with moderate issues in button placement, screen content details, and overall form matching. Neither matches perfectly but are related enough to not be completely wrong.
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ours
4
6
22.054871
17.66
First model has basic shape but lacks detailed wing structure and metallic finish; second model has wrong style (no bowl) and simplified details
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draw
3
3
24.930178
47.65
Both models have minor shape differences in the pot and food item compared to the prompt, with some details like the pot's handle position and the food's texture not matching exactly. The overall concept is similar but has minor deviations.
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draw
5
4
21.17815
24.13
Both models have similar shape but differ in color details and texture quality. The first model has more vibrant color variations and better texture definition, while the second has smoother, less detailed appearance. Both have minor shape differences from the prompt image.
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draw
5
5
20.358872
17.36
Both models have some style differences from the prompt, with moderate detail issues and slightly altered color schemes. They maintain the general form but lack some specific details from the original prompt.
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leader
5
3
24.815762
57.94
First model has minor shape differences and less realistic rendering; second model has closer match but still lacks some detail precision compared to prompt
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draw
5
5
19.236073
11.34
First model has some shape differences and missing texture details; second model has major style and structural issues with the chain and lantern design
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draw
6
6
23.762421
16.59
First model has similar structure but altered shape and some detail differences; second model has significantly different overall form and structure, less resembling the original prompt's tube shape
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draw
4
4
21.114615
26.39
First model has better overall structure matching the stained glass window concept but has some structural inconsistencies. Second model has significant style differences with simplified arch and less detailed stained glass patterns.
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draw
5
4
23.178443
19.18
Both models have moderate issues with pearl appearance, arrangement, and metallic accents. The first model has inconsistent pearl sizes and lighting, while the second has less detailed metallic elements. Neither model perfectly matches the prompt's detailed pearl arrangement and lighting.
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draw
4
5
25.886053
59.62
First model has minor shape and detail differences; second model has more significant style and structural issues
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leader
5
3
21.203278
20.79
First model has dark color but lacks detailed lighting and specific headlight design matching prompt; second model has better color match but still lacks detailed lighting and specific headlight design
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draw
4
3
29.929683
26.33
Both models have minor shape differences and slight variations in bow tie positioning compared to the prompt, but overall match the general style and structure of a top hat with bow tie.
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draw
6
5
20.253378
29.24
Both models have significant style differences from the prompt. First model has blue tinted stones and less realistic gem appearance. Second model has simpler design with less detailed gemstones. Both lack the high realism, precise gem placement, and lighting quality of the prompt.
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draw
4
4
26.878609
27.26
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details
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draw
5
5
25.443974
35.06
Both models have moderate issues with matching the prompt. They lack specific details like the exact text labels ('Aichmagit', 'Barchur'), have slightly different bowl reflections, and some structural details don't match the reference image precisely. The overall style is close but not perfect.
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draw
4
4
32.241729
56.39
First model has minor shape differences and extra stems; second model has significant detail differences and altered shape
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draw
4
5
22.557172
16.48
First model has similar overall structure but slightly different gem shape and setting details; second model has more significant differences in gem cut, setting style, and band detailing compared to the prompt
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draw
6
5
23.541831
41.12
Both models have different panel patterns and textures than the reference image. First model has irregular panel shapes and less realistic texture; second model has different panel arrangement and smoother appearance. Neither matches the reference's detailed panel structure and material quality.
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draw
6
5
25.600077
47.17
Both models have moderate issues with matching the prompt. They have different shelf arrangements, book arrangements, and some objects don't match the original prompt's specific items. The first model has more detailed objects but different layout, while the second has different color tones and arrangement.
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draw
4
4
22.206485
31.77
First model has minor shape differences and missing small details compared to prompt; second model has moderate issues with style and significant details missing
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draw
4
3
27.223222
37.06
Both models have minor shape differences and some detail variations compared to the prompt, but overall structure and color scheme match reasonably well
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draw
4
4
24.044563
42.71
First model has minor shape differences and texture variations; second model has more significant style and detail issues
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draw
4
4
22.930183
10.85
First model has similar general shape but lacks environmental context and some details. Second model has different styling and missing environmental context details.
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draw
5
5
22.253577
16.35
First model has closer shape similarity but second has more significant detail and style differences. Both have some shape and detail variations from the prompt.
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draw
4
4
29.429922
15.94
First model has minor shape differences and some detail issues; second model has more significant style and detail differences
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ours
4
6
25.313157
34.1
First model has some shape differences and missing texture details; second model has major issues with shape and texture accuracy
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draw
4
4
23.319616
11.72
First model has better shape similarity but second has more texture issues. Both have minor shape differences and texture variations compared to the prompt.
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draw
4
4
24.572788
23.66
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details
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draw
4
4
22.165032
14.68
First model has minor shape differences and some detail variations; second model has more significant style and detail issues, with altered color patterns and structural changes
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draw
5
5
25.49527
48.92
First model has some shape differences and missing structural details compared to prompt; second model has major structural and style deviations from prompt
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draw
4
4
18.929762
12.08
Both models have similar structure but show minor differences in the central figurine's shape and the dial's detail rendering. The overall concept matches the prompt but has slight variations in texture and specific design elements.
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draw
6
5
25.394271
54.07
Both models have some deviations from the prompt. First model has different base material, second has different crown and some extra elements. Both lack the clear glass appearance and specific golden base details from the prompt.
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draw
5
5
24.694579
26.99
First model has some shape differences and missing small details; second model has major issues with style and significant details
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draw
4
4
22.538988
20.39
First model has minor shape differences and missing small decorative details compared to prompt. Second model has more significant issues with style and detail accuracy, with some parts appearing less polished and more stylized than the prompt.
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draw
5
4
25.207866
9.9
Both models have some issues with matching the prompt. The umbrella shape is generally correct but has differences in the pattern details, some parts appear distorted or incomplete, and the overall style doesn't fully match the prompt's specific design elements.
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draw
4
4
27.198964
36.69
First model has minor shape differences and missing small details; second model has more significant issues with style and details
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draw
4
3
18.983567
3.01
Both models have minor issues with detail accuracy and lighting consistency compared to the prompt. The first model has slightly different handle textures and lighting, while the second has minor variations in the blade and hilt details. Both maintain the general shape and style but lack the prompt's level of detail and lighting precision.
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draw
3
3
24.794953
20.32
Both models have minor shape differences from the prompt chair, with some variations in armrests, seat slats, and overall proportions. Details like the bamboo texture and overall style are close but not perfect matches.
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leader
6
4
21.069304
23.96
First model has incorrect shape structure with hollow appearance not matching original gem's solid form; second model has different faceting style but closer in general form to original
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draw
5
5
20.718399
35.92
Both models have some shape differences from the prompt, with less detailed features and different proportions. The first model has more pronounced mechanical details but still lacks some precision. The second model has simpler design elements that don't match the prompt's complexity.
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draw
4
3
24.476634
23.68
Both models have similar overall shape but differ in detail accuracy. The wooden texture and overall form are close, but some of the specific details like the placement and shape of the white elements don't match the prompt image precisely. Minor shape differences and detail placement issues.
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leader
5
3
22.457108
27.3
First model has inconsistent texture and lighting variations; second model has better adherence but still has some texture inconsistencies
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draw
3
4
28.044048
26.15
First model has better shape similarity but shows human face which doesn't match prompt's faceless appearance. Second model has more style differences with less natural fabric flow.
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leader
5
3
21.465704
11.8
First model has major style differences (clothing, pose, base), second has minor details missing but closer to prompt
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leader
6
4
23.397068
33.11
First model has wrong color tone, laser beams are incorrect, and overall style doesn't match the prompt's sleek, high-quality look. Second model has better color matching but still lacks the laser beams and detailed lighting from the prompt.
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draw
5
5
25.28737
9.69
Both models have moderate issues with texture detail, color accuracy, and pose similarity compared to the reference image. They lack the fine scale details, realistic lighting, and environmental context (like the water reflection) of the original prompt.
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draw
4
4
22.669282
19.24
First model has similar color scheme but slightly different shape and texture details; second model has more significant shape differences and missing details compared to the prompt
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draw
5
5
23.878129
34.28
First model has minor shape differences and some detail variations; second model has more significant style and detail issues
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draw
5
6
22.844969
34.36
First model has moderate issues with flower variety and plant arrangement; second model has major issues with structure and plant style
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draw
4
4
23.079257
26.58
First model has minor shape differences and lighting variations; second model has more significant color and detail inconsistencies with prompt
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draw
5
5
22.476042
15.09
Both models have significant text and detail discrepancies with the prompt. Text is distorted, style doesn't match, and some details are missing. The leather texture and overall appearance are somewhat similar but not matching the prompt's specific details.
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draw
4
3
24.70959
19.99
Both models have minor shape differences and some variations in details like the lid knob and handle curvature compared to the prompt image. The overall form is similar but not perfect matches.
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draw
4
5
24.136164
46.27
First model has closer color match but slightly distorted shape; second model has muted colors and less accurate texture details
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draw
6
5
25.639013
15.16
Both models have moderate issues. They lack the detailed pearl arrangement and texture of the original image, with some models appearing more abstract or less realistic in their representation of the pearl necklace structure.
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draw
6
5
27.989432
84.52
Both models have significant issues with detail accuracy, material representation, and overall visual quality compared to the prompt. They lack the precise gemstone arrangement, ornate patterns, and polished gold appearance of the reference image. The first model has inconsistent gem placement and color tones, while the second model has overly simplified decorative elements and incorrect lighting.
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draw
4
3
20.754835
15.25
Both models generally match the prompt but have minor issues with lighting, base details, and bottle shape consistency. The bottles appear slightly different in shape and lighting compared to the original prompt.
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draw
4
5
30.237423
9.61
First model has closer visual match to prompt with similar shape and color scheme, but has minor detail differences. Second model has more significant style and detail differences, with altered proportions and less accurate surface textures.
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draw
4
4
32.094754
77.47
First model has minor shape differences and slightly different texture details; second model has more significant style differences and altered color tones
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draw
4
4
23.804503
33.43
First model has minor shape differences and some detail variations; second model has more significant style and detail issues, with less accurate floral patterns and unicorn features
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draw
5
5
26.066507
63.39
First model has minor differences in book arrangement and shelf details; second model has more significant style and detail differences, with altered structural elements and book arrangements
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draw
4
4
24.124037
23.31
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details
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draw
5
4
26.054188
27.48
Both models have moderate issues with the prompt adherence. The first model has some shape differences in the clip mechanism and paper positioning, while the second model has similar issues with the clip design and paper arrangement. Both models lack the metallic texture detail seen in the original prompt image.
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draw
4
4
28.929409
24.78
First model has minor shape differences and slight detail variations; second model has more significant style and detail differences
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draw
4
3
22.434969
23.05
Both models have minor shape differences and some missing small details compared to the prompt, but overall match the general creature type and style
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draw
5
5
22.880066
25.04
First model has minor shape differences and some detail inconsistencies; second model has major issues with overall structure and detail matching
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ours
4
6
22.51474
37.75
First model has some shape differences and missing environmental details; second model has major architectural style deviations and missing environmental elements
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draw
4
4
22.495672
28.91
First model has minor shape differences and slightly less detail than prompt; second model has moderate issues with overall structure and detail matching
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draw
6
5
22.977492
34.61
Both models have moderate issues with book arrangement, decorative elements, and overall detail matching the prompt. Some books are different, decorative items are not identical, and the overall style has slight deviations.
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draw
4
4
22.052258
17.68
Both models have similar lavender plants but differ significantly in basket texture, color, and hanging rope details. They lack the specific woven texture and color tone of the original image prompt.
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leader
5
3
22.28797
40.77
First model has more detailed mechanical features but different proportions and lighting; second model is closer in style but still has some detail differences
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draw
3
3
18.812039
6.64
Slight shape differences and minor detail variations between models and prompt
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draw
4
4
23.233159
30.62
First model has minor shape differences and missing small details compared to prompt. Second model has moderate issues with style and significant details missing. Both models maintain general structure but differ in specific components and details.
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draw
4
4
23.001838
11.18
First model has minor shape differences and some detail variations; second model has more significant style and detail differences
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draw
5
4
21.144999
23.14
Both models have some shape differences and detail variations from the original prompt. The first model has different color tones and some structural differences, while the second model has altered proportions and detail placement. Neither matches perfectly but are not completely wrong.
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draw
4
4
26.646634
38.91
First model has minor shape differences and pillow arrangement issues; second model has more significant style and detail discrepancies
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draw
6
5
22.544715
7.71
Both models have significant issues with the rope structure (not matching the prompt's knotted rope), glass transparency (not matching the clear glass), and overall style (not matching the realistic, detailed appearance of the prompt). The first model has a more elaborate top structure, while the second has a simpler rope structure, both deviating from the prompt's specific elements.
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draw
4
4
22.454655
31.68
First model has minor shape differences and lighting variations; second model has more significant detail and style issues compared to the original prompt
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leader
5
3
22.992069
23.42
First model has more detailed flowers and background elements but has black artifacts; second model has cleaner rendering but lacks some flower details from the prompt
a77062a2d0222debdbd68d33e96865cda4df9ac6a18d9f0a507033a9c79002e0
draw
4
4
23.789067
20.84
First model has minor shape differences and detail variations; second model has more significant style and detail issues compared to the original prompt.
aacb989d16471a364824ac145d8b06fa273e3a8ac0af3ed6ea78e1656777d830
draw
4
4
22.573423
27.15
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details
ab455629abc3223b6b448253da59120dccdceccf123354ceadd5a904e2bed8d3
draw
5
4
23.885577
34.91
Both models have moderate issues with style and detail accuracy compared to the prompt. First model has some shape differences and minor detail issues, second model has similar style issues with cloth and facial features.
ab506d408112974e5ba8f2a6dcae249e7c2674b6e60f0dff4053a9ddc28fbd33
draw
3
4
21.151302
18.32
First model has minor shape and detail variations; second model has more significant style and detail differences
accbba278390739a94975fe2a61c53e7b30e6fa17cb8e8b9bb7bc572a5fb8d44
draw
5
6
27.448957
36.95
First model has similar structure but lacks detail accuracy; second model has major structural changes with circular element replacing original design
acd3d46a7d9b6cfbc7337bbfc6a785524933994f198df4d4c6211721d33846c6
draw
4
3
29.012848
13.72
Both models have minor shape differences and some details don't match the prompt exactly, but overall structure and basic features are similar
aebc379c6b12425cd01b6ddd3f6adc644c2ad09b27300f48f2d9f7d1ccb65f8a
draw
5
5
25.507484
11.9
Both models have some issues with matching the original prompt. The first model has different candle colors and positions, and the second model has variations in the candelabra design and candle arrangement. Both lack the specific golden texture and candle details of the original prompt.
afd25f32172975ac089bf170a52a6fea54fd6270042ad3c392fcd5d16dd1da1d
draw
4
4
22.317676
23.28
First model has better detail matching but second has more significant deviations in pose, base details, and overall style consistency
b110ed3a3548f903076d10ed37efd1117e153cb0248215db63c8c27eb31f0144
draw
6
5
19.646731
21.38
Both models have similar color schemes but differ in patch patterns, shape details, and basket appearance. They don't match the original prompt's specific colorful patchwork style precisely.
b57421b571110de4bc492bce2481407f7740fc4242178a232f0dc34246bc1df4
draw
4
4
23.932995
16.64
First model has better detail matching the prompt's glowing effect and puzzle piece appearance, second model has simpler style with less detail matching the prompt's glowing effect and puzzle piece appearance
b8a0a728fa4a2f2b7160fa0f5a8df2dbb0d53b338010ce310d1d3e1625d1de92
draw
5
5
23.639654
11.63
First model has some shape differences and lighting style issues; second model has major category mismatch (skateboard vs futuristic hoverboard)
ba495014c7920c09602f1ecc0c75c051f005dcb6a8bbf132d07ede2ee43b9e32
draw
4
4
23.429265
39.88
First model has minor shape differences and missing small details compared to prompt; second model has moderate issues with style and significant details missing
bce2d1db387cfd5acf13509c542fe3cd722b31a11980419487b502f830cd4a44
draw
4
5
26.08806
72.42
First model has minor shape differences and slightly different plant arrangement; second model has more significant style differences, altered box structure, and different plant details
bde166eae9a467e70699be378dfd90814e7fa9637899667631fd2729fb7bdf47
draw
3
3
25.056401
6.45
Both models have minor shape differences and some details don't match the prompt exactly, but overall structure and style are close
be94887e8e032e46d4bbd2f2024382c94b103450d42bf7b9ce9eb28198be507c
draw
3
4
22.800683
19.19
First model has minor shape differences and missing small details; second model has moderate issues with style and significant details
c1abfbc5fb9bc7f6d31a03986d730328e1757e24a12f27824fc77ef17ff51578
draw
5
4
26.016556
50.52
Both models have minor shape differences from the prompt, with less detailed crystal textures and some color variations. The overall concept matches but lacks the prompt's visual quality and detail precision.
End of preview. Expand in Data Studio
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Benchmark Results: v2.2.8

Overview

  • Round: 14
  • Test Name: v2.2.8
  • Timestamp: 2026-01-16 17:36:59

Summary

Metric Value
Total Tasks 128
Total Judged 128
Skipped 0
Gen Failed 0
Render Failed 0
Judge Failed 0

Results

Result Count
🏆 WINS 5
🤝 DRAWS 114
❌ LOSSES 9

Performance

Metric Value
Win Rate 3.9%
Margin -3.1%
Avg Gen Time 24.18s

Methodology

  • Judge Model: thudm/glm-4.1v-9b-thinking (via OpenRouter)
  • Position-Balanced: 2 passes with swapped order to avoid position bias
  • Penalty Scale: 0 (perfect) to 10 (completely wrong)
  • Winner: Lower average penalty wins (draw if difference ≤ 1)

Files

  • benchmark_v2.2.8.json - Full benchmark results
  • */ours.png - Our rendered 3D models
  • */leader.png - Leader's rendered 3D models
  • */origin.png - Original prompt images
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