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ours_penalty
float64
3
8
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float64
3
6
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float64
19.9
31.4
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float64
1.95
83.5
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373
0034f67a5a3e1fa3a785dcf12f0e4806de3665879c3b7adb45c02e95e46e3616
leader
7
3
22.241306
7.59
First model is a violin-like instrument with poor detail and wrong shape; second model closely matches the prompt with similar wood texture, beaded edge, and overall form
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draw
6
6
26.800225
50.67
First model has similar flower type but lacks background context and has simplified structure. Second model has different flower structure, added pots, and altered color tones. Both have moderate to major issues with prompt adherence.
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draw
3
3
26.81935
49.65
Both models have minor shape differences and slight variations in texture/finish compared to the prompt, but overall match the general style and elements (chair with throw and pillow) of the prompt.
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draw
5
4
24.386231
20.53
Both models have significant issues with the flower structure, petal shapes, and mouth details. The first model has jagged petals and mismatched mouth shapes, while the second has different mouth designs and petal textures. Neither matches the prompt's flower structure and mouth details precisely.
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draw
6
5
24.065578
19.36
Both models have some shape differences from the prompt, with box details and horn positioning not matching exactly. The first model has boxes with different textures and horn details, while the second has different horn shapes and box decorations. Both have moderate deviations from the prompt's specific design elements.
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leader
6
4
23.049256
62.53
First model has major shape and detail issues, second has moderate issues
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draw
6
6
21.392317
20.16
First model has bowl but missing detailed dragonfly; second model has dragonfly but missing bowl context
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draw
3
3
23.952627
50.93
Both models have minor shape differences in the pot and food item compared to the prompt. The pot's color and shape are close but not perfect, and the food item has slight variations in texture and positioning.
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leader
5
3
22.534069
35.34
First model has poor color matching and detail quality, second model has better color but still lacks some texture details
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leader
6
3
21.062893
19.06
First model has poor rendering quality with transparency issues and lacks detailed elements. Second model has better structure but still misses some details from the prompt.
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leader
5
3
22.634359
40.45
First model has minor shape differences and lacks the detailed internal pattern of the prompt; second model has better shape match but still lacks the specific internal pattern detail of the prompt
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draw
5
5
30.045211
10.65
First model has some shape differences and missing texture details; second model has major structural and style issues with the hanging mechanism and overall form
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leader
5
3
24.040995
24.07
First model has wrong shape and missing network pattern details; second model has closer shape but still lacks precise network pattern details
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leader
5
3
19.903752
39.29
First model has fragmented appearance with multiple panels, while second model has more cohesive stained glass structure. Both maintain forest theme but first has more artistic fragmentation issues, second has better adherence to stained glass form.
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leader
6.5
3
24.210949
12.14
First model has poor texture and shape accuracy, second model has better shape but still lacks detail precision
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draw
4
5
25.320074
61.1
First model has minor shape differences and missing small details; second model has more significant style and detail issues
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leader
7.5
3
22.136967
25.05
First model has artistic/watercolor style with distorted proportions and missing detailed features; second model has better shape but still lacks the specific lighting and detail of the prompt image
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draw
4
3
24.119007
21.03
Both models have minor shape differences and inconsistent bow placement compared to the prompt, but overall match the general top hat concept
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leader
8
4
21.14235
26.95
First model has major issues with detail and realism, second model has minor issues with some details
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draw
4
3
24.434721
26.1
Both models have minor shape differences and slightly different details compared to the prompt image. The first model has some issues with the roof structure and wheel design, while the second model has similar issues with the roof and some details. Both models generally match the prompt but have minor deviations.
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draw
5
5
25.809197
39.78
Both models have moderate issues with matching the prompt. They generally resemble a stand mixer but have noticeable differences in shape, detail accuracy, and text elements. Bowl reflections and overall proportions are not perfectly matched to the reference image.
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leader
5
3
27.139417
46.38
First model has black marks, second has better shape but first has more issues
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leader
7.5
3
23.992323
15.1
First model has poor rendering quality, wrong gem shape, missing gold details and gem clarity. Second model has better quality but gem shape differs, missing some gold details.
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leader
6
4
22.147909
33.21
First model has distorted panel shapes and less defined texture; second model has closer panel structure but still some distortion
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draw
6
5
23.820166
48.02
Both models have moderate issues. They generally match the teal bookshelf structure but have significant differences in book arrangement, object details, and overall style compared to the prompt image. Some shelves and objects are missing or altered, and the overall aesthetic doesn't fully match the prompt's detailed arrangement.
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draw
5
4
21.58802
32.89
Both models have moderate issues with style and detail matching the original prompt. The first model has some shape differences and the second has significant detail variations, though both maintain the general structure of the original building.
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draw
5
4
24.546945
26.31
Both models have moderate issues with style and detail accuracy compared to the prompt. They lack the precision of the original's mechanical details and text markings, with some shape variations and simplified textures.
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leader
5
3
25.516046
42.21
First model has simplified, less detailed weaving and smoother surfaces; second model has better detail matching the prompt but some proportions differ
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leader
5
3
22.625764
12.32
First model has significant detail differences (missing components, different antenna design), second model has closer match but still has some stylistic differences
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leader
6
3
23.155981
10.93
First model has poor texture and detail quality, second model has better detail but some structural differences
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draw
5
4
24.058867
21.53
Both models have moderate issues with shape accuracy and detail matching the original prompt. The first model has some shape differences and the second has style variations that don't fully match the original's delicate, translucent structure.
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draw
6
5
24.664457
21.88
Both models have moderate issues. They generally match the fried banana shape but lack the detailed texture, color consistency, and proper arrangement of the original image. Some models show transparency or incorrect lighting effects.
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leader
5
3
23.020687
7.71
First model has wrong color (dark gray instead of silver), missing handle details, and incorrect texture. Second model has closer color match but still has some shape and handle details issues.
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draw
5
4
24.136681
20.32
Both models have some shape differences from the prompt, with the first model having extra handles and the second having a different spout shape. Both lack the detailed texture and aged appearance of the original copper pot, and the background elements are missing.
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leader
6
3
23.354784
12.04
First model has wrong color scheme, missing detailed patterns, and incorrect handle shape. Second model has closer color match but still has some shape differences and missing details compared to prompt.
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draw
4
4
25.335914
54.12
First model has minor shape differences and lighting variations; second model has more significant structural differences and style deviations
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leader
6
4
30.429737
9.04
First model has poor texture quality, missing detailed inscriptions, and incorrect color tone. Second model has better detail but still lacks some intricate texturing and precise shape matching.
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draw
6
5
24.115418
57.36
Both models have some deviations from the prompt. First model has different glass clarity, tree details, and base texture. Second model has different crown style, glass texture, and tree decorations. Both lack the sharp detail and realistic glass appearance of the prompt image.
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draw
4
4
24.2772
26.42
First model has minor shape differences and detail variations; second model has more significant style and detail issues, with less accurate floral engravings and different base appearance
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leader
5
3
24.071863
24.17
First model has minor detail issues (missing decorative elements, less polished finish), second model has closer match but still lacks some decorative details compared to prompt
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leader
5
3
22.724557
8.21
First model has wrong style/color (solid black instead of zebra pattern), second model has partial match with zebra pattern but still has issues with details and style consistency
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draw
5
5
23.560153
49.09
First model has minor shape differences and missing small decorative details; second model has more significant style and detail issues, with different pipe arrangement and keyboard appearance
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draw
5
4
28.93716
2.79
Both models have moderate issues with detail accuracy and style consistency compared to the prompt. They lack the intricate engravings and ornate design elements visible in the original prompt image. The first model has simpler details and less texture variation, while the second model has some improved details but still doesn't match the prompt's level of craftsmanship.
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leader
6
3
23.717654
19.89
First model has black artifacts and simplified structure; second model has better structure but still has minor shape differences
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leader
6
4
21.728799
31.92
First model has incorrect shape with open structure, second model has better shape but still lacks precision in faceting details compared to prompt
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leader
6
3
21.654623
32.71
First model has transparency issues and simplified details; second model has closer match but some detail differences
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draw
4
3
23.851275
14.65
Both models have similar overall shape but show minor differences in detail placement and texture precision compared to the prompt. The wooden texture and overall form are recognizable but not perfect matches.
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draw
4
3
21.118558
26.18
Both models generally match the prompt but have slight variations in texture, lighting, and shape details. Some have different shading patterns and subtle shape differences from the original prompt.
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draw
4
4
23.6422
13.66
First model has minor shape differences and background issues; second model has moderate style and detail differences
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draw
5
4
22.882076
9.69
Both models have moderate issues with style and details. The first model has some shape differences and missing small details, while the second model has wrong style elements and significant details missing compared to the prompt.
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leader
6
4
23.711856
17.48
First model has poor lighting and detail quality, second model has better detail but lacks laser beams from prompt
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draw
5
5
22.962141
9.9
Both models have moderate issues with texture detail, color accuracy, and pose fidelity compared to the prompt image. They lack the fine scale details, specific color gradients, and the naturalistic lighting/reflection seen in the reference image.
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leader
5
3
23.771292
12.57
First model has wrong style (too smooth, no fabric texture), second model has better shape but still lacks fabric details and background context
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draw
6
6
24.735855
33.05
First model has distorted shape and feather positioning; second model has simplified structure and missing details
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leader
6
4
24.177611
30.46
First model has significant visual quality issues with low detail and poor rendering. Second model has better detail but some elements don't match the prompt's specific flower types and arrangement.
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draw
5
4
23.747243
14.23
Both models have similar star-like shapes with pink color and white dots, but they lack the detailed texture and lighting quality of the original prompt image. The first model has less defined details and the second has different shading and texture.
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draw
6
6
31.391798
18.26
First model has text variations and inconsistent details; second model has major text and structural issues
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draw
4
3
23.561522
14.66
Both models generally match the prompt but have minor shape differences and some detail variations. The teapot shape is recognizable but not identical in proportions and details.
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leader
6
4
24.93038
35.85
First model has poor texture detail and shape accuracy; second model has better shape but still lacks fine texture details compared to prompt
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leader
6
4
24.189874
14.15
First model has poor texture and detail, second model has better shape but still lacks fine details and realistic pearl appearance
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draw
5
6
24.281705
81.07
First model has some detail differences (crystal arrangement, box structure), second model has major structural and decorative deviations from original prompt
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draw
4
3
30.217476
15.44
Both models have similar shape but differ in lighting/shading details and base appearance. Some minor details like bottle texture and base design don't match the original prompt exactly.
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draw
6
5
22.681828
7.7
Both models have moderate issues with style and details. They lack the detailed texture, lighting, and specific design elements (like the cockpit window shape, panel details, and overall weathering) of the original prompt image. The first model has more shape differences, while the second has different proportions and missing details.
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leader
5
3
25.622253
43.49
First model has moderate issues with texture and detail accuracy, second has minor issues with overall shape and detail matching
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draw
5
5
25.227154
36.27
First model has some detail variations (e.g. unicorn features, floral patterns), second model has major structural and detail deviations from original prompt
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draw
6
6
27.857017
59.28
First model has some shape differences and book arrangement issues; second model has major structural and style deviations
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draw
4
4
24.166295
25.85
First model has some shape differences and missing small details; second model has more significant issues with style and details
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leader
5
3
23.980595
25.32
First model has black elements and different structural details; second model has closer match but still has some detail differences
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draw
4
4
24.654331
27.51
First model has minor shape differences and slight detail variations; second model has more noticeable style and detail differences
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leader
5
3
24.863442
29.59
First model has poor detail and transparency issues; second model has better detail but some stylistic differences
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draw
4
4
21.869955
24.2
First model has minor shape differences and some detail variations; second model has more significant style and detail issues, with less accurate representation of the original's texture and decoration placement
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ours
4
6
21.998691
35.9
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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leader
5
3
20.822686
21.67
First model has significant texture and detail issues, second model is closer but still has some detail differences
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draw
6
5
24.793933
37.66
Both models have moderate issues. They generally match the structure but have significant detail differences in book arrangement, decorative elements, and overall style. Some elements like the central decorative piece and book colors don't match the prompt as closely as needed.
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draw
3
3
23.173187
16.28
Both models generally match the prompt but have minor issues. The basket texture and flower arrangement have slight variations from the original image. Some details like basket weave pattern and flower positioning aren't perfectly matched.
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leader
5
3
23.056528
47.45
First model has lower detail and less accurate shape matching, second model has closer detail but still some differences in proportions and specific features
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draw
4
3
30.209045
9.42
Slight shape differences and minor detail variations in the 3D models compared to the prompt image
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leader
6
3
24.056248
21.84
First model has semi-transparent elements and simplified structure; second model has more accurate metal framework but still has some detail differences
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leader
5
3
29.666498
11.36
First model has minor shape differences and some detail issues; second model has closer match but still has some detail differences
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draw
5
4
21.331814
25.99
Both models have some shape differences from the prompt, with minor detail issues and style variations. The first model has different lighting and color tones, while the second has some structural differences in the lantern design.
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draw
5
4
23.86354
20.53
Both models have moderate issues with style and detail matching the prompt. The first model has some shape differences and the second has significant detail variations, though both maintain the general L-shape and color scheme.
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draw
6
5
29.362092
7.79
Both models have some shape differences from the prompt, with less realistic glass texture, altered proportions, and simplified details. The rope/knot structure is less detailed, and the overall lighting/texture quality doesn't match the prompt's photorealistic style.
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draw
5
4
21.870481
32.23
Both models have similar but not perfect matches. They have the general shape of a beer glass with foam, but there are differences in glass texture, foam consistency, and lighting. Some details like the exact glass shape and foam texture don't match the reference image precisely.
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leader
6
3
24.435176
21.23
First model has artistic, abstract rendering with poor detail matching; second model has better detail but still lacks background field context
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draw
5
4
24.096264
25.39
Both models have some shape differences from the prompt, with minor detail issues and some style variations. The eagle's position, ship details, and overall aesthetic don't perfectly match the prompt's wooden texture and specific design elements.
aacb989d16471a364824ac145d8b06fa273e3a8ac0af3ed6ea78e1656777d830
draw
4
3
23.913227
24.46
Both models have minor shape differences and some missing small details compared to the prompt, but overall match the DeLorean style and general features
ab455629abc3223b6b448253da59120dccdceccf123354ceadd5a904e2bed8d3
leader
5
3
22.514415
35.09
First model has simplified features and less detailed drapery; second model has closer resemblance but still lacks some fine details of the original prompt's sculpture
ab506d408112974e5ba8f2a6dcae249e7c2674b6e60f0dff4053a9ddc28fbd33
draw
5
4
21.437758
22.58
Both models have similar shape but differ in flower details, color intensity, and pattern consistency with the prompt. Some flowers appear less defined, and color matching isn't perfect.
accbba278390739a94975fe2a61c53e7b30e6fa17cb8e8b9bb7bc572a5fb8d44
draw
5
5
26.512599
42.71
First model has some shape differences and missing detailed textures; second model has major structural changes with circular elements not in prompt
acd3d46a7d9b6cfbc7337bbfc6a785524933994f198df4d4c6211721d33846c6
draw
4
3
23.886552
14.15
Both models have minor shape differences and some details don't match exactly, but overall structure and basic features align with the prompt
aebc379c6b12425cd01b6ddd3f6adc644c2ad09b27300f48f2d9f7d1ccb65f8a
draw
6
5
23.404858
12.53
Both models have some shape differences from the original prompt, with variations in candle counts, flame appearance, and candelabra structure. Details like the gold texture and overall proportions are not perfectly matched.
afd25f32172975ac089bf170a52a6fea54fd6270042ad3c392fcd5d16dd1da1d
draw
6
5
30.071151
10.84
Both models have moderate issues with style and details. The first model has more varied textures and lighting issues, while the second has different proportions and base details. Neither fully matches the original prompt's level of detail and style.
b110ed3a3548f903076d10ed37efd1117e153cb0248215db63c8c27eb31f0144
draw
5
4
21.3846
18.84
Both models have color schemes similar to the prompt but lack the detailed patchwork texture and specific shape precision of the original. The first model has softer colors and less defined patches, while the second has different patch arrangements and less accurate color matching.
b57421b571110de4bc492bce2481407f7740fc4242178a232f0dc34246bc1df4
draw
5
4
23.426979
13.76
Both models have rainbow manes/tails but lack the puzzle piece structure and lighting quality of the original prompt. First model has transparency issues and second has different proportions.
b8a0a728fa4a2f2b7160fa0f5a8df2dbb0d53b338010ce310d1d3e1625d1de92
leader
5
3
23.503853
9.93
First model has wrong style (not matching the sleek futuristic design), second model has closer match but still lacks the neon lighting and futuristic environment details
ba495014c7920c09602f1ecc0c75c051f005dcb6a8bbf132d07ede2ee43b9e32
leader
5
3
23.650212
22.41
First model has poor texture quality and missing detailed patterns; second model has better detail but some proportions differ
bce2d1db387cfd5acf13509c542fe3cd722b31a11980419487b502f830cd4a44
leader
5
3
24.970141
35.45
First model has issues with texture quality and some details, second model has closer match but still has some detail differences
bde166eae9a467e70699be378dfd90814e7fa9637899667631fd2729fb7bdf47
draw
3
3
22.640404
6.69
Both models have similar overall structure but show minor shape differences in body proportions, head details, and some mechanical elements. Details like the head shape, body contours, and specific mechanical joints differ slightly from the prompt image.
be94887e8e032e46d4bbd2f2024382c94b103450d42bf7b9ce9eb28198be507c
leader
5
3
23.429192
13.24
First model has lower detail and some shape inaccuracies; second model has closer match but still lacks some details compared to prompt
c1abfbc5fb9bc7f6d31a03986d730328e1757e24a12f27824fc77ef17ff51578
draw
6
5
27.797486
54.45
Both models have moderate issues. The first model has simplified crystal shapes and less detail, while the second has different crystal arrangements and less texture. Both lack the detailed, realistic appearance of the original prompt.
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: v2.3.0

Overview

  • Round: 14
  • Test Name: v2.3.0
  • Timestamp: 2026-01-16 18:34:22

Summary

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

Results

Result Count
🏆 WINS 1
🤝 DRAWS 74
❌ LOSSES 53

Performance

Metric Value
Win Rate 0.8%
Margin -40.6%
Avg Gen Time 24.11s

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_v2.3.0.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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