index
int64
prompt_original
string
prompt_distorted
string
selected_dims
string
llm_judge
dict
hpsv2_reward
dict
llm_selected
int64
blip_selected
int64
model
string
blip_score
list
image_reward
dict
hpsv3_reward
dict
rater
dict
blip_score_original
float64
pick_scores
list
clip_scores
list
mps_scores
list
hpsv1_scores
list
hpsv3_diop
float64
0
A standing toilet in a bathroom stall next to a trash can.
A standing toilet in a bathroom stall beside a trash can, rendered with no light or shadow, appearing random and unfinished, lacking clear intent or design, with flat, indistinct surfaces and no depth or texture.
["richness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- no light or shadow: Not visible. The image clearly has light and shadow.\n- appearing random and unfinished: Not visible. The image appears finished and intentional.\n- lacking clear intent or design: Not visible. The image has a clear design.\n- with flat, indistinct surfaces: Not visible. Surfaces have clear definition and form.\n- no depth or texture: Not visible. The image has clear depth and texture.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- no light or shadow: Not visible. The image clearly has light and shadow.\n- appearing random and unfinished: Not visible. The image appears complete and intentional.\n- lacking clear intent or design: Not visible. The image shows a functional bathroom stall.\n- with flat, indistinct surfaces: Not visible. Surfaces have clear definition and some texture.\n- no depth or texture: Not visible. There is clear depth and texture in the image.\n\nAll 5 effects are not visible. Score = 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.291259765625, "hpsv2_diop": 0.274169921875, "hpsv2_oidp": 0.2919921875, "hpsv2_oiop": 0.28466796875 }
-1
1
flux_dev
[ [ -1.0068359375, 1.00390625 ], [ -2.142578125, 2.14453125 ] ]
{ "image_reward_didp": 1.0146484375, "image_reward_diop": 0.73974609375, "image_reward_oidp": 0.826171875, "image_reward_oiop": 0.78125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.866227149963379, -4.708868980407715 ], "hpsv3_diop": [ 15.582914352416992, -4.803959369659424 ], "hpsv3_oidp": [ 14.377989768981934, -4.9782633781433105 ], "hpsv3_oiop": [ 14.311932563781738, -4.9869842529296875 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.05322265625, 1.9375, 0.95703125, 0.0341796875, 0.8671875, 1.1796875, 0.765625, 0.875, 1.96875, 0.5234375, 0.8125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.134765625, 1.1484375, 0.9375, 0.30859375, 0.73828125, 1.1015625, 0.84375, 0.30078125, 1.9921875, 0.8515625, 0.96875 ] } }
0.830078
[ 0.44096052646636963, 0.5590394139289856 ]
[ 0.021281111985445023, 0.9787188172340393 ]
[ 0.25390625, 0.74609375 ]
[ 0.49889427423477173, 0.5011057257652283 ]
15.582914
1
A woman talking on a phone with a smile on her face.
A woman smiling while talking on a phone, surrounded by clashing, overexposed, and muddy colors; the image feels dark, random, and unfinished, with no clear design, emphasizing unpleasant, disharmonious tones.
["color aesthetic", "richness", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Clashing colors: The background has a mix of teal and orange/brown splotches which clash.\n- Overexposed: The lighting on the woman's face appears somewhat overexposed.\n- Muddy colors: The overall color palette, especially in the background, has a muddy quality.\n- Dark: The image is not particularly dark; the woman's face is well-lit.\n- Random: The background splotches appear random.\n- Unfinished: The background texture and splotches give an unfinished feel.\n- No clear design: The background lacks a clear, intentional design.\n- Emphasizing unpleasant, disharmonious tones: The color choices and textures contribute to unpleasant and disharmonious tones.\n\nOut of 8 effects, 7 are visible to some extent, leading to a score of approximately 87.5.", "llm_distorted_special_effects": 88, "llm_original_main_concepts": 100, "llm_original_reasoning": "The main visual effects mentioned are:\n1. Clashing colors: Not present. The colors are harmonious.\n2. Overexposed colors: Not present. The exposure is balanced.\n3. Muddy colors: Not present. The colors are clear.\n4. Dark image: Not present. The image is well-lit.\n5. Random image: Not present. The composition is clear.\n6. Unfinished image: Not present. The image appears complete.\n7. No clear design: Not present. The design is clear.\n8. Unpleasant tones: Not present. The tones are pleasant.\n9. Disharmonious tones: Not present. The tones are harmonious.\n\nNone of the described special effects are visible in the image, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.325439453125, "hpsv2_diop": 0.287841796875, "hpsv2_oidp": 0.302001953125, "hpsv2_oiop": 0.306396484375 }
1
1
flux_dev
[ [ 0.6298828125, -0.64697265625 ], [ -2.9375, 2.943359375 ] ]
{ "image_reward_didp": 1.1865234375, "image_reward_diop": 1.5830078125, "image_reward_oidp": 0.16357421875, "image_reward_oiop": 1.619140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.548008918762207, -4.791131019592285 ], "hpsv3_diop": [ 10.008563041687012, -4.990724086761475 ], "hpsv3_oidp": [ 15.935070991516113, -4.669300556182861 ], "hpsv3_oiop": [ 15.486139297485352, -4.815159797668457 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.03076171875, 1.890625, 0.78125, 0.00006103515625, 0.1484375, 1.203125, 1.9453125, 0.48046875, 2, 0.5078125, 1.0625 ] }, "original": { "preds": [ 0, 2, 2, 0, 0, 2, 0, 0, 2, 0, 1 ], "scores": [ 0.0419921875, 1.890625, 1.6328125, 0.0034332275390625, 0.322265625, 1.5546875, 0.373046875, 0.48046875, 2, 0.0439453125, 1.1015625 ] } }
0.970215
[ 0.18221738934516907, 0.8177826404571533 ]
[ 0.0040068244561553, 0.9959931373596191 ]
[ 0.102294921875, 0.8974609375 ]
[ 0.4978320300579071, 0.5021679401397705 ]
10.008563
2
A person riding a bike across a brick road.
A barely visible figure on a bike drifts across a flat, textureless brick road under uniform gray light—no shadows, no highlights, no focal point; the scene feels randomly assembled, unfinished, with the rider lost in visual noise and indistinct edges.
["richness", "lighting distinction", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- 'barely visible figure': The figure is somewhat visible, but obscured by fog.\n- 'drifts across a flat, textureless brick road': The road has texture, it is not flat or textureless.\n- 'uniform gray light': The lighting is uniform and gray.\n- 'no shadows': There are no distinct shadows.\n- 'no highlights': There are no distinct highlights.\n- 'no focal point': The figure on the bike serves as a focal point.\n- 'randomly assembled, unfinished': The scene appears coherent, not randomly assembled or unfinished.\n- 'rider lost in visual noise and indistinct edges': The rider is somewhat lost in the fog, and edges are indistinct.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'barely visible figure': The figure is clearly visible.\n- 'drifts across a flat, textureless brick road': The road has clear texture and the figure is riding, not drifting.\n- 'under uniform gray light': The lighting is not uniform gray; there are variations.\n- 'no shadows': There are subtle shadows present.\n- 'no highlights': There are highlights, especially on the cars and the bike.\n- 'no focal point': The rider is a clear focal point.\n- 'randomly assembled, unfinished': The scene appears composed and finished.\n- 'rider lost in visual noise and indistinct edges': The rider is clear with distinct edges.\n\nNone of the described effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2490234375, "hpsv2_diop": 0.2279052734375, "hpsv2_oidp": 0.285400390625, "hpsv2_oiop": 0.296630859375 }
1
1
flux_dev
[ [ -1.4111328125, 1.416015625 ], [ -2.734375, 2.748046875 ] ]
{ "image_reward_didp": 1.494140625, "image_reward_diop": 1.3623046875, "image_reward_oidp": 1.8662109375, "image_reward_oiop": 1.8779296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.615525245666504, -4.945107936859131 ], "hpsv3_diop": [ 4.847387790679932, -4.240572452545166 ], "hpsv3_oidp": [ 11.581086158752441, -5.022510528564453 ], "hpsv3_oiop": [ 14.371807098388672, -4.976031303405762 ] } }
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 1 ], "scores": [ 0.13671875, 0.80859375, 0.294921875, 0.00701904296875, 0.328125, 0.921875, 0.69140625, 0.1494140625, 0.93359375, 0.228515625, 0.9296875 ] }, "original": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.181640625, 1.1875, 0.73046875, 0.90625, 0.6015625, 1.0625, 0.54296875, 0.16015625, 1.984375, 0.216796875, 1.4921875 ] } }
0.965332
[ 0.08323252946138382, 0.9167675375938416 ]
[ 0.2537172734737396, 0.7462827563285828 ]
[ 0.118408203125, 0.8818359375 ]
[ 0.49838513135910034, 0.5016148090362549 ]
4.847388
3
A man sitting on snow covered ground riding a snowboard.
A man sits on snow-covered ground, riding a snowboard, but the scene is distorted with warped limbs and unnatural proportions. Colors clash harshly, appearing overexposed and muddy. The image is overly dark, with inconsistent lighting, amplifying its inauthentic, surreal, and visually jarring aesthetic.
["detail realism", "object pairing", "color aesthetic", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. warped limbs: Not visible.\n2. unnatural proportions: Not visible.\n3. Colors clash harshly: Not visible.\n4. appearing overexposed: Not visible.\n5. muddy: Not visible.\n6. overly dark: Not visible.\n7. inconsistent lighting: Not visible.\n\nNone of the specified effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - warped limbs\n - unnatural proportions\n - colors clash harshly\n - appearing overexposed\n - muddy colors\n - overly dark\n - inconsistent lighting\n - inauthentic, surreal, and visually jarring aesthetic\n- Check each of these effects how much they are visible in the image:\n - warped limbs: Not visible.\n - unnatural proportions: Not visible.\n - colors clash harshly: Not visible.\n - appearing overexposed: Not visible.\n - muddy colors: Not visible.\n - overly dark: Not visible.\n - inconsistent lighting: Not visible.\n - inauthentic, surreal, and visually jarring aesthetic: Not visible.\n- Compute a smooth score based on the proportion of effects that appear: 0/8 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3203125, "hpsv2_diop": 0.298583984375, "hpsv2_oidp": 0.289306640625, "hpsv2_oiop": 0.296875 }
-1
1
flux_dev
[ [ 1.2744140625, -1.291015625 ], [ -1.1689453125, 1.1640625 ] ]
{ "image_reward_didp": 1.3037109375, "image_reward_diop": 1.625, "image_reward_oidp": 0.85693359375, "image_reward_oiop": 0.6923828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.26593017578125, -5.0193610191345215 ], "hpsv3_diop": [ 11.018513679504395, -5.012999057769775 ], "hpsv3_oidp": [ 12.812763214111328, -5.012465000152588 ], "hpsv3_oiop": [ 12.488767623901367, -5.042567253112793 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.042236328125, 1.671875, 0.859375, 0.002960205078125, 0.35546875, 1.234375, 0.890625, 0.0615234375, 1.984375, 0.439453125, 1.171875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.027099609375, 1.5234375, 0.9375, 0.0004673004150390625, 0.05419921875, 1.390625, 1.0625, 0.82421875, 2, 0.0322265625, 1.265625 ] } }
0.63623
[ 0.4241673946380615, 0.5758326053619385 ]
[ 0.003328117309138179, 0.9966719150543213 ]
[ 0.392333984375, 0.607421875 ]
[ 0.4989801347255707, 0.5010198354721069 ]
11.018514
4
Friends playing frisbee in the park in cooler weather
Friends playing frisbee in a park under dull, flat lighting with no shadows, creating a gloomy, blurry scene. Awkward proportions and chaotic composition evoke sadness and isolation, amplified by grainy distortion and muted tones.
["lighting distinction", "object pairing", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dull, flat lighting: Visible.\n- no shadows: Visible.\n- gloomy scene: Visible.\n- blurry scene: Visible.\n- awkward proportions: Visible (e.g., the person on the far right).\n- chaotic composition: Partially visible (the arrangement of people is somewhat chaotic).\n- sadness and isolation: Subjective, but the overall mood supports this.\n- grainy distortion: Visible.\n- muted tones: Visible.\n\nAll 9 effects are clearly present, leading to a high score for special effects.", "llm_distorted_special_effects": 95, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dull, flat lighting: Not visible. The lighting is warm and bright.\n- no shadows: Not visible. There are clear shadows.\n- gloomy scene: Not visible. The scene appears pleasant.\n- blurry scene: Not visible. The image is sharp.\n- awkward proportions: Not visible. Proportions seem normal.\n- chaotic composition: Not visible. The composition is balanced.\n- sadness and isolation: Not visible. The subjects appear happy and engaged.\n- grainy distortion: Not visible. The image is smooth.\n- muted tones: Not visible. The tones are vibrant, especially the warm light.\n\nAll effects are absent, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2481689453125, "hpsv2_diop": 0.232177734375, "hpsv2_oidp": 0.265869140625, "hpsv2_oiop": 0.2607421875 }
1
1
flux_dev
[ [ -1.1162109375, 1.107421875 ], [ -2.306640625, 2.30859375 ] ]
{ "image_reward_didp": 1.3173828125, "image_reward_diop": -0.19287109375, "image_reward_oidp": 0.51806640625, "image_reward_oiop": -0.266845703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.068034172058105, -5.008692741394043 ], "hpsv3_diop": [ 2.2188782691955566, -3.8570613861083984 ], "hpsv3_oidp": [ 10.257615089416504, -4.999128818511963 ], "hpsv3_oiop": [ 8.435989379882812, -4.8308634757995605 ] } }
{ "distorted": { "preds": [ 1, 0, 0, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.6484375, 0.37890625, 0.46875, 0.44140625, 0.271484375, 0.302734375, 0.6953125, 0.1259765625, 1.5625, 0.244140625, 1.0703125 ] }, "original": { "preds": [ 0, 1, 1, 0, 0, 1, 2, 2, 2, 1, 1 ], "scores": [ 0.032958984375, 1.2890625, 1.15625, 0.41796875, 0.357421875, 0.9375, 1.21875, 1.7734375, 1.9609375, 0.8203125, 1.265625 ] } }
0.66748
[ 0.5252147316932678, 0.47478529810905457 ]
[ 0.850617527961731, 0.14938251674175262 ]
[ 0.162353515625, 0.83740234375 ]
[ 0.4984416365623474, 0.5015583634376526 ]
2.218878
5
Two vintage airplanes sitting parked in the grass.
Two vintage airplanes sit parked in grass, but they’re tiny, blurred, and shoved to the far edge—barely visible. The frame is dominated by empty, overexposed grass and sky. No focal point exists; composition feels accidental, like a forgotten snapshot with no intent or design.
["main object", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - tiny: The airplanes are not tiny; they are a significant part of the image.\n - blurred: The airplanes are not blurred; they are in focus.\n - shoved to the far edge: The airplanes are not shoved to the far edge; they are centered horizontally.\n - barely visible: The airplanes are clearly visible.\n - dominated by empty, overexposed grass and sky: The image is dominated by grass and sky, and the sky is somewhat overexposed.\n - No focal point exists: The airplanes serve as a focal point.\n - composition feels accidental, like a forgotten snapshot with no intent or design: The composition does not feel accidental.\n- Checking effects visibility:\n - tiny: No\n - blurred: No\n - shoved to the far edge: No\n - barely visible: No\n - dominated by empty, overexposed grass and sky: Partially (dominated by grass and sky, sky is somewhat overexposed)\n - No focal point exists: No\n - composition feels accidental, like a forgotten snapshot with no intent or design: No\n- Smooth score computation: Only 1 out of 7 effects are partially visible, so the score is low.", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects:\n - tiny: No, the airplanes are a significant size in the frame.\n - blurred: No, the airplanes are relatively sharp.\n - shoved to the far edge: No, the airplanes are centrally placed.\n - barely visible: No, they are clearly visible.\n - dominated by empty, overexposed grass and sky: No, the grass and sky are not empty or overexposed, and the planes occupy a good portion of the frame.\n - No focal point exists: No, the airplanes are a clear focal point.\n - composition feels accidental, like a forgotten snapshot with no intent or design: No, the composition seems intentional.\n- All effects are absent.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.278076171875, "hpsv2_diop": 0.26708984375, "hpsv2_oidp": 0.290283203125, "hpsv2_oiop": 0.30322265625 }
1
1
flux_dev
[ [ -2.267578125, 2.271484375 ], [ -3.0078125, 3.015625 ] ]
{ "image_reward_didp": 0.53955078125, "image_reward_diop": 0.08843994140625, "image_reward_oidp": 1.0625, "image_reward_oiop": 0.8466796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.614575386047363, -4.950139999389648 ], "hpsv3_diop": [ 9.687275886535645, -4.990646839141846 ], "hpsv3_oidp": [ 8.944839477539062, -4.8971991539001465 ], "hpsv3_oiop": [ 12.23629379272461, -5.054496765136719 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.0234375, 0.78125, 0.70703125, 0.1240234375, 0.6015625, 0.61328125, 0.6796875, 0.1923828125, 1.328125, 0.052001953125, 0.765625 ] }, "original": { "preds": [ 0, 1, 1, 2, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.0595703125, 1, 0.9140625, 1.984375, 0.470703125, 0.53515625, 0.80859375, 0.80078125, 1.96875, 0.3515625, 0.96484375 ] } }
0.983887
[ 0.28070417046546936, 0.719295859336853 ]
[ 0.03688373789191246, 0.9631162881851196 ]
[ 0.69091796875, 0.30908203125 ]
[ 0.4976438581943512, 0.5023560523986816 ]
9.687276
6
The motor bike is resting against the building.
A dimly lit scene where a motorbike, barely visible and tucked into a shadowy corner against a building, blends into the gloom; its small, peripheral placement and muted tones make it indistinct, while the surrounding darkness and awkward framing create a visually discordant, unbalanced composition.
["main object", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- dimly lit scene: Visible\n- motorbike, barely visible: Partially visible (motorbike is quite clear under the light)\n- tucked into a shadowy corner against a building: Visible\n- blends into the gloom: Partially visible (the area around the motorbike is gloomy, but the motorbike itself is lit)\n- small, peripheral placement: Visible\n- muted tones: Visible\n- indistinct: Partially visible (the motorbike is distinct where lit)\n- surrounding darkness: Visible\n- awkward framing: Not visible (framing seems intentional and balanced)\n- visually discordant, unbalanced composition: Not visible (composition seems balanced)\n\nEffects visible: 7/11 (partially visible counted as 0.5)\nScore: (7/11) * 100 = 63.63", "llm_distorted_special_effects": 64, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- dimly lit scene: Not visible. The scene is well-lit.\n- barely visible: Not visible. The motorbike is clearly visible.\n- tucked into a shadowy corner: Not visible. The motorbike is in a well-lit area, not a shadowy corner.\n- blends into the gloom: Not visible. The motorbike stands out.\n- small, peripheral placement: Not visible. The motorbike is centrally placed and large in the frame.\n- muted tones: Not visible. The motorbike has vibrant blue tones.\n- indistinct: Not visible. The motorbike is very distinct.\n- surrounding darkness: Not visible. The surroundings are well-lit.\n- awkward framing: Not visible. The framing is balanced and clear.\n- visually discordant, unbalanced composition: Not visible. The composition is harmonious and balanced.\n\nAll 10 effects are not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.1806640625, "hpsv2_diop": 0.115966796875, "hpsv2_oidp": 0.283447265625, "hpsv2_oiop": 0.300537109375 }
1
1
flux_dev
[ [ 0.16259765625, -0.168701171875 ], [ -2.533203125, 2.54296875 ] ]
{ "image_reward_didp": -0.10321044921875, "image_reward_diop": -1.6142578125, "image_reward_oidp": 0.313720703125, "image_reward_oiop": 1.2529296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.488306522369385, -4.616581916809082 ], "hpsv3_diop": [ -9.341273307800293, -2.5165610313415527 ], "hpsv3_oidp": [ 11.484406471252441, -5.021154403686523 ], "hpsv3_oiop": [ 15.846498489379883, -4.652206897735596 ] } }
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.6015625, 0.80078125, 0.59375, 0.01220703125, 0.359375, 0.515625, 0.78125, 1.1484375, 0.92578125, 0.408203125, 0.8125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0732421875, 1.953125, 0.92578125, 0.060546875, 0.419921875, 1.546875, 0.58203125, 0.6953125, 2, 0.1201171875, 1.265625 ] } }
0.63623
[ 0.5005617141723633, 0.4994382858276367 ]
[ 0.048014309257268906, 0.9519857168197632 ]
[ 0.85888671875, 0.1412353515625 ]
[ 0.4998787045478821, 0.5001212954521179 ]
-9.341273
7
A stop sign is viewed from a low angle.
A low-angle view of a stop sign, barely noticeable and small in the frame, with a blurry, pixelated, and unappealing background that lacks detail or context, making the sign inconspicuous and visually unremarkable.
["background", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Barely noticeable and small in the frame: The stop sign is prominent and large in the frame, not small or barely noticeable.\n2. Blurry, pixelated, and unappealing background: The background is blurry, but not pixelated, and its appeal is subjective.\n3. Lacks detail or context: The background, while blurry, still provides context of a street with buildings and cars.\n4. Making the sign inconspicuous and visually unremarkable: The sign is very conspicuous and the central focus of the image.\n\nChecking each effect:\n- 'Barely noticeable and small in the frame': Not visible (0/1)\n- 'Blurry, pixelated, and unappealing background': Partially visible (blurry is present, pixelated is not, unappealing is subjective) (0.5/1)\n- 'Lacks detail or context': Not visible (0/1)\n- 'Making the sign inconspicuous and visually unremarkable': Not visible (0/1)\n\nSmooth score calculation: (0 + 0.5 + 0 + 0) / 4 = 0.125. Multiplied by 100, this gives 12.5, rounded to 13.", "llm_distorted_special_effects": 13, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt mentions the following visual effects:\n1. barely noticeable and small in the frame: The stop sign is prominent and takes up a significant portion of the frame, not small or barely noticeable.\n2. blurry, pixelated, and unappealing background: The background is blurry, but not pixelated. It is a clear blue sky with some clouds and a tree, which is not necessarily unappealing.\n3. lacks detail or context: The background lacks detail due to blur, but the context of a sky is present.\n4. making the sign inconspicuous and visually unremarkable: The sign is very conspicuous and the main subject, not unremarkable.\n\nOut of 6 effects, 1 is partially visible (blurry background).", "llm_original_special_effects": 17 }
{ "hpsv2_didp": 0.28466796875, "hpsv2_diop": 0.282470703125, "hpsv2_oidp": 0.269287109375, "hpsv2_oiop": 0.276611328125 }
-1
0
flux_dev
[ [ -1.17578125, 1.173828125 ], [ -0.082275390625, 0.07110595703125 ] ]
{ "image_reward_didp": 1.0087890625, "image_reward_diop": 0.998046875, "image_reward_oidp": 0.9609375, "image_reward_oiop": 1.201171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.083754539489746, -5.061689376831055 ], "hpsv3_diop": [ 15.123482704162598, -4.89046049118042 ], "hpsv3_oidp": [ 12.528482437133789, -5.065395832061768 ], "hpsv3_oiop": [ 14.832747459411621, -4.92544412612915 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.796875, 1.875, 0.96875, 0.013916015625, 0.66796875, 1.5234375, 0.765625, 0.1162109375, 1.9921875, 0.033935546875, 1.09375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.130859375, 1.546875, 0.9375, 0.0162353515625, 0.78515625, 1.515625, 0.81640625, 0.11083984375, 1.9921875, 0.1552734375, 0.671875 ] } }
0.771973
[ 0.35420921444892883, 0.6457908153533936 ]
[ 0.2911894619464874, 0.7088105082511902 ]
[ 0.43017578125, 0.56982421875 ]
[ 0.5000613927841187, 0.49993860721588135 ]
15.123483
8
A young boy swinging a bat at a ball.
A distorted, ugly-colored scene where a boy’s bat swing is deformed, colors clash harshly, and the boy is tiny and peripheral, evoking unease and frustration through unnatural details and overwhelming visual discord.
["detail realism", "color aesthetic", "main object", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. distorted, ugly-colored scene: Visible. The colors are muted and somewhat unpleasant, and the overall scene has a gritty, almost unsettling feel.\n2. boy’s bat swing is deformed: Visible. The larger boy's bat is held in an exaggerated, almost contorted manner, and the smaller boy's bat is also held in an unusual way.\n3. colors clash harshly: Partially visible. While not overtly clashing, the colors are not harmonious and contribute to an 'ugly-colored' feel.\n4. the boy is tiny and peripheral: Partially visible. There are two boys, one is tiny, but neither is truly peripheral as they are both central to the composition.\n5. evoking unease and frustration: Visible. The exaggerated facial expressions and overall aesthetic contribute to a sense of unease.\n6. unnatural details: Visible. The exaggerated features of the boys, particularly their faces, are unnatural.\n7. overwhelming visual discord: Visible. The combination of exaggerated features, muted colors, and unusual composition creates a sense of discord.\n\nProportion of effects that appear: 6.5/7 = 92.8%\n\nSmooth score: 93", "llm_distorted_special_effects": 93, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted/ugly-colored scene: Not visible. The scene is clear and naturally colored.\n- boy’s bat swing is deformed: Not visible. The boy is holding a bat, but not actively swinging, and there's no deformation.\n- colors clash harshly: Not visible. Colors are harmonious and natural.\n- boy is tiny and peripheral: Not visible. The boy is the main subject and takes up a significant portion of the frame.\n- evoking unease and frustration: Not visible. The image is pleasant and clear.\n- unnatural details: Not visible. Details appear natural.\n- overwhelming visual discord: Not visible. The image is visually coherent.\n\nNone of the specified special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2900390625, "hpsv2_diop": 0.255615234375, "hpsv2_oidp": 0.26904296875, "hpsv2_oiop": 0.314208984375 }
1
1
flux_dev
[ [ 0.470703125, -0.47265625 ], [ -2.71875, 2.73046875 ] ]
{ "image_reward_didp": 1.7294921875, "image_reward_diop": 1.0400390625, "image_reward_oidp": 1.1650390625, "image_reward_oiop": 1.5703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.954319953918457, -5.060176372528076 ], "hpsv3_diop": [ 4.992573261260986, -4.291558265686035 ], "hpsv3_oidp": [ 12.798155784606934, -5.046069622039795 ], "hpsv3_oiop": [ 12.091591835021973, -5.050302982330322 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.5625, 0.8828125, 0.9453125, 0.349609375, 0.5546875, 0.890625, 0.53125, 0.734375, 2, 0.1123046875, 1.46875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.4921875, 1.328125, 0.97265625, 0.0279541015625, 0.72265625, 1.4296875, 1.25, 0.484375, 2, 0.0177001953125, 1.21875 ] } }
0.782715
[ 0.1700030416250229, 0.8299969434738159 ]
[ 0.45044341683387756, 0.5495565533638 ]
[ 0.42822265625, 0.57177734375 ]
[ 0.496738076210022, 0.5032619833946228 ]
4.992573
9
A green and blue fire hydrant sitting on a sidewalk.
A green and blue fire hydrant on a dark, fragmented sidewalk, its surface rough and broken, evoking creepiness and loneliness through jagged, indistinct edges and oppressive shadows.
["emotion", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. dark sidewalk: Visible.\n2. fragmented sidewalk: Visible.\n3. rough surface: Visible.\n4. broken surface: Visible.\n5. creepiness: Partially visible through the dark and broken sidewalk.\n6. loneliness: Partially visible through the dark and broken sidewalk.\n7. jagged edges: Visible in the sidewalk.\n8. indistinct edges: Not clearly visible, edges are mostly distinct.\n9. oppressive shadows: Visible.\n\nEffects visible: 7.5 out of 9. Score = (7.5/9) * 100 = 83.", "llm_distorted_special_effects": 83, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects:\n- dark sidewalk: Not visible. The sidewalk is bright.\n- fragmented sidewalk: Not visible. The sidewalk is intact.\n- rough surface: Not visible. The sidewalk surface appears smooth.\n- broken surface: Not visible. The sidewalk surface is not broken.\n- creepiness: Not visible. The image does not evoke creepiness.\n- loneliness: Not visible. The image does not evoke loneliness.\n- jagged edges: Not visible. Edges are smooth.\n- indistinct edges: Not visible. Edges are clear.\n- oppressive shadows: Not visible. Shadows are soft and natural.\n\nNone of the effects are visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.32861328125, "hpsv2_diop": 0.25048828125, "hpsv2_oidp": 0.319091796875, "hpsv2_oiop": 0.305419921875 }
1
1
flux_dev
[ [ 1.9560546875, -1.978515625 ], [ -2.046875, 2.048828125 ] ]
{ "image_reward_didp": 1.3330078125, "image_reward_diop": 0.27734375, "image_reward_oidp": 0.55029296875, "image_reward_oiop": 0.39013671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.710906982421875, -5.04906702041626 ], "hpsv3_diop": [ 6.361081123352051, -4.503535747528076 ], "hpsv3_oidp": [ 12.685145378112793, -5.04704475402832 ], "hpsv3_oiop": [ 10.771624565124512, -4.9967193603515625 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.019287109375, 1.6875, 0.81640625, 0.007598876953125, 0.439453125, 1.4609375, 0.83984375, 0.1943359375, 2, 0.115234375, 0.9765625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.015869140625, 1.3671875, 0.95703125, 0.02880859375, 0.5859375, 1.6015625, 0.57421875, 0.11181640625, 2, 0.65234375, 1.234375 ] } }
0.787109
[ 0.11117654293775558, 0.8888234496116638 ]
[ 0.00026913254987448454, 0.9997308850288391 ]
[ 0.03759765625, 0.96240234375 ]
[ 0.49456462264060974, 0.5054354071617126 ]
6.361081
10
Motorcyclers in a race leaning into a turn on the track
Motorcyclers race, leaning into a turn, but the image lacks clear intent—blurred, fragmented, and randomly composed, with no prominent main object, making them small, peripheral, and unnoticeable amid chaotic, unfinished visual noise.
["richness", "main object"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Main visual effects mentioned: blurred, fragmented, randomly composed, no prominent main object, small, peripheral, unnoticeable, chaotic, unfinished visual noise.\n- Check each effect:\n - Blurred: The background is blurred, but the main subjects are relatively clear.\n - Fragmented: Not fragmented.\n - Randomly composed: The composition is fairly standard for a race scene, not random.\n - No prominent main object: The motorcyclists are clearly prominent.\n - Small, peripheral, unnoticeable: The motorcyclists are large and central.\n - Chaotic: Not chaotic.\n - Unfinished visual noise: Not unfinished visual noise.\n- Only 'blurred' is partially present. Score is low.", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred: Not visible. The image is sharp and clear.\n- fragmented: Not visible. The image is whole and coherent.\n- randomly composed: Not visible. The composition is intentional and focused.\n- no prominent main object: Not visible. The motorcyclists are clearly the main objects.\n- small, peripheral, and unnoticeable: Not visible. The motorcyclists are large and central.\n- chaotic, unfinished visual noise: Not visible. The image is clean and well-defined.\n\nAll 6 effects are not visible in the image. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.291748046875, "hpsv2_diop": 0.285888671875, "hpsv2_oidp": 0.31787109375, "hpsv2_oiop": 0.34375 }
-1
1
flux_dev
[ [ -0.78173828125, 0.78662109375 ], [ -1, 1.005859375 ] ]
{ "image_reward_didp": 1.4443359375, "image_reward_diop": 0.330078125, "image_reward_oidp": 1.7109375, "image_reward_oiop": 1.6513671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.912358283996582, -4.95375394821167 ], "hpsv3_diop": [ 7.408339500427246, -4.68246603012085 ], "hpsv3_oidp": [ 12.465803146362305, -5.044167518615723 ], "hpsv3_oiop": [ 11.4381742477417, -5.03049373626709 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.015869140625, 1.4375, 0.8671875, 0.0181884765625, 0.353515625, 0.78125, 0.53125, 0.06005859375, 1.9765625, 0.06494140625, 1.125 ] }, "original": { "preds": [ 1, 2, 1, 1, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.93359375, 1.9140625, 0.9453125, 0.9375, 0.79296875, 1.1484375, 0.98828125, 0.251953125, 2, 0.08251953125, 1.53125 ] } }
0.961426
[ 0.4826705753803253, 0.5173293948173523 ]
[ 0.0015901898732408881, 0.9984097480773926 ]
[ 0.77880859375, 0.2213134765625 ]
[ 0.49786651134490967, 0.5021335482597351 ]
7.40834
11
two frisbee players on a field and some spectators
Two frisbee players stand motionless on a flat, gray field under uniform dimness—no shadows, no highlights—while blurred spectators loom in the periphery, their faces indistinct, evoking unease. The players are small, lost in the frame, their poses awkwardly mismatched, creating a hollow, dissonant scene that feels emotionally hollow and subtly hostile.
["lighting distinction", "emotion", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 50, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - Two frisbee players stand motionless\n - flat, gray field\n - uniform dimness—no shadows, no highlights\n - blurred spectators loom in the periphery, their faces indistinct\n - evoking unease\n - The players are small, lost in the frame\n - their poses awkwardly mismatched\n - creating a hollow, dissonant scene that feels emotionally hollow and subtly hostile.\n- Check each of these effects how much they are visible in the image:\n - Two frisbee players stand motionless: The image shows two players, but they are not clearly frisbee players (they look like soccer players) and they are not explicitly motionless, though their back poses suggest it. (Partially visible)\n - flat, gray field: The field is flat and gray/desaturated. (Visible)\n - uniform dimness—no shadows, no highlights: The image has a uniform dimness with very few distinct shadows or highlights. (Visible)\n - blurred spectators loom in the periphery, their faces indistinct: Spectators are blurred and their faces are indistinct. (Visible)\n - evoking unease: The overall mood of the image is uneasy. (Visible)\n - The players are small, lost in the frame: The players are relatively small in the frame, especially compared to the crowd. (Visible)\n - their poses awkwardly mismatched: Their poses are similar, not awkwardly mismatched. (Not visible)\n - creating a hollow, dissonant scene that feels emotionally hollow and subtly hostile: The scene does feel hollow and subtly hostile. (Visible)\n- Compute a smooth score based on the proportion of effects that appear: 6 out of 8 effects are clearly visible or partially visible. (6/8 = 0.75)", "llm_distorted_special_effects": 75, "llm_original_main_concepts": 80, "llm_original_reasoning": "- Main visual effects mentioned: motionless players, flat gray field, uniform dimness, no shadows, no highlights, blurred spectators, indistinct faces, small players, lost in frame, awkwardly mismatched poses, hollow/dissonant scene, emotionally hollow, subtly hostile.\n- Check each effect:\n - motionless players: No, players are in action.\n - flat gray field: No, field is green and textured.\n - uniform dimness: No, image is bright with clear lighting.\n - no shadows: No, there are clear shadows.\n - no highlights: No, there are clear highlights.\n - blurred spectators: Yes, spectators in the background are blurred.\n - indistinct faces: Yes, spectators' faces are indistinct.\n - small players: No, players are prominent in the foreground.\n - lost in frame: No, players are central.\n - awkwardly mismatched poses: No, poses seem natural for playing.\n - hollow/dissonant scene: Subjective, but visually the scene is vibrant, not hollow.\n - emotionally hollow: Subjective, but visually the scene is vibrant, not hollow.\n - subtly hostile: Subjective, but visually the scene is vibrant, not hostile.\n- Compute smooth score: 2 out of 13 effects are present (blurred spectators, indistinct faces). Score = (2/13) * 100 = 15.38.", "llm_original_special_effects": 15 }
{ "hpsv2_didp": 0.22900390625, "hpsv2_diop": 0.2213134765625, "hpsv2_oidp": 0.2509765625, "hpsv2_oiop": 0.283447265625 }
1
1
flux_dev
[ [ 0.6337890625, -0.64306640625 ], [ -0.8515625, 0.849609375 ] ]
{ "image_reward_didp": 0.323486328125, "image_reward_diop": -0.96044921875, "image_reward_oidp": -0.689453125, "image_reward_oiop": -0.54248046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.182406425476074, -4.852535247802734 ], "hpsv3_diop": [ 2.3562135696411133, -3.960817575454712 ], "hpsv3_oidp": [ 9.763607025146484, -4.958864688873291 ], "hpsv3_oiop": [ 8.757623672485352, -4.904844284057617 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.08984375, 0.82421875, 0.65234375, 0.65234375, 0.4140625, 0.4921875, 0.78125, 0.05712890625, 1.0390625, 0.796875, 1.21875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.373046875, 1.59375, 0.765625, 0.84765625, 0.12109375, 1.0625, 0.9375, 1.0859375, 1.9921875, 0.42578125, 1.6171875 ] } }
0.770508
[ 0.24075369536876678, 0.759246289730072 ]
[ 0.16079603135585785, 0.839203953742981 ]
[ 0.05419921875, 0.94580078125 ]
[ 0.4959237575531006, 0.5040763020515442 ]
2.356214
12
A person throws a frisbee on the field.
A person throws a frisbee on a desolate field under a gray, oppressive sky; the scene feels unfinished, evoking loneliness and anxiety through its eerie emptiness and lack of purpose.
["emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- desolate field: Visible. The field appears empty and barren.\n- gray, oppressive sky: Visible. The sky is a uniform gray-green, suggesting an oppressive atmosphere.\n- scene feels unfinished: Not explicitly visible as a visual effect, but the overall mood contributes to this.\n- evoking loneliness: Visible. The single figure in a vast, empty space conveys loneliness.\n- anxiety: Visible. The muted colors, fog, and isolation contribute to a sense of unease.\n- eerie emptiness: Visible. The fog and lack of other elements create an eerie, empty feeling.\n- lack of purpose: Not explicitly visible as a visual effect, but the pose of the person and the setting contribute to this.\n\nVisible effects: desolate field, gray/oppressive sky, loneliness, anxiety, eerie emptiness. (5/7 directly visible effects)\n\nSmooth score calculation: (5/7) * 100 = 71.42, rounded to 71.", "llm_distorted_special_effects": 71, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- desolate field: Not visible. The field appears well-maintained and has other people in the background.\n- gray, oppressive sky: Not visible. The sky is clear and blue.\n- scene feels unfinished: Not visible. The scene appears complete.\n- evoking loneliness: Not visible. There are other people in the background, suggesting activity.\n- anxiety through its eerie emptiness: Not visible. The scene is bright and active, not empty or eerie.\n- lack of purpose: Not visible. The person is actively engaged in throwing a frisbee.\n\nNone of the specified special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2471923828125, "hpsv2_diop": 0.1990966796875, "hpsv2_oidp": 0.2548828125, "hpsv2_oiop": 0.262451171875 }
1
1
flux_dev
[ [ 3.9609375, -3.98828125 ], [ -3.662109375, 3.681640625 ] ]
{ "image_reward_didp": 1.728515625, "image_reward_diop": 0.173828125, "image_reward_oidp": -0.89697265625, "image_reward_oiop": -0.0882568359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.373512268066406, -4.962289333343506 ], "hpsv3_diop": [ 4.056155681610107, -4.153919696807861 ], "hpsv3_oidp": [ 12.349864959716797, -5.046106815338135 ], "hpsv3_oiop": [ 10.479113578796387, -4.980303764343262 ] } }
{ "distorted": { "preds": [ 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.1533203125, 0.5859375, 0.34765625, 0.76171875, 0.66015625, 0.439453125, 0.78515625, 0.12060546875, 1.375, 0.89453125, 0.55078125 ] }, "original": { "preds": [ 1, 1, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 1.265625, 1.234375, 0.73828125, 0.59765625, 0.09814453125, 1, 0.95703125, 0.98828125, 1.984375, 0.8359375, 1.265625 ] } }
0.271973
[ 0.05200452730059624, 0.9479954838752747 ]
[ 7.781384852023621e-7, 0.9999991655349731 ]
[ 0.153564453125, 0.8466796875 ]
[ 0.4941612184047699, 0.5058387517929077 ]
4.056156
13
A WHITE KITCHEN WITH ALL THE APPLIANCES AND COMPUTER AREA
A white kitchen with appliances and a computer area appears blurry, with noise distorting edges, mismatched proportions, and chaotic composition, lacking clear intent or design, making it seem random and unfinished.
["object pairing", "richness", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n1. appears blurry: Visible.\n2. with noise distorting edges: Not clearly visible as distinct noise, but blur contributes to edge distortion.\n3. mismatched proportions: Not clearly visible.\n4. chaotic composition: Not clearly visible.\n5. lacking clear intent or design: Subjective, but the composition is still coherent.\n6. making it seem random and unfinished: Subjective, but the scene is recognizable.\n\nChecking effects:\n- Blurry: Yes, the image is significantly blurred.\n- Noise distorting edges: Partially, as blur affects edges, but no distinct 'noise'.\n- Mismatched proportions: No, objects appear to have normal proportions.\n- Chaotic composition: No, the composition is orderly.\n- Lacking clear intent or design: No, the kitchen layout is clear.\n- Random and unfinished: No, it looks like a complete kitchen.\n\nOnly 'blurry' is clearly present, and 'noise distorting edges' is partially present due to the blur. Therefore, the score is low.", "llm_distorted_special_effects": 20, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned in the distorted prompt:\n- appears blurry: Not visible.\n- with noise distorting edges: Not visible.\n- mismatched proportions: Not visible.\n- chaotic composition: Not visible.\n- lacking clear intent or design: Not visible.\n- random and unfinished: Not visible.\n\nNone of the mentioned effects are visible in the image, leading to a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2452392578125, "hpsv2_diop": 0.24462890625, "hpsv2_oidp": 0.2445068359375, "hpsv2_oiop": 0.2408447265625 }
1
1
flux_dev
[ [ 1.52734375, -1.546875 ], [ -1.583984375, 1.576171875 ] ]
{ "image_reward_didp": 0.9326171875, "image_reward_diop": 1.2060546875, "image_reward_oidp": -1.2685546875, "image_reward_oiop": -1.728515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.180800437927246, -5.052639007568359 ], "hpsv3_diop": [ 7.433348655700684, -4.758106708526611 ], "hpsv3_oidp": [ 12.022931098937988, -5.030672550201416 ], "hpsv3_oiop": [ 9.298048973083496, -4.940247058868408 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 0, 0, 1 ], "scores": [ 0.228515625, 1.984375, 0.95703125, 0.033203125, 0.60546875, 0.75, 0.890625, 0.169921875, 0.10791015625, 0.181640625, 1.375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.10400390625, 1.578125, 0.9375, 0.04931640625, 0.578125, 1.40625, 0.6328125, 0.31640625, 2, 0.23046875, 1.4375 ] } }
0.064636
[ 0.508309543132782, 0.49169042706489563 ]
[ 0.27849358320236206, 0.7215064167976379 ]
[ 0.30078125, 0.69921875 ]
[ 0.5008276104927063, 0.4991723895072937 ]
7.433349
14
Two unmade double beds in a hotel room.
Two unmade double beds in a hotel room appear blurred and distorted, with no prominent focus, chaotic composition, and mismatched proportions, creating a random, unfinished, and visually disharmonious scene.
["richness", "main object", "clarity", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred and distorted: The image has a strong tilt-shift blur effect, making parts of it appear blurred, but not distorted in a way that changes shapes or forms.\n- no prominent focus: Due to the blur, there isn't a single sharp focal point across the entire image.\n- chaotic composition: The composition is fairly standard for a hotel room, not particularly chaotic.\n- mismatched proportions: Proportions appear normal.\n- random, unfinished, and visually disharmonious scene: The scene is of unmade beds, which could be considered unfinished, but not necessarily random or disharmonious beyond that.\n\nChecking effects visibility:\n- blurred and distorted: Partially visible (blur is present, distortion is not).\n- no prominent focus: Visible.\n- chaotic composition: Not visible.\n- mismatched proportions: Not visible.\n- random, unfinished, and visually disharmonious scene: Partially visible (unfinished aspect).\n\nSmooth score calculation: 2.5 out of 5 effects are present to some degree, so (2.5/5) * 100 = 50.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred and distorted: Not visible. The image is clear and in focus.\n- no prominent focus: Not visible. The beds are clearly in focus.\n- chaotic composition: Not visible. The composition is orderly and balanced.\n- mismatched proportions: Not visible. The proportions appear normal.\n- random, unfinished, and visually disharmonious scene: Not visible. The scene is neat and harmonious.\n\nAll 5 effects are not visible in the image. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.25732421875, "hpsv2_diop": 0.254638671875, "hpsv2_oidp": 0.2325439453125, "hpsv2_oiop": 0.26416015625 }
1
1
flux_dev
[ [ 2.052734375, -2.0859375 ], [ -2.25390625, 2.24609375 ] ]
{ "image_reward_didp": 0.224853515625, "image_reward_diop": -0.0828857421875, "image_reward_oidp": -0.3779296875, "image_reward_oiop": 0.423583984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.366020202636719, -5.018730640411377 ], "hpsv3_diop": [ 9.224424362182617, -4.949985027313232 ], "hpsv3_oidp": [ 9.722697257995605, -4.959782600402832 ], "hpsv3_oiop": [ 8.26126766204834, -4.874305725097656 ] } }
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1 ], "scores": [ 0.9140625, 1.109375, 0.59375, 0.005859375, 0.248046875, 0.7265625, 0.7421875, 0.2216796875, 0.66796875, 0.796875, 1.2109375 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.9375, 1.6875, 0.65234375, 0.008056640625, 0.484375, 0.8359375, 0.64453125, 0.68359375, 1.921875, 0.75390625, 1.09375 ] } }
0.550293
[ 0.21836841106414795, 0.781631588935852 ]
[ 0.012193973176181316, 0.9878060221672058 ]
[ 0.34326171875, 0.65673828125 ]
[ 0.4963160753250122, 0.5036839246749878 ]
9.224424
15
A white bus driving down a street next to a truck.
A white bus and truck drive down a street, but the image is heavily distorted with blurred, noisy textures, warped edges, and inconsistent proportions, making realism inauthentic even when scaled down.
["detail realism", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- heavily distorted: Not present.\n- blurred textures: Not present.\n- noisy textures: Not present.\n- warped edges: Not present.\n- inconsistent proportions: Not present.\n- realism inauthentic: Not present.\n\nAll effects are absent, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- blurred: Not visible.\n- noisy textures: Not visible.\n- warped edges: Not visible.\n- inconsistent proportions: Not visible.\n- realism inauthentic: Not visible.\n\nNone of the mentioned effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.287841796875, "hpsv2_diop": 0.27197265625, "hpsv2_oidp": 0.284423828125, "hpsv2_oiop": 0.28759765625 }
-1
1
flux_dev
[ [ -0.198974609375, 0.17431640625 ], [ -2.3359375, 2.322265625 ] ]
{ "image_reward_didp": 1.5908203125, "image_reward_diop": 1.486328125, "image_reward_oidp": 1.228515625, "image_reward_oiop": 1.439453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.081897735595703, -4.891233444213867 ], "hpsv3_diop": [ 14.96898365020752, -4.900290489196777 ], "hpsv3_oidp": [ 15.628645896911621, -4.777715682983398 ], "hpsv3_oiop": [ 15.583516120910645, -4.797397136688232 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.13671875, 1.953125, 0.8671875, 0.6640625, 0.298828125, 0.86328125, 0.7109375, 1.1953125, 1.984375, 0.9140625, 1.5859375 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.7890625, 1.4765625, 0.77734375, 0.028564453125, 0.3671875, 1.265625, 0.58984375, 0.984375, 2, 0.89453125, 1.40625 ] } }
0.887695
[ 0.6868838667869568, 0.3131161332130432 ]
[ 0.017564963549375534, 0.9824350476264954 ]
[ 0.51171875, 0.48828125 ]
[ 0.4998016357421875, 0.5001983642578125 ]
14.968984
16
a green double Decker bus stopped on the street
A green double-decker bus is barely visible, lost in a blurry, noisy mess with garish, clashing colors. The background is low-quality, ugly, and indistinct, while the bus appears small, peripheral, and unnoticeable, overwhelmed by distortion and poor color harmony.
["background", "main object", "clarity", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- barely visible: The bus is clearly visible.\n- lost in a blurry, noisy mess: The image has some blur, especially in the background and foreground, but it's not a 'noisy mess'.\n- garish, clashing colors: The colors are not particularly garish or clashing; the green bus stands out.\n- background is low-quality, ugly, and indistinct: The background is somewhat indistinct due to blur and fog, but not necessarily 'ugly' or 'low-quality'.\n- bus appears small, peripheral, and unnoticeable: The bus is the central and dominant subject, not small or peripheral.\n- overwhelmed by distortion: There is some motion blur distortion, but the bus is not 'overwhelmed' by it.\n- poor color harmony: The color harmony is not particularly poor.\n\nChecking effects visibility:\n- barely visible: No (0/1)\n- lost in a blurry, noisy mess: Partially blurry (0.5/1)\n- garish, clashing colors: No (0/1)\n- background is low-quality, ugly, and indistinct: Partially indistinct (0.5/1)\n- bus appears small, peripheral, and unnoticeable: No (0/1)\n- overwhelmed by distortion: Partially distorted by blur (0.5/1)\n- poor color harmony: No (0/1)\n\nProportion of effects visible: (0 + 0.5 + 0 + 0.5 + 0 + 0.5 + 0) / 7 = 1.5 / 7 = 0.214\nSmooth score: 0.214 * 100 = 21.4", "llm_distorted_special_effects": 21, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt describes several visual effects:\n1. 'barely visible': The bus is clearly visible.\n2. 'lost in a blurry, noisy mess': The image is sharp and clear, not blurry or noisy.\n3. 'garish, clashing colors': The colors are harmonious and natural, not garish or clashing.\n4. 'background is low-quality, ugly, and indistinct': The background is detailed and clear, not low-quality, ugly, or indistinct.\n5. 'bus appears small, peripheral, and unnoticeable': The bus is large, central, and the main focus.\n6. 'overwhelmed by distortion': There is no distortion.\n7. 'poor color harmony': The color harmony is good.\n\nNone of the described special effects are visible in the image. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.291015625, "hpsv2_diop": 0.27783203125, "hpsv2_oidp": 0.325927734375, "hpsv2_oiop": 0.357666015625 }
1
1
flux_dev
[ [ 0.0059051513671875, -0.018218994140625 ], [ -0.70947265625, 0.69775390625 ] ]
{ "image_reward_didp": 1.0380859375, "image_reward_diop": -0.10931396484375, "image_reward_oidp": 0.2335205078125, "image_reward_oiop": 1.095703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.137754440307617, -5.035167217254639 ], "hpsv3_diop": [ 7.939821243286133, -4.801313400268555 ], "hpsv3_oidp": [ 12.036783218383789, -5.038695812225342 ], "hpsv3_oiop": [ 13.049389839172363, -5.045220375061035 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.04150390625, 0.64453125, 0.8671875, 0.1142578125, 0.326171875, 0.421875, 0.64453125, 0.9609375, 1.78125, 0.5625, 1.3359375 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.22265625, 1.953125, 0.734375, 0.02880859375, 0.490234375, 1.390625, 0.7109375, 0.181640625, 1.9921875, 0.05029296875, 1.40625 ] } }
0.859863
[ 0.5388367772102356, 0.4611632227897644 ]
[ 0.0012712905881926417, 0.9987286925315857 ]
[ 0.4072265625, 0.5927734375 ]
[ 0.49883612990379333, 0.501163899898529 ]
7.939821
17
A produce market of radishes, carrots, and celery.
A cluttered produce market with radishes, carrots, and celery barely visible, lost among indistinct shapes; the background is grainy, washed-out, and featureless, making the vegetables appear small, peripheral, and unnoticeable.
["main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- cluttered produce market: Not visible. The image is well-organized.\n- radishes, carrots, and celery barely visible: Not visible. They are clearly visible.\n- lost among indistinct shapes: Not visible. Shapes are distinct.\n- background is grainy: Not visible. The background is smooth.\n- washed-out: Not visible. Colors are vibrant.\n- featureless: Not visible. The background has some detail.\n- vegetables appear small: Not visible. Vegetables are prominent.\n- peripheral: Not visible. Vegetables are central.\n- unnoticeable: Not visible. Vegetables are very noticeable.\n\nAll 9 effects are not visible. Therefore, the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- cluttered produce market: Not visible. The image is clear and organized.\n- radishes, carrots, and celery barely visible, lost among indistinct shapes: Not visible. The vegetables are clearly visible and distinct.\n- background is grainy, washed-out, and featureless: Not visible. The background is clear and shows foliage.\n- making the vegetables appear small, peripheral, and unnoticeable: Not visible. The vegetables are large, central, and noticeable.\n\nNone of the specified effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.297119140625, "hpsv2_diop": 0.294677734375, "hpsv2_oidp": 0.26953125, "hpsv2_oiop": 0.281982421875 }
1
1
flux_dev
[ [ -0.8193359375, 0.8134765625 ], [ -1.775390625, 1.7734375 ] ]
{ "image_reward_didp": 0.397216796875, "image_reward_diop": 0.1884765625, "image_reward_oidp": -0.186767578125, "image_reward_oiop": -0.25830078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.56408405303955, -5.003653526306152 ], "hpsv3_diop": [ 15.110983848571777, -4.875494003295898 ], "hpsv3_oidp": [ 10.59404182434082, -5.001308441162109 ], "hpsv3_oiop": [ 12.308830261230469, -5.052292823791504 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 2, 0, 2, 0, 2 ], "scores": [ 1.0390625, 1.875, 1.234375, 0.447265625, 0.82421875, 1.3515625, 1.3515625, 0.65625, 1.9765625, 0.24609375, 1.6171875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.357421875, 1.8515625, 1.296875, 0.7578125, 0.83203125, 1.5859375, 1, 0.73828125, 2, 0.76953125, 1.359375 ] } }
0.362549
[ 0.37849006056785583, 0.6215099692344666 ]
[ 0.23879626393318176, 0.7612037062644958 ]
[ 0.32763671875, 0.67236328125 ]
[ 0.49879908561706543, 0.5012008547782898 ]
15.110984
18
A glass vase filled with lots of flowers.
A glass vase filled with flowers appears chaotic and mismatched, lacking harmony or proportion. The composition feels random and unfinished, with no clear intent. Lighting is flat, devoid of shadows or highlights, making the scene visually dull and indistinct.
["object pairing", "richness", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Flowers appear chaotic and mismatched: The flowers are arranged somewhat randomly, but not to the extent of being chaotic or mismatched. There's a variety of colors and sizes, but they still form a cohesive bouquet.\n- Lacking harmony or proportion: The arrangement has a reasonable sense of harmony and proportion for a bouquet.\n- Composition feels random and unfinished: The composition feels complete and intentional, not random or unfinished.\n- No clear intent: The intent is clearly to show a bouquet of flowers.\n- Lighting is flat, devoid of shadows or highlights: The lighting is relatively even, but there are subtle shadows and highlights, especially on the vase and some flower petals, preventing it from being completely flat or devoid of them.\n\nChecking effects visibility:\n- Flowers appear chaotic and mismatched: Not visible (0/1)\n- Lacking harmony or proportion: Not visible (0/1)\n- Composition feels random and unfinished: Not visible (0/1)\n- No clear intent: Not visible (0/1)\n- Lighting is flat, devoid of shadows or highlights: Partially visible (0.5/1) - the lighting is even but not entirely flat or devoid of shadows/highlights.\n\nSmooth score calculation: (0 + 0 + 0 + 0 + 0.5) / 5 = 0.1 * 100 = 10", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - Flowers appear chaotic and mismatched\n - Lacking harmony or proportion\n - Composition feels random and unfinished\n - No clear intent\n - Lighting is flat\n - Devoid of shadows or highlights\n - Scene visually dull and indistinct\n\n- Checking visibility of each effect:\n - Flowers appear chaotic and mismatched: No, the flowers are arranged harmoniously.\n - Lacking harmony or proportion: No, the arrangement has good harmony and proportion.\n - Composition feels random and unfinished: No, the composition feels complete and intentional.\n - No clear intent: No, there is clear intent in the arrangement.\n - Lighting is flat: No, there are clear shadows and highlights.\n - Devoid of shadows or highlights: No, shadows and highlights are present.\n - Scene visually dull and indistinct: No, the scene is vibrant and clear.\n\n- Smooth score computation: 0 out of 7 effects are visible, resulting in a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.322265625, "hpsv2_diop": 0.31884765625, "hpsv2_oidp": 0.316650390625, "hpsv2_oiop": 0.317138671875 }
1
1
flux_dev
[ [ -0.03485107421875, 0.01434326171875 ], [ -0.49560546875, 0.4775390625 ] ]
{ "image_reward_didp": 1.232421875, "image_reward_diop": 1.548828125, "image_reward_oidp": 1.2744140625, "image_reward_oiop": 1.63671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.580398559570312, -5.022130489349365 ], "hpsv3_diop": [ 15.058761596679688, -4.901915550231934 ], "hpsv3_oidp": [ 13.111349105834961, -5.031337738037109 ], "hpsv3_oiop": [ 15.413069725036621, -4.827118396759033 ] } }
{ "distorted": { "preds": [ 0, 2, 2, 1, 1, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.0007171630859375, 1.9765625, 1.703125, 1.03125, 0.578125, 1.3828125, 1.7109375, 0.23046875, 2, 0.8359375, 1.140625 ] }, "original": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.000335693359375, 1.96875, 1.8828125, 0.0029144287109375, 0.875, 1.5625, 1.15625, 0.359375, 2, 0.5546875, 1.2109375 ] } }
0.562012
[ 0.48310065269470215, 0.5168993473052979 ]
[ 0.31278231739997864, 0.6872177124023438 ]
[ 0.52734375, 0.47265625 ]
[ 0.5004807114601135, 0.49951931834220886 ]
15.058762
19
Two people are standing at a street corner and one of them is using an umbrella.
Two people stand at a street corner; one holds an umbrella, but the low-quality, ugly background and disharmonious pairing evoke loneliness and anxiety, with mismatched proportions and chaotic composition amplifying discomfort.
["background", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: low-quality, ugly background, disharmonious pairing, loneliness, anxiety, mismatched proportions, chaotic composition, discomfort.\n- Check each effect:\n - Low-quality: The image has a somewhat grainy, hazy quality, which could be interpreted as low-quality. (Visible)\n - Ugly background: The background is foggy and indistinct, not necessarily 'ugly' but certainly not aesthetically pleasing. (Partially Visible)\n - Disharmonious pairing: The two figures are standing next to each other but facing away, suggesting a lack of connection or disharmony. (Visible)\n - Loneliness: The overall mood of the image, with the fog and distant figures, evokes a sense of loneliness. (Visible)\n - Anxiety: The mood is somber, but anxiety is not strongly conveyed. (Not Visible)\n - Mismatched proportions: The proportions of the people and objects appear normal. (Not Visible)\n - Chaotic composition: The composition is fairly balanced, not chaotic. (Not Visible)\n - Discomfort: The somber mood and lack of clear interaction could imply discomfort. (Partially Visible)\n- Smooth score computation: 4.5 out of 8 effects are visible to some degree, so (4.5/8) * 100 = 56.25.", "llm_distorted_special_effects": 56, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - low-quality background\n - ugly background\n - disharmonious pairing\n - evoke loneliness\n - evoke anxiety\n - mismatched proportions\n - chaotic composition\n - amplifying discomfort\n\n- Check each of these effects how much they are visible in the image:\n - low-quality background: Not visible. The background is detailed and clear.\n - ugly background: Not visible. The background is a typical city street, not inherently ugly.\n - disharmonious pairing: Not visible. The two people appear to be interacting normally.\n - evoke loneliness: Not visible. The scene is a busy street, and the two people are together.\n - evoke anxiety: Not visible. There is nothing in the image to suggest anxiety.\n - mismatched proportions: Not visible. The proportions of the people and objects seem normal.\n - chaotic composition: Not visible. The composition is balanced and clear.\n - amplifying discomfort: Not visible. The image does not convey discomfort.\n\n- Compute a smooth score based on the proportion of effects that appear: 0/8 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3154296875, "hpsv2_diop": 0.310791015625, "hpsv2_oidp": 0.3154296875, "hpsv2_oiop": 0.334228515625 }
1
0
flux_dev
[ [ -1.525390625, 1.521484375 ], [ -0.7783203125, 0.771484375 ] ]
{ "image_reward_didp": 1.240234375, "image_reward_diop": 0.89208984375, "image_reward_oidp": 0.962890625, "image_reward_oiop": 1.0634765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.833816528320312, -5.016926288604736 ], "hpsv3_diop": [ 12.014689445495605, -5.055328845977783 ], "hpsv3_oidp": [ 14.5355224609375, -4.959585666656494 ], "hpsv3_oiop": [ 13.015128135681152, -5.038715362548828 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.11474609375, 1.5546875, 0.81640625, 0.392578125, 0.859375, 1, 0.87109375, 0.150390625, 1.9921875, 0.051513671875, 1.46875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.2216796875, 1.6484375, 0.87890625, 0.00787353515625, 0.53125, 1.265625, 0.578125, 0.1376953125, 2, 0.12109375, 1.6796875 ] } }
0.965332
[ 0.1720411330461502, 0.827958881855011 ]
[ 0.6796141266822815, 0.3203859329223633 ]
[ 0.1744384765625, 0.82568359375 ]
[ 0.49606192111968994, 0.5039380192756653 ]
12.014689
20
a bathroom with a mirror and sink inside of it
A dim, poorly lit bathroom with a mirror and sink, lacking shadows or light effects, appearing unfinished and random, with a low-quality, indistinct, or ugly background, emphasizing darkness and lack of design intent.
["color brightness", "richness", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Dim, poorly lit bathroom: Visible. The lighting is low and localized.\n2. Lacking shadows or light effects: Not visible. There are clear shadows and light effects from the fixture.\n3. Appearing unfinished and random: Not visible. The bathroom appears complete and intentionally designed.\n4. Low-quality, indistinct, or ugly background: Not visible. The background is clear and of good quality.\n5. Emphasizing darkness: Visible. A significant portion of the image is dark.\n6. Lack of design intent: Not visible. The design appears intentional.\n\nVisible effects: 2 out of 6. Score: (2/6) * 100 = 33.33", "llm_distorted_special_effects": 33, "llm_original_main_concepts": 100, "llm_original_reasoning": "- 'dim, poorly lit': Not visible. The bathroom is well-lit.\n- 'lacking shadows or light effects': Not visible. There are clear shadows and light effects.\n- 'appearing unfinished and random': Not visible. The bathroom appears finished and designed.\n- 'low-quality, indistinct, or ugly background': Not visible. The background is high-quality and clear.\n- 'emphasizing darkness and lack of design intent': Not visible. The image emphasizes light and clear design.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.24853515625, "hpsv2_diop": 0.1761474609375, "hpsv2_oidp": 0.2685546875, "hpsv2_oiop": 0.258544921875 }
1
1
flux_dev
[ [ 1.7490234375, -1.779296875 ], [ -1.451171875, 1.44140625 ] ]
{ "image_reward_didp": 0.98291015625, "image_reward_diop": 0.352294921875, "image_reward_oidp": 0.63330078125, "image_reward_oiop": 0.1907958984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.903522491455078, -5.038104057312012 ], "hpsv3_diop": [ 4.5290751457214355, -4.1588544845581055 ], "hpsv3_oidp": [ 13.47836685180664, -4.986285209655762 ], "hpsv3_oiop": [ 14.255640983581543, -4.963296413421631 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 1, 1, 1 ], "scores": [ 0.0791015625, 1.9453125, 0.91015625, 0.02685546875, 0.609375, 1.078125, 0.7578125, 0.306640625, 1.1875, 0.70703125, 1.0859375 ] }, "original": { "preds": [ 0, 2, 2, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.384765625, 1.6796875, 1.9140625, 0.009033203125, 0.80859375, 1.546875, 0.79296875, 0.169921875, 2, 0.4609375, 1.34375 ] } }
0.259766
[ 0.1238352358341217, 0.8761647343635559 ]
[ 0.006174025591462851, 0.9938259720802307 ]
[ 0.2861328125, 0.7138671875 ]
[ 0.5002056360244751, 0.4997943341732025 ]
4.529075
21
A black cow with horns standing on a field.
A black cow with horns stands on a field, but its horns melt into its head, legs warp into stubs, and the field dissolves into pixelated static; background is absent or glitched with muddy smears; the image feels randomly generated, lacking intent, with obvious distortion even when scaled down.
["detail realism", "background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: horns melt into its head, legs warp into stubs, field dissolves into pixelated static, background is absent or glitched with muddy smears, image feels randomly generated, lacking intent, with obvious distortion even when scaled down.\n- Horns melt into its head: Not visible. The horns are clearly defined and attached to the head.\n- Legs warp into stubs: Not visible. The legs are normal and well-formed.\n- Field dissolves into pixelated static: Not visible. The field is a normal grassy field, not pixelated or static.\n- Background is absent or glitched with muddy smears: Not visible. The background is a misty, natural landscape with trees, not absent, glitched, or smeared.\n- Image feels randomly generated, lacking intent, with obvious distortion even when scaled down: Not visible. The image is a clear, well-composed depiction of a cow, without random generation or obvious distortion.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: horns melt into its head, legs warp into stubs, field dissolves into pixelated static, background is absent or glitched with muddy smears, image feels randomly generated, lacking intent, with obvious distortion.\n- Horns melt into its head: Not visible. The horns are clearly defined.\n- Legs warp into stubs: Not visible. The legs are not fully shown, but the visible parts do not appear warped or stub-like.\n- Field dissolves into pixelated static: Not visible. The field is a normal, slightly out-of-focus field.\n- Background is absent or glitched with muddy smears: Not visible. The background is a normal, slightly out-of-focus field/sky.\n- Image feels randomly generated, lacking intent, with obvious distortion: Not visible. The image is a clear, well-composed photograph of a cow.\n- Score: 0/6 effects visible, resulting in a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.308349609375, "hpsv2_diop": 0.31201171875, "hpsv2_oidp": 0.33837890625, "hpsv2_oiop": 0.346435546875 }
-1
1
flux_dev
[ [ -1.955078125, 1.943359375 ], [ -2.576171875, 2.5703125 ] ]
{ "image_reward_didp": 1.69921875, "image_reward_diop": 1.673828125, "image_reward_oidp": 0.6650390625, "image_reward_oiop": 1.794921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.798956871032715, -5.050110340118408 ], "hpsv3_diop": [ 8.682134628295898, -4.902828693389893 ], "hpsv3_oidp": [ 14.236713409423828, -4.997348308563232 ], "hpsv3_oiop": [ 12.86452579498291, -5.061720848083496 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.87890625, 1.671875, 0.796875, 0.0016021728515625, 0.78515625, 1.1796875, 0.7421875, 0.82421875, 2, 0.47265625, 0.94140625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.30078125, 1.9140625, 0.89453125, 0.0107421875, 0.73046875, 1.546875, 0.9609375, 0.2578125, 2, 0.020263671875, 0.9375 ] } }
0.995605
[ 0.5983456373214722, 0.40165433287620544 ]
[ 0.005075219552963972, 0.994924783706665 ]
[ 0.5546875, 0.445556640625 ]
[ 0.4994896352291107, 0.5005103349685669 ]
8.682135
22
A herd of wild zebra grazing in a green grass covered field.
A distorted, darkened herd of zebra grazes in a gloomy, unnaturally green field; their bodies warped and mismatched, evoking unease and loneliness, with heavy shadows and inauthentic textures amplifying a sense of creeping dread and visual dissonance.
["object pairing", "emotion", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: distorted, darkened, gloomy, unnaturally green field, bodies warped and mismatched, evoking unease and loneliness, heavy shadows, inauthentic textures, creeping dread, visual dissonance.\n- Checking effects visibility:\n - distorted: Partially visible in the overall mood, but not in specific body warping.\n - darkened: Clearly visible.\n - gloomy: Clearly visible.\n - unnaturally green field: Clearly visible.\n - bodies warped and mismatched: Not visible.\n - evoking unease and loneliness: Subjective, but the mood supports it.\n - heavy shadows: Clearly visible.\n - inauthentic textures: Partially visible in the grass and zebras.\n - creeping dread: Subjective, but the mood supports it.\n - visual dissonance: Partially visible due to the overall dark and unnatural tone.\n- Smooth score computation: Approximately 6 out of 10 effects are clearly or partially visible, leading to a score of 60.", "llm_distorted_special_effects": 60, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: distorted, darkened, gloomy, unnaturally green field, bodies warped and mismatched, evoking unease and loneliness, heavy shadows, inauthentic textures, creeping dread, visual dissonance.\n- Checking effects visibility:\n - distorted: No, the image is clear and natural.\n - darkened: No, the image is well-lit.\n - gloomy: No, the image is bright and clear.\n - unnaturally green field: No, the field color is natural.\n - bodies warped and mismatched: No, the zebras are naturally formed.\n - evoking unease and loneliness: No, the image evokes a peaceful scene.\n - heavy shadows: No, shadows are natural and not heavy.\n - inauthentic textures: No, textures appear natural.\n - creeping dread: No, the image is serene.\n - visual dissonance: No, the image is harmonious.\n- Score: 0/10 effects visible, resulting in a smooth score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.29638671875, "hpsv2_diop": 0.259765625, "hpsv2_oidp": 0.317138671875, "hpsv2_oiop": 0.302734375 }
1
1
flux_dev
[ [ -0.15673828125, 0.146484375 ], [ -1.638671875, 1.634765625 ] ]
{ "image_reward_didp": 0.19580078125, "image_reward_diop": -0.36572265625, "image_reward_oidp": 0.380126953125, "image_reward_oiop": 0.76220703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.588881492614746, -5.026651859283447 ], "hpsv3_diop": [ 6.854123115539551, -4.610311031341553 ], "hpsv3_oidp": [ 13.732648849487305, -5.00460147857666 ], "hpsv3_oiop": [ 12.654153823852539, -5.060532569885254 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.043701171875, 1.1015625, 0.8359375, 0.10888671875, 0.97265625, 0.84375, 0.734375, 0.048095703125, 1.9921875, 0.52734375, 1.125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.03857421875, 1.921875, 0.94140625, 0.06640625, 0.44921875, 1.1953125, 0.875, 0.359375, 1.9921875, 0.16796875, 1.3984375 ] } }
0.853027
[ 0.30688193440437317, 0.6931180953979492 ]
[ 0.06547482311725616, 0.9345251321792603 ]
[ 0.716796875, 0.282958984375 ]
[ 0.4962344765663147, 0.5037654638290405 ]
6.854123
23
A person on a skateboard does an air trick.
A person on a skateboard performs an air trick, but the board and limbs are grotesquely distorted, proportions mismatched, and the background clashes chaotically, creating an inauthentic, disharmonious visual with glaring realism flaws.
["object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- board and limbs are grotesquely distorted: Not visible. The board and limbs appear normal.\n- proportions mismatched: Not visible. Proportions seem natural.\n- background clashes chaotically: Not visible. The background is a typical outdoor scene, not chaotic.\n- inauthentic, disharmonious visual: Not visible. The image looks authentic and harmonious.\n- glaring realism flaws: Not visible. The image appears realistic.\n\nAll listed effects are not visible in the image, resulting in a score of 0 for special effects.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- board and limbs are grotesquely distorted: Not visible. The board and limbs appear normal.\n- proportions mismatched: Not visible. Proportions appear normal.\n- background clashes chaotically: Not visible. The background is a typical skatepark setting and does not clash chaotically.\n- inauthentic, disharmonious visual: Not visible. The visual is authentic and harmonious.\n- glaring realism flaws: Not visible. The image appears realistic.\n\nAll listed effects are not visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.313232421875, "hpsv2_diop": 0.322509765625, "hpsv2_oidp": 0.2919921875, "hpsv2_oiop": 0.317138671875 }
-1
1
flux_dev
[ [ 0.826171875, -0.833984375 ], [ 0.34912109375, -0.355712890625 ] ]
{ "image_reward_didp": 1, "image_reward_diop": 1.25, "image_reward_oidp": 0.469970703125, "image_reward_oiop": 0.91552734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.074048042297363, -4.981103897094727 ], "hpsv3_diop": [ 12.332242965698242, -5.029080390930176 ], "hpsv3_oidp": [ 13.36623764038086, -5.0097479820251465 ], "hpsv3_oiop": [ 13.205636024475098, -5.027261257171631 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.033203125, 1.2890625, 0.87109375, 0.1748046875, 0.515625, 1.03125, 0.89453125, 0.130859375, 2, 0.0208740234375, 1.21875 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.765625, 1.5859375, 0.7578125, 0.2197265625, 0.08642578125, 1.1953125, 0.9140625, 1.03125, 1.9921875, 0.81640625, 1.34375 ] } }
0.390137
[ 0.3054961860179901, 0.6945038437843323 ]
[ 0.14372369647026062, 0.856276273727417 ]
[ 0.845703125, 0.154052734375 ]
[ 0.4987929165363312, 0.5012071132659912 ]
12.332243
24
A man holding a box filled with green salad.
A man holds a box of green salad under dim, dark lighting, with clashing, unpleasant colors and a low-quality, unappealing background that lacks harmony and feels abrupt, emphasizing the image's overall ugliness.
["color brightness", "color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - dim, dark lighting: Visible. The image is noticeably dark.\n - clashing, unpleasant colors: Visible. The background colors are somewhat jarring and faded.\n - low-quality, unappealing background: Visible. The background appears distressed and unharmonious.\n - lacks harmony and feels abrupt: Visible. The background elements contribute to a sense of disharmony.\n - emphasizing the image's overall ugliness: Visible. The combined effects create an unappealing aesthetic.\n- All effects are clearly present.", "llm_distorted_special_effects": 100, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Dim, dark lighting: Not visible. The image is well-lit.\n- Clashing, unpleasant colors: Not visible. The colors are harmonious.\n- Low-quality, unappealing background: Not visible. The background is blurred but not unappealing or low-quality.\n- Lacks harmony: Not visible. The image has a harmonious composition.\n- Feels abrupt: Not visible. The image does not feel abrupt.\n- Emphasizing the image's overall ugliness: Not visible. The image is not ugly.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3154296875, "hpsv2_diop": 0.30712890625, "hpsv2_oidp": 0.283447265625, "hpsv2_oiop": 0.312255859375 }
1
1
flux_dev
[ [ -1.5556640625, 1.5390625 ], [ -4.6953125, 4.71484375 ] ]
{ "image_reward_didp": 1.9658203125, "image_reward_diop": 1.9287109375, "image_reward_oidp": 0.35693359375, "image_reward_oiop": 0.9091796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.443156242370605, -4.965660572052002 ], "hpsv3_diop": [ 9.859515190124512, -4.987667560577393 ], "hpsv3_oidp": [ 13.20927906036377, -5.040029048919678 ], "hpsv3_oiop": [ 11.513951301574707, -5.049180030822754 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.8203125, 1.9375, 0.90234375, 0.0133056640625, 0.185546875, 1.4375, 0.9921875, 0.130859375, 2, 0.60546875, 1.125 ] }, "original": { "preds": [ 0, 2, 1, 1, 0, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.50390625, 1.734375, 0.97265625, 0.703125, 0.11962890625, 1.328125, 1.375, 0.310546875, 2, 0.2890625, 1.0703125 ] } }
0.999023
[ 0.3479922413825989, 0.6520077586174011 ]
[ 0.010560160502791405, 0.9894399046897888 ]
[ 0.53515625, 0.46484375 ]
[ 0.4998666048049927, 0.5001333951950073 ]
9.859515
25
A sliver and yellow train in a train station next to men standing.
A sliver and yellow train in a station, distorted with heavy deformation, fragmented edges, and rough textures; men nearby appear blurred and unnatural, evoking creepiness and anxiety through inauthentic, broken realism.
["detail realism", "detail refinement", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavy deformation: Not visible.\n- fragmented edges: Not visible.\n- rough textures: Not visible.\n- men nearby appear blurred: Visible.\n- unnatural (men): Visible.\n- creepiness and anxiety: Subjective, but the blurred, unnatural men contribute.\n- inauthentic, broken realism: Visible, especially with the men.\n\nVisible effects: 4 out of 7. Score: (4/7) * 100 = 57.", "llm_distorted_special_effects": 57, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Visual effects mentioned: heavy deformation, fragmented edges, rough textures, men appear blurred and unnatural, evoking creepiness and anxiety through inauthentic, broken realism.\n- heavy deformation: Not visible.\n- fragmented edges: Not visible.\n- rough textures: Not visible.\n- men appear blurred and unnatural: Not visible, men are clear and natural.\n- evoking creepiness and anxiety through inauthentic, broken realism: Not visible, the image is realistic and not creepy.\n- Score: 0/6 effects visible, resulting in a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.28515625, "hpsv2_diop": 0.27294921875, "hpsv2_oidp": 0.31103515625, "hpsv2_oiop": 0.296142578125 }
1
1
flux_dev
[ [ 1.4384765625, -1.46484375 ], [ -1.103515625, 1.09375 ] ]
{ "image_reward_didp": 1.2060546875, "image_reward_diop": 0.65966796875, "image_reward_oidp": 1.17578125, "image_reward_oiop": 1.478515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.603241920471191, -5.01984977722168 ], "hpsv3_diop": [ 8.585861206054688, -4.915831089019775 ], "hpsv3_oidp": [ 14.39921760559082, -4.955851078033447 ], "hpsv3_oiop": [ 15.516140937805176, -4.8097944259643555 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 0, 1, 2, 0, 1 ], "scores": [ 0.279296875, 0.33203125, 0.87890625, 0.021728515625, 0.8359375, 0.6484375, 0.51953125, 0.84375, 1.9765625, 0.275390625, 1.28125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.279296875, 1.796875, 0.91796875, 0.0145263671875, 0.671875, 1.4453125, 0.5546875, 0.421875, 2, 0.037353515625, 1.5625 ] } }
0.959961
[ 0.5499035716056824, 0.4500964283943176 ]
[ 0.033357176929712296, 0.9666428565979004 ]
[ 0.93603515625, 0.064208984375 ]
[ 0.4994780421257019, 0.5005218982696533 ]
8.585861
26
A book laying on top of a bed next to a pillow.
A blurry, disharmonious book lies awkwardly on a bed beside a pillow, evoking loneliness and emptiness, with chaotic proportions and distorted noise, lacking clear intent or design, appearing unfinished and unsettling.
["object pairing", "richness", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: blurry, disharmonious, awkwardly, loneliness, emptiness, chaotic proportions, distorted noise, lacking clear intent or design, unfinished, unsettling.\n- 'blurry': Partially visible, the background is blurred, but the book itself is mostly in focus.\n- 'disharmonious': Not visible, the composition is quite harmonious.\n- 'awkwardly': Not visible, the book is placed naturally.\n- 'loneliness and emptiness': Subjective, but not strongly conveyed by the image.\n- 'chaotic proportions': Not visible, proportions seem normal.\n- 'distorted noise': Not visible, the image is clean.\n- 'lacking clear intent or design': Not visible, the image has a clear composition.\n- 'unfinished': Not visible, the image appears complete.\n- 'unsettling': Not visible, the image is rather calm.\n- Score: 1 out of 10 effects are partially visible (blurry).", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: blurry, disharmonious, awkwardly, loneliness, emptiness, chaotic proportions, distorted noise, lacking clear intent or design, unfinished, unsettling.\n- Checking effects visibility:\n - Blurry: Partially, the background is blurred, but the book is sharp.\n - Disharmonious: Not visible.\n - Awkwardly: The book is placed naturally.\n - Loneliness: Not visible.\n - Emptiness: Not visible.\n - Chaotic proportions: Not visible.\n - Distorted noise: Not visible.\n - Lacking clear intent or design: Not visible.\n - Unfinished: Not visible.\n - Unsettling: Not visible.\n- Smooth score computation: Only 'blurry' is partially present (1 out of 10 effects, and only partially). Therefore, the score is very low.", "llm_original_special_effects": 10 }
{ "hpsv2_didp": 0.313232421875, "hpsv2_diop": 0.282470703125, "hpsv2_oidp": 0.306640625, "hpsv2_oiop": 0.28857421875 }
-1
1
flux_dev
[ [ -1.9609375, 1.94140625 ], [ -2.79296875, 2.783203125 ] ]
{ "image_reward_didp": 1.1162109375, "image_reward_diop": 1.767578125, "image_reward_oidp": 1.2109375, "image_reward_oiop": 1.78515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.422513008117676, -5.042644023895264 ], "hpsv3_diop": [ 11.877359390258789, -5.035383224487305 ], "hpsv3_oidp": [ 11.26865005493164, -5.036722183227539 ], "hpsv3_oiop": [ 10.144468307495117, -4.9889960289001465 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.73046875, 1.484375, 0.82421875, 0.59375, 0.173828125, 1.3671875, 0.6484375, 0.78125, 1.984375, 0.8125, 0.98046875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 0, 2, 1, 1 ], "scores": [ 0.349609375, 1.7578125, 0.59765625, 0.02197265625, 0.275390625, 1.234375, 0.6328125, 0.05810546875, 1.953125, 0.74609375, 0.94921875 ] } }
0.996582
[ 0.24930548667907715, 0.7506945133209229 ]
[ 0.5855085253715515, 0.4144914448261261 ]
[ 0.315673828125, 0.68408203125 ]
[ 0.4983985424041748, 0.5016014575958252 ]
11.877359
27
a dog with shoes and a backpack standing next to car
A blurry, noise-distorted image where a dog with shoes and a backpack stands beside a car, but the scene is so indistinct that no main object dominates, appearing small, peripheral, and unnoticeable amid visual distortion.
["main object", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Blurry: The image is not blurry.\n2. Noise-distorted: The image is not noise-distorted.\n3. No main object dominates: The dog is clearly the main object.\n4. Appearing small: The dog is not small.\n5. Peripheral: The dog is not peripheral.\n6. Unnoticeable amid visual distortion: The dog is very noticeable.\n\nChecking effects:\n1. Blurry: No\n2. Noise-distorted: No\n3. No main object dominates: No\n4. Appearing small: No\n5. Peripheral: No\n6. Unnoticeable amid visual distortion: No\n\nAll 6 effects are absent, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned: 'blurry', 'noise-distorted', 'indistinct', 'no main object dominates', 'appearing small', 'peripheral', 'unnoticeable amid visual distortion'.\n- 'blurry': Not visible. The image is sharp.\n- 'noise-distorted': Not visible. The image is clean.\n- 'indistinct': Not visible. The objects are clearly defined.\n- 'no main object dominates': Not visible. The dog is clearly the dominant subject.\n- 'appearing small': Not visible. The dog is prominently featured.\n- 'peripheral': Not visible. The dog is central.\n- 'unnoticeable amid visual distortion': Not visible. There is no visual distortion and the dog is very noticeable.\nAll 7 effects are not visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.319091796875, "hpsv2_diop": 0.3037109375, "hpsv2_oidp": 0.346435546875, "hpsv2_oiop": 0.349853515625 }
-1
1
flux_dev
[ [ -1.6982421875, 1.689453125 ], [ -2.8515625, 2.84765625 ] ]
{ "image_reward_didp": 1.8623046875, "image_reward_diop": 1.9326171875, "image_reward_oidp": 1.91796875, "image_reward_oiop": 1.94140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.791897773742676, -5.0387091636657715 ], "hpsv3_diop": [ 8.420943260192871, -4.865318775177002 ], "hpsv3_oidp": [ 12.569758415222168, -5.061001777648926 ], "hpsv3_oiop": [ 9.888263702392578, -4.96655797958374 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.125, 0.6875, 0.8671875, 0.2578125, 0.3828125, 0.6875, 1.0234375, 0.1318359375, 2, 0.41015625, 1.109375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.07373046875, 1.6796875, 1.0625, 0.0859375, 0.60546875, 1.515625, 1.96875, 0.0673828125, 2, 0.6328125, 1.21875 ] } }
0.99707
[ 0.49315351247787476, 0.5068464875221252 ]
[ 0.004545502830296755, 0.9954544305801392 ]
[ 0.368408203125, 0.6318359375 ]
[ 0.49916839599609375, 0.5008316040039062 ]
8.420943
28
A Disney hotel bed with towels folded into an elephant wearing sunglasses.
A Disney hotel bed with towels folded into an elephant wearing sunglasses, rendered in flat, uniform lighting with no shadows or depth, appearing random and unfinished, lacking clear design intent or visual focus.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - rendered in flat, uniform lighting\n - with no shadows or depth\n - appearing random and unfinished\n - lacking clear design intent or visual focus\n- Check each of these effects how much they are visible in the image:\n - rendered in flat, uniform lighting: Not visible. The lighting is clearly directional from the lamp.\n - with no shadows or depth: Not visible. There are clear shadows and depth.\n - appearing random and unfinished: Not visible. The image appears well-composed and finished.\n - lacking clear design intent or visual focus: Not visible. The elephant is clearly the visual focus.\n- Compute a smooth score based on the proportion of effects that appear: 0/4 effects are visible, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - rendered in flat, uniform lighting\n - with no shadows or depth\n - appearing random and unfinished\n - lacking clear design intent or visual focus\n- Check each of these effects how much they are visible in the image:\n - rendered in flat, uniform lighting: Not visible. The image has clear lighting from the lamps.\n - with no shadows or depth: Not visible. There are clear shadows and depth.\n - appearing random and unfinished: Not visible. The image appears well-composed and finished.\n - lacking clear design intent or visual focus: Not visible. The elephant is clearly the focus.\n- Compute a smooth score based on the proportion of effects that appear: 0/4 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.33447265625, "hpsv2_diop": 0.320068359375, "hpsv2_oidp": 0.339111328125, "hpsv2_oiop": 0.317626953125 }
-1
1
flux_dev
[ [ -2.97265625, 2.96484375 ], [ -3.884765625, 3.88671875 ] ]
{ "image_reward_didp": 1.4091796875, "image_reward_diop": 1.3095703125, "image_reward_oidp": 0.035614013671875, "image_reward_oiop": -0.150634765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.919251441955566, -5.049681663513184 ], "hpsv3_diop": [ 11.823906898498535, -5.062402725219727 ], "hpsv3_oidp": [ 11.690354347229004, -5.052427291870117 ], "hpsv3_oiop": [ 12.181367874145508, -5.067984580993652 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.10009765625, 1.84375, 0.8515625, 0.0400390625, 0.4140625, 1.5078125, 1.65625, 0.3125, 2, 0.81640625, 1.1328125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.50390625, 1.96875, 0.78125, 0.00775146484375, 0.41015625, 1.40625, 1.125, 0.7890625, 2, 0.90625, 1.125 ] } }
0.994141
[ 0.45744866132736206, 0.5425513386726379 ]
[ 0.774653971195221, 0.22534601390361786 ]
[ 0.392333984375, 0.607421875 ]
[ 0.4989435076713562, 0.501056432723999 ]
11.823907
29
A group of giraffe standing next to each other.
A group of giraffes stands indistinctly, their forms fragmented and blurred, edges jagged and rough, rendering them unrecognizable. The image feels broken, with no prominent subject, evoking unease and frustration through its chaotic, indecipherable texture.
["detail refinement", "main object", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: indistinctly, forms fragmented and blurred, edges jagged and rough, rendering them unrecognizable, broken, no prominent subject, chaotic, indecipherable texture.\n- Check each effect:\n - indistinctly: No, the giraffes are very distinct.\n - forms fragmented and blurred: No, the forms are clear and sharp.\n - edges jagged and rough: No, the edges are smooth.\n - rendering them unrecognizable: No, they are clearly recognizable as giraffes.\n - broken: No, the image is cohesive.\n - no prominent subject: No, the giraffes are clearly the prominent subjects.\n - chaotic: No, the arrangement is orderly.\n - indecipherable texture: No, the giraffe patterns are clear.\n- Score: 0 out of 8 effects are visible, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'stands indistinctly': Not visible. The giraffes are clearly defined.\n- 'forms fragmented and blurred': Not visible. The forms are solid and clear.\n- 'edges jagged and rough': Not visible. Edges are smooth.\n- 'rendering them unrecognizable': Not visible. The giraffes are perfectly recognizable.\n- 'image feels broken': Not visible. The image is cohesive.\n- 'no prominent subject': Not visible. The giraffes are prominent subjects.\n- 'chaotic, indecipherable texture': Not visible. The texture is clear and decipherable.\n\nAll listed effects are absent from the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.31396484375, "hpsv2_diop": 0.29443359375, "hpsv2_oidp": 0.322021484375, "hpsv2_oiop": 0.308837890625 }
-1
1
flux_dev
[ [ -1.35546875, 1.3515625 ], [ -1.9501953125, 1.94921875 ] ]
{ "image_reward_didp": 1.45703125, "image_reward_diop": 0.90625, "image_reward_oidp": 1.3212890625, "image_reward_oiop": 0.77734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.132434844970703, -4.922647476196289 ], "hpsv3_diop": [ 9.767909049987793, -4.994132995605469 ], "hpsv3_oidp": [ 10.243119239807129, -5.0179009437561035 ], "hpsv3_oiop": [ 12.472005844116211, -5.070131778717041 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.0732421875, 1.984375, 0.6796875, 0.04248046875, 0.78125, 1, 1.96875, 0.024169921875, 2, 0.1201171875, 1.09375 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.0130615234375, 1.9453125, 0.88671875, 0.01202392578125, 0.166015625, 1.3203125, 1.6484375, 0.04443359375, 2, 0.8203125, 1.2109375 ] } }
0.650391
[ 0.2912343740463257, 0.7087656855583191 ]
[ 0.17167329788208008, 0.8283267021179199 ]
[ 0.07586669921875, 0.92431640625 ]
[ 0.4956636130809784, 0.504336416721344 ]
9.767909
30
A close up of food, cigarettes and a remote controller.
A dim, shadowless close-up of food, cigarettes, and a remote controller, bathed in ugly, clashing colors with no harmony, evoking creepiness and loneliness against a low-quality, featureless background.
["emotion", "lighting distinction", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned are:\n- dim: The image is quite dark, indicating dimness. (Visible)\n- shadowless: There are clear shadows under the objects. (Not visible)\n- ugly, clashing colors with no harmony: The colors are somewhat muted and dark, but not necessarily clashing or ugly. (Partially visible)\n- creepiness and loneliness: The overall mood is somewhat somber, but 'creepy' is subjective and not strongly conveyed. 'Loneliness' is plausible given the setup. (Partially visible)\n- low-quality, featureless background: The background is dark and mostly featureless, but not necessarily low-quality. (Partially visible)\n\nBased on the visibility of these effects: 1 fully visible, 3 partially visible, 1 not visible. This results in a score of approximately 40%.", "llm_distorted_special_effects": 40, "llm_original_main_concepts": 60, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim: Not visible. The image is well-lit.\n- shadowless: Not visible. There are clear shadows under the food and controller.\n- ugly, clashing colors with no harmony: Not visible. The colors are natural and harmonious.\n- evoking creepiness and loneliness: Not visible. The image evokes a casual meal.\n- low-quality, featureless background: Not visible. The background is a wooden table with visible grain and some depth of field.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.234619140625, "hpsv2_diop": 0.204833984375, "hpsv2_oidp": 0.291015625, "hpsv2_oiop": 0.298095703125 }
1
1
flux_dev
[ [ -0.07916259765625, 0.0738525390625 ], [ -3.685546875, 3.69921875 ] ]
{ "image_reward_didp": 0.9140625, "image_reward_diop": 1.296875, "image_reward_oidp": -0.42919921875, "image_reward_oiop": -0.09356689453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.385270118713379, -5.063464641571045 ], "hpsv3_diop": [ 12.690309524536133, -5.046207904815674 ], "hpsv3_oidp": [ 14.755507469177246, -4.927818298339844 ], "hpsv3_oiop": [ 15.6754150390625, -4.7584228515625 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.01458740234375, 1.9140625, 0.84375, 0.0008392333984375, 0.5078125, 1.28125, 0.83984375, 0.322265625, 2, 0.140625, 1.15625 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.6796875, 1.8515625, 0.83984375, 0.043212890625, 0.2236328125, 1.2734375, 0.81640625, 0.46484375, 1.9609375, 0.326171875, 1.234375 ] } }
0.641602
[ 0.419598251581192, 0.5804017782211304 ]
[ 0.3784066140651703, 0.6215934157371521 ]
[ 0.7431640625, 0.2568359375 ]
[ 0.498090535402298, 0.5019094347953796 ]
12.69031
31
a very used and dirty harley davidson motorcycle
A grimy, rusted Harley Davidson motorcycle sits abandoned, its paint chipped and tires flat, against a blurred, chaotic background. The image feels unfinished, evoking loneliness and decay, with mismatched elements amplifying its disharmonious, unsettling aura.
["richness", "object pairing", "background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n- Grimy: Visible on the motorcycle.\n- Rusted: Visible on the motorcycle.\n- Abandoned: Implied by the setting and condition, but not explicitly shown as 'abandoned'.\n- Paint chipped: Visible on the motorcycle.\n- Tires flat: Not visible, tires appear inflated.\n- Blurred, chaotic background: The background is blurred, but not necessarily chaotic.\n- Unfinished: Not visible.\n- Loneliness: Subjective, not directly visible.\n- Decay: Visible through grime, rust, and chipped paint.\n- Mismatched elements: Not clearly visible.\n- Disharmonious, unsettling aura: Subjective, not directly visible.\n\nVisible effects: Grimy, Rusted, Paint chipped, Blurred background, Decay. (5 out of 11)\nPartially visible: Abandoned (implied).\nNot visible: Tires flat, Unfinished, Loneliness, Mismatched elements, Disharmonious, unsettling aura.\n\nBased on the visible effects, the score is approximately 5/11 * 100 = 45.", "llm_distorted_special_effects": 45, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - Grimy: Visible on the motorcycle's paint and some metal parts.\n - Rusted: Visible on the exhaust pipes and some parts of the engine.\n - Abandoned: The setting suggests it's parked, but not necessarily abandoned.\n - Paint chipped: The paint has a distressed, worn look, but not clearly chipped.\n - Tires flat: The tires appear fully inflated.\n - Blurred, chaotic background: The background is slightly blurred but not chaotic.\n - Unfinished feel: Not clearly visible.\n - Evoking loneliness: Not clearly visible.\n - Evoking decay: Partially visible due to grime and rust.\n - Mismatched elements: Not clearly visible.\n - Disharmonious, unsettling aura: Not clearly visible.\n- Proportion of effects visible: 4 out of 11 effects are clearly visible or partially visible. (Grimy, Rusted, Paint chipped (distressed), Decay (due to grime/rust)).\n- Smooth score: (4/11) * 100 = 36", "llm_original_special_effects": 36 }
{ "hpsv2_didp": 0.338623046875, "hpsv2_diop": 0.30517578125, "hpsv2_oidp": 0.306884765625, "hpsv2_oiop": 0.30615234375 }
1
1
flux_dev
[ [ -1.359375, 1.34765625 ], [ -2.763671875, 2.76171875 ] ]
{ "image_reward_didp": 0.6630859375, "image_reward_diop": 0.54931640625, "image_reward_oidp": -0.07861328125, "image_reward_oiop": 0.67578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.960441589355469, -5.045015811920166 ], "hpsv3_diop": [ 8.718481063842773, -4.9107794761657715 ], "hpsv3_oidp": [ 13.227025032043457, -5.047536849975586 ], "hpsv3_oiop": [ 10.65456771850586, -5.026969909667969 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.77734375, 1.875, 0.91796875, 0.009765625, 0.6953125, 1.4296875, 0.6328125, 0.25390625, 2, 0.06884765625, 1.21875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0439453125, 1.625, 0.90234375, 0.0283203125, 0.7265625, 1.46875, 0.72265625, 0.4296875, 1.9921875, 0.158203125, 1.21875 ] } }
0.871094
[ 0.4004681706428528, 0.599531888961792 ]
[ 0.11338616907596588, 0.8866138458251953 ]
[ 0.3173828125, 0.6826171875 ]
[ 0.49940016865730286, 0.5005998015403748 ]
8.718481
32
A cow is walking through the grass with another cow.
A cow walks through grass beside another cow, but the image is fragmented and broken, with rough, indiscernible details. The scene feels unsettling, evoking loneliness and anxiety through its jagged, unfinished textures and eerie, disjointed appearance.
["detail refinement", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions several visual effects:\n1. Fragmented and broken: Not visible.\n2. Rough, indiscernible details: Details are clear, not indiscernible.\n3. Unsettling: Subjective, but the image doesn't inherently convey this.\n4. Loneliness and anxiety: Subjective, not visually represented by effects.\n5. Jagged, unfinished textures: Not visible.\n6. Eerie, disjointed appearance: Not visible.\n\nNone of the specified visual effects are present in the image. The image has a slightly distressed border, but this does not align with the 'fragmented and broken' or 'jagged, unfinished textures' described for the main image content.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- 'fragmented and broken': Not visible.\n- 'rough, indiscernible details': Not visible.\n- 'unsettling, evoking loneliness and anxiety': Not visible.\n- 'jagged, unfinished textures': Not visible.\n- 'eerie, disjointed appearance': Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.30908203125, "hpsv2_diop": 0.285888671875, "hpsv2_oidp": 0.32421875, "hpsv2_oiop": 0.318603515625 }
1
1
flux_dev
[ [ 1.078125, -1.109375 ], [ -1.8603515625, 1.84765625 ] ]
{ "image_reward_didp": 0.44384765625, "image_reward_diop": 0.481201171875, "image_reward_oidp": 0.615234375, "image_reward_oiop": 0.59228515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.410301208496094, -5.0247039794921875 ], "hpsv3_diop": [ 9.258153915405273, -4.929287433624268 ], "hpsv3_oidp": [ 11.42609691619873, -5.0215959548950195 ], "hpsv3_oiop": [ 11.528520584106445, -5.036655902862549 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.01287841796875, 1.296875, 0.796875, 0.62109375, 0.578125, 1, 0.84765625, 0.2470703125, 2, 0.90625, 1.0703125 ] }, "original": { "preds": [ 0, 2, 1, 2, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.01385498046875, 1.625, 0.921875, 1.0546875, 0.203125, 1.328125, 1.0234375, 0.1982421875, 2, 0.26953125, 1.171875 ] } }
0.424316
[ 0.1332695335149765, 0.8667305111885071 ]
[ 0.010658462531864643, 0.9893414974212646 ]
[ 0.6669921875, 0.332763671875 ]
[ 0.4971385896205902, 0.5028614401817322 ]
9.258154
33
A professional baseball game looking from the stands behind the catcher
A fragmented, broken baseball game viewed from behind the catcher, with rough, indiscernible details, ugly clashing colors, and disharmonious proportions, creating an unpleasant, chaotic, and visually jarring scene.
["detail refinement", "color aesthetic", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented, broken, rough, indiscernible details, ugly clashing colors, disharmonious proportions, unpleasant, chaotic, visually jarring.\n- Fragmented/broken: Not visible. The image is clear and coherent.\n- Rough/indiscernible details: Not visible. Details are sharp and clear.\n- Ugly clashing colors: Not visible. Colors are vibrant and harmonious for a baseball game.\n- Disharmonious proportions: Not visible. Proportions appear normal and realistic.\n- Unpleasant/chaotic/visually jarring: Not visible. The scene is well-composed and pleasant to look at.\n- Score: 0 out of 7 effects are visible, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, broken baseball game: Not visible. The image is clear and coherent.\n- rough, indiscernible details: Not visible. Details are clear and sharp.\n- ugly clashing colors: Not visible. Colors are natural and harmonious.\n- disharmonious proportions: Not visible. Proportions are realistic.\n- unpleasant, chaotic, and visually jarring scene: Not visible. The scene is pleasant and orderly.\n\nAll effects are absent, leading to a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.306396484375, "hpsv2_diop": 0.293701171875, "hpsv2_oidp": 0.27880859375, "hpsv2_oiop": 0.289306640625 }
-1
1
flux_dev
[ [ 3.173828125, -3.1953125 ], [ -1.37890625, 1.376953125 ] ]
{ "image_reward_didp": 1.0390625, "image_reward_diop": 0.89794921875, "image_reward_oidp": -0.84326171875, "image_reward_oiop": -0.642578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.378218650817871, -5.0346455574035645 ], "hpsv3_diop": [ 9.424375534057617, -4.927410125732422 ], "hpsv3_oidp": [ 12.228257179260254, -5.050174713134766 ], "hpsv3_oiop": [ 11.047749519348145, -4.983005046844482 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.296875, 1.5859375, 0.93359375, 0.26171875, 0.78125, 1.2109375, 1.046875, 0.953125, 1.9921875, 0.5390625, 1.75 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.283203125, 1.96875, 0.85546875, 0.1748046875, 0.5078125, 1.140625, 0.9375, 0.9296875, 1.9453125, 0.61328125, 1.796875 ] } }
0.063477
[ 0.3919544517993927, 0.6080455183982849 ]
[ 0.009166344068944454, 0.9908336997032166 ]
[ 0.7890625, 0.2108154296875 ]
[ 0.4951605796813965, 0.5048394203186035 ]
9.424376
34
The double image shows a skateboarder jumping and grabbing his board.
A blurry, low-quality image of a skateboarder mid-jump, grabbing his board, with no light or shadow effects, an indistinct or ugly background, and heavy distortion making the scene inauthentic and unrealistic.
["lighting distinction", "background", "detail realism", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Blurry: Yes, the image is blurry.\n- Low-quality: Yes, the image appears low-quality.\n- No light or shadow effects: Yes, there are minimal distinct light or shadow effects.\n- Indistinct or ugly background: Yes, the background is indistinct and somewhat unappealing.\n- Heavy distortion making the scene inauthentic and unrealistic: Yes, the blur and low quality contribute to an inauthentic and unrealistic feel.\n\nAll 5 effects are present, so the score is 100.", "llm_distorted_special_effects": 100, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - blurry\n - low-quality\n - no light or shadow effects\n - indistinct or ugly background\n - heavy distortion\n - inauthentic and unrealistic\n\n- Checking visibility of effects:\n - blurry: Not visible. The image is sharp.\n - low-quality: Not visible. The image quality is good.\n - no light or shadow effects: Not visible. There are clear light and shadow effects.\n - indistinct or ugly background: Partially visible. The background is somewhat indistinct, but not ugly.\n - heavy distortion: Not visible. There is no heavy distortion.\n - inauthentic and unrealistic: Not visible. The image appears authentic and realistic.\n\n- Smooth score computation:\n Only 1 out of 6 effects (indistinct background) is partially visible. Therefore, the score is low.", "llm_original_special_effects": 10 }
{ "hpsv2_didp": 0.25390625, "hpsv2_diop": 0.2178955078125, "hpsv2_oidp": 0.279052734375, "hpsv2_oiop": 0.30126953125 }
1
1
flux_dev
[ [ -0.1337890625, 0.1192626953125 ], [ -0.556640625, 0.54443359375 ] ]
{ "image_reward_didp": 0.7890625, "image_reward_diop": 0.7119140625, "image_reward_oidp": -0.6904296875, "image_reward_oiop": 0.908203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.948490142822266, -5.037984848022461 ], "hpsv3_diop": [ 2.9230690002441406, -4.056336879730225 ], "hpsv3_oidp": [ 10.518709182739258, -4.998837947845459 ], "hpsv3_oiop": [ 9.765832901000977, -5.004528045654297 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.166015625, 0.031005859375, 0.6640625, 0.0771484375, 0.451171875, 0.130859375, 0.57421875, 0.2333984375, 0.94140625, 0.07666015625, 1.0703125 ] }, "original": { "preds": [ 0, 2, 1, 2, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0400390625, 1.875, 0.8671875, 1.640625, 0.0537109375, 0.87109375, 0.77734375, 0.80078125, 1.7421875, 0.349609375, 1.046875 ] } }
0.949707
[ 0.22596490383148193, 0.7740350365638733 ]
[ 0.013518864288926125, 0.9864810705184937 ]
[ 0.085693359375, 0.9140625 ]
[ 0.4981101453304291, 0.5018898248672485 ]
2.923069
35
A young man prepares to swing his baseball bat.
A young man swings a baseball bat, but the image is dark, blurry, and fragmented, with ugly, clashing colors and rough, indiscernible details, making objects unrecognizable and the scene feel broken and distorted.
["color aesthetic", "detail refinement", "color brightness", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- dark: Not visible. The image is well-lit.\n- blurry: Not visible. The image is sharp.\n- fragmented: Not visible. The image is whole.\n- ugly, clashing colors: Not visible. Colors are harmonious.\n- rough, indiscernible details: Not visible. Details are clear.\n- objects unrecognizable: Not visible. Objects are clearly recognizable.\n- scene feel broken and distorted: Not visible. The scene is coherent.\n\nNone of the specified visual effects are present in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Dark: Not visible.\n- Blurry: Not visible.\n- Fragmented: Not visible.\n- Ugly, clashing colors: Not visible.\n- Rough, indiscernible details: Not visible.\n- Objects unrecognizable: Not visible.\n- Scene feel broken and distorted: Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.336181640625, "hpsv2_diop": 0.305908203125, "hpsv2_oidp": 0.30810546875, "hpsv2_oiop": 0.324462890625 }
-1
1
flux_dev
[ [ 1.435546875, -1.451171875 ], [ -2.185546875, 2.1875 ] ]
{ "image_reward_didp": 1.90234375, "image_reward_diop": 1.890625, "image_reward_oidp": 1.5634765625, "image_reward_oiop": 1.8662109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.769953727722168, -5.050388336181641 ], "hpsv3_diop": [ 10.638427734375, -5.0361647605896 ], "hpsv3_oidp": [ 12.067553520202637, -5.033763408660889 ], "hpsv3_oiop": [ 12.695049285888672, -5.037886619567871 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.003662109375, 1.84375, 0.70703125, 0.0010223388671875, 0.0859375, 1.2421875, 0.52734375, 0.578125, 2, 0.045654296875, 1.1015625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.328125, 1.875, 0.8046875, 0.0021514892578125, 0.62109375, 1.390625, 0.83984375, 0.96875, 2, 0.1455078125, 1 ] } }
0.880859
[ 0.28017765283584595, 0.719822347164154 ]
[ 0.02567448653280735, 0.9743254780769348 ]
[ 0.2421875, 0.7578125 ]
[ 0.4976150095462799, 0.5023849606513977 ]
10.638428
36
A man takes a bite out of a half eaten doughnut.
A blurry, distorted man bites a half-eaten doughnut; the image feels empty, with a noisy, low-quality background, evoking creepiness, loneliness, and anxiety through its unfinished, random design.
["emotion", "richness", "clarity", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- blurry: Not significantly blurry.\n- distorted man: The man's eyes are distorted, but the overall figure is not.\n- empty: The background is somewhat empty.\n- noisy: The background has some noise/texture.\n- low-quality background: The background is not particularly low-quality.\n- creepiness: The white eyes contribute to creepiness.\n- loneliness: Not strongly conveyed.\n- anxiety: Not strongly conveyed.\n- unfinished design: Not apparent.\n- random design: Not apparent.\n\nVisible effects: distorted man (eyes), empty (background), noisy (background), creepiness (eyes).\nProportion of effects visible: 4 out of 10. Score is approximately 40.", "llm_distorted_special_effects": 40, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned: blurry, distorted man, empty, noisy, low-quality background, creepiness, loneliness, anxiety, unfinished, random design.\n- blurry: Not visible.\n- distorted man: Not visible.\n- empty: Not visible.\n- noisy: Not visible.\n- low-quality background: Not visible.\n- creepiness: Not visible.\n- loneliness: Not visible.\n- anxiety: Not visible.\n- unfinished: Not visible.\n- random design: Not visible.\nProportion of effects visible: 0/10 = 0%", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.326416015625, "hpsv2_diop": 0.299072265625, "hpsv2_oidp": 0.338623046875, "hpsv2_oiop": 0.321533203125 }
1
1
flux_dev
[ [ -0.7431640625, 0.74365234375 ], [ -1.10546875, 1.107421875 ] ]
{ "image_reward_didp": 1.935546875, "image_reward_diop": 1.9208984375, "image_reward_oidp": 1.685546875, "image_reward_oiop": 1.857421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.419673919677734, -4.8257646560668945 ], "hpsv3_diop": [ 11.978462219238281, -5.053154945373535 ], "hpsv3_oidp": [ 15.709003448486328, -4.760186672210693 ], "hpsv3_oiop": [ 14.971613883972168, -4.910541534423828 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.4375, 1.9375, 0.796875, 0.002349853515625, 0.294921875, 1.34375, 0.8828125, 0.130859375, 2, 0.076171875, 1.125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 0, 0, 2, 0, 1 ], "scores": [ 0.009033203125, 1.9765625, 0.87890625, 1, 0.248046875, 1.6796875, 0.61328125, 0.5078125, 2, 0.2470703125, 1.1328125 ] } }
0.963867
[ 0.5877508521080017, 0.4122491180896759 ]
[ 0.6064065098762512, 0.3935934901237488 ]
[ 0.79296875, 0.2069091796875 ]
[ 0.49721449613571167, 0.5027854442596436 ]
11.978462
37
A white plate with a sandwich and salad
A white plate with a sandwich and salad appears flat and indistinct, lacking shadows or highlights, with no discernible light source, creating a dull, unfinished look devoid of depth or intentional design.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - appears flat\n - indistinct\n - lacking shadows\n - lacking highlights\n - no discernible light source\n - dull look\n - unfinished look\n - devoid of depth\n - devoid of intentional design\n\n- Checking effects visibility:\n - appears flat: Yes, the image lacks strong dimensionality.\n - indistinct: Yes, the image is blurry and lacks sharp details.\n - lacking shadows: Mostly yes, shadows are very subtle or absent, contributing to the flat look.\n - lacking highlights: Mostly yes, highlights are minimal, contributing to the dullness.\n - no discernible light source: Yes, the lighting is very even and diffuse.\n - dull look: Yes, the overall appearance is not vibrant or engaging.\n - unfinished look: Yes, the blurriness and lack of detail give it an unfinished quality.\n - devoid of depth: Yes, the image appears very two-dimensional.\n - devoid of intentional design: This is subjective, but the lack of detail and poor lighting could be interpreted as such.\n\n- All 9 effects are visible to a significant degree, leading to a high score.", "llm_distorted_special_effects": 95, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - appears flat\n - indistinct\n - lacking shadows\n - lacking highlights\n - no discernible light source\n - dull look\n - unfinished look\n - devoid of depth\n - devoid of intentional design\n\n- Checking effects visibility:\n - appears flat: No, the image has clear depth and dimension.\n - indistinct: No, the subjects are very clear and distinct.\n - lacking shadows: No, there are clear shadows under the burger and plate.\n - lacking highlights: No, there are clear highlights on the burger bun, cheese, and tomatoes.\n - no discernible light source: No, the light source appears to be from the top-right.\n - dull look: No, the colors are vibrant.\n - unfinished look: No, the image looks complete and polished.\n - devoid of depth: No, there is clear depth of field and perspective.\n - devoid of intentional design: No, the composition seems intentional.\n\n- All 9 effects are not visible in the image. Therefore, the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2408447265625, "hpsv2_diop": 0.240478515625, "hpsv2_oidp": 0.277099609375, "hpsv2_oiop": 0.265869140625 }
1
0
flux_dev
[ [ -2.005859375, 1.998046875 ], [ -1.111328125, 1.09375 ] ]
{ "image_reward_didp": 0.083251953125, "image_reward_diop": 0.255126953125, "image_reward_oidp": 0.9306640625, "image_reward_oiop": 0.9326171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.854829788208008, -4.89364767074585 ], "hpsv3_diop": [ 2.9299776554107666, -4.071568012237549 ], "hpsv3_oidp": [ 12.250799179077148, -5.03088903427124 ], "hpsv3_oiop": [ 11.410367012023926, -5.027286052703857 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.000008344650268554688, 0.64453125, 0.87890625, 0.185546875, 0.0260009765625, 0.4765625, 0.97265625, 0.26953125, 1.9609375, 0.169921875, 0.7421875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 2, 2, 0, 1 ], "scores": [ 0.0849609375, 1.9921875, 1.28125, 0.0218505859375, 0.921875, 1.4140625, 0.8671875, 1.234375, 1.6484375, 0.5546875, 1.0546875 ] } }
0.773926
[ 0.5972409248352051, 0.4027591049671173 ]
[ 0.6409778594970703, 0.3590221703052521 ]
[ 0.81103515625, 0.18896484375 ]
[ 0.5012547373771667, 0.49874529242515564 ]
2.929978
38
The two people on the park bench care for one another.
Two people on a park bench care for one another, but the scene is disharmonious with mismatched proportions, chaotic composition, and an ugly, low-quality background lacking depth. No light or shadow effects are visible, leaving the image flat and visually unappealing.
["object pairing", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n- disharmonious with mismatched proportions: The proportions of the people and the bench seem normal.\n- chaotic composition: The composition is balanced and clear.\n- ugly, low-quality background lacking depth: The background is somewhat stylized and lacks strong depth, but it's not necessarily 'ugly' or 'low-quality' in a technical sense.\n- No light or shadow effects are visible: There are subtle shadows under the bench and on the people, indicating some light source.\n- leaving the image flat and visually unappealing: The image has some depth and is not entirely flat.\n\nChecking effects:\n- disharmonious with mismatched proportions: Not visible (0/1)\n- chaotic composition: Not visible (0/1)\n- ugly, low-quality background lacking depth: Partially visible (0.5/1) - it lacks strong depth but isn't ugly/low-quality.\n- No light or shadow effects are visible: Not visible (0/1) - there are subtle shadows.\n- leaving the image flat and visually unappealing: Not visible (0/1) - it has some depth and is not unappealing.\n\nTotal visible effects: 0.5 out of 5. This translates to a score of (0.5/5) * 100 = 10.", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- disharmonious with mismatched proportions: Not visible. The proportions appear normal.\n- chaotic composition: Not visible. The composition is balanced and clear.\n- ugly, low-quality background lacking depth: Not visible. The background is pleasant, has depth, and is of good quality.\n- No light or shadow effects are visible: Not visible. There are clear light and shadow effects, especially from the sun.\n\nAll four mentioned effects are not visible in the image, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.295166015625, "hpsv2_diop": 0.29150390625, "hpsv2_oidp": 0.3046875, "hpsv2_oiop": 0.30517578125 }
-1
0
flux_dev
[ [ -0.08172607421875, 0.0709228515625 ], [ 0.0093994140625, -0.020263671875 ] ]
{ "image_reward_didp": 1.0537109375, "image_reward_diop": 0.89599609375, "image_reward_oidp": 1.3359375, "image_reward_oiop": 1.171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.014321327209473, -5.012601852416992 ], "hpsv3_diop": [ 11.004936218261719, -4.990816593170166 ], "hpsv3_oidp": [ 12.672552108764648, -5.031603813171387 ], "hpsv3_oiop": [ 12.309453964233398, -5.036624908447266 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.045654296875, 0.87109375, 0.9765625, 0.3984375, 0.271484375, 1.125, 0.98828125, 0.32421875, 2, 0.18359375, 1.234375 ] }, "original": { "preds": [ 0, 1, 2, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.07080078125, 1.296875, 1.5078125, 0.09765625, 0.58984375, 1.203125, 0.93359375, 0.0869140625, 2, 0.78125, 1.3125 ] } }
0.62207
[ 0.4509652256965637, 0.5490347743034363 ]
[ 0.005908031947910786, 0.9940919280052185 ]
[ 0.83203125, 0.167724609375 ]
[ 0.4976932406425476, 0.5023068189620972 ]
11.004936
39
A couple of kids sitting at a table in front of pizza.
A couple of kids sit at a table with pizza, but the scene is fragmented and rough, with mismatched proportions and chaotic composition. No light or shadows are visible, making objects indistinct and the image feel broken and unfinished.
["object pairing", "detail refinement", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented scene: Not visible. The scene is coherent.\n- rough: Not visible. The image is smooth and well-rendered.\n- mismatched proportions: Not visible. Proportions appear normal.\n- chaotic composition: Not visible. The composition is balanced.\n- No light or shadows visible: Not visible. There are clear light sources and shadows.\n- objects indistinct: Not visible. Objects are clearly defined.\n- image feel broken and unfinished: Not visible. The image is complete and polished.\n\nAll listed effects are not visible in the image, leading to a special effects score of 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented and rough: Not visible. The image is clear and well-rendered.\n- mismatched proportions: Not visible. Proportions appear normal.\n- chaotic composition: Not visible. The composition is balanced and clear.\n- No light or shadows are visible: Not visible. There are clear light sources and shadows.\n- making objects indistinct: Not visible. Objects are distinct.\n- the image feel broken and unfinished: Not visible. The image is complete and polished.\n\nAll listed effects are not visible in the image, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.35595703125, "hpsv2_diop": 0.3056640625, "hpsv2_oidp": 0.34228515625, "hpsv2_oiop": 0.339599609375 }
-1
1
flux_dev
[ [ 0.5751953125, -0.5869140625 ], [ -1.82421875, 1.82421875 ] ]
{ "image_reward_didp": 0.677734375, "image_reward_diop": 1.201171875, "image_reward_oidp": 0.931640625, "image_reward_oiop": 1.51171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.78369140625, -5.031486988067627 ], "hpsv3_diop": [ 11.651493072509766, -5.056998252868652 ], "hpsv3_oidp": [ 15.110124588012695, -4.851414680480957 ], "hpsv3_oiop": [ 15.605485916137695, -4.78180456161499 ] } }
{ "distorted": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.04052734375, 1.765625, 1.6328125, 0.048828125, 0.66015625, 1.5, 1.9453125, 1.125, 2, 0.26171875, 1.3125 ] }, "original": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.2734375, 1.921875, 1.671875, 0.06884765625, 0.55078125, 1.40625, 1.9453125, 0.466796875, 2, 0.26171875, 1.4921875 ] } }
0.977051
[ 0.45412179827690125, 0.5458782315254211 ]
[ 0.0023512206971645355, 0.9976487755775452 ]
[ 0.6513671875, 0.3486328125 ]
[ 0.5003753304481506, 0.499624639749527 ]
11.651493
40
A plate of food containing carrots, oranges and avocados
A fragmented, broken image of a plate with carrots, oranges, and avocados, appearing random and unfinished; edges are jagged, colors bleed, and objects blur into indistinct shapes, making it impossible to discern details.
["richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- fragmented, broken image: Visible, the plate is clearly broken into two main pieces.\n- appearing random and unfinished: Not visible, the arrangement of food is quite deliberate.\n- edges are jagged: Visible, the break in the plate has jagged edges.\n- colors bleed: Not visible, colors are distinct and do not bleed.\n- objects blur into indistinct shapes: Not visible, all objects are clearly defined.\n\nProportion of effects visible: 2 out of 5 effects are visible. (fragmented/broken, jagged edges)", "llm_distorted_special_effects": 40, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- fragmented, broken image: Not visible. The image is whole and intact.\n- appearing random and unfinished: Not visible. The composition is deliberate and complete.\n- edges are jagged: Not visible. Edges are smooth and well-defined.\n- colors bleed: Not visible. Colors are contained within their respective objects.\n- objects blur into indistinct shapes: Not visible. Objects are sharp and clearly defined.\n- making it impossible to discern details: Not visible. All details are perfectly discernible.\n\nProportion of effects visible: 0/6 = 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.323486328125, "hpsv2_diop": 0.331787109375, "hpsv2_oidp": 0.32763671875, "hpsv2_oiop": 0.341796875 }
1
1
flux_dev
[ [ 0.83935546875, -0.85595703125 ], [ 0.1156005859375, -0.12646484375 ] ]
{ "image_reward_didp": 1.26171875, "image_reward_diop": 1.455078125, "image_reward_oidp": 1.107421875, "image_reward_oiop": 1.4736328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.941838264465332, -5.0275397300720215 ], "hpsv3_diop": [ 8.530402183532715, -4.868476390838623 ], "hpsv3_oidp": [ 10.53625774383545, -5.013513088226318 ], "hpsv3_oiop": [ 10.5598783493042, -4.983633518218994 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.34375, 1.984375, 1.1484375, 0.01373291015625, 0.248046875, 1.40625, 1.5, 0.68359375, 1.9921875, 0.52734375, 1.28125 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.59765625, 1.9921875, 1.203125, 0.07568359375, 0.34765625, 1.5546875, 1.84375, 0.1591796875, 2, 0.7734375, 1.3984375 ] } }
0.99707
[ 0.3475012481212616, 0.6524987816810608 ]
[ 0.2260967195034027, 0.7739033102989197 ]
[ 0.5947265625, 0.405517578125 ]
[ 0.4995889365673065, 0.5004110932350159 ]
8.530402
41
An older gentleman in overalls sitting on a bench.
An older gentleman in overalls sits on a bench, but he’s tiny and shoved to the corner, drowned in muddy greens and sickly yellows, with heavy blur smearing edges and noise grain swallowing detail, making him nearly invisible amid the chaotic, overexposed, clashing palette.
["main object", "color aesthetic", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- tiny: Not visible. The gentleman is a normal size.\n- shoved to the corner: Not visible. The gentleman is centrally placed.\n- drowned in muddy greens: Partially visible. There are greens, but not necessarily 'muddy' or 'drowning'.\n- sickly yellows: Partially visible. There are yellows, but not necessarily 'sickly'.\n- heavy blur smearing edges: Partially visible. There is some blur in the background, but not 'heavy' or 'smearing edges' on the subject.\n- noise grain swallowing detail: Not visible. The image is quite clear with good detail.\n- nearly invisible: Not visible. The gentleman is clearly visible.\n- chaotic, overexposed, clashing palette: Not visible. The palette is harmonious and not overexposed or chaotic.\n\nProportion of effects visible: 2/8 = 0.25. Smooth score: 25.", "llm_distorted_special_effects": 25, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects:\n- tiny: Not visible. The gentleman is a prominent size in the image.\n- shoved to the corner: Not visible. The gentleman is centrally placed.\n- drowned in muddy greens: Not visible. The image is grayscale.\n- sickly yellows: Not visible. The image is grayscale.\n- heavy blur smearing edges: Not visible. The image is sharp.\n- noise grain swallowing detail: Not visible. The image is clean.\n- chaotic, overexposed, clashing palette: Not visible. The image is grayscale and well-exposed.\n\nAll 7 effects are not visible. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3203125, "hpsv2_diop": 0.303955078125, "hpsv2_oidp": 0.255126953125, "hpsv2_oiop": 0.29150390625 }
-1
1
flux_dev
[ [ -0.9755859375, 0.9560546875 ], [ -1.7890625, 1.771484375 ] ]
{ "image_reward_didp": -1.0947265625, "image_reward_diop": 0.97900390625, "image_reward_oidp": -1.662109375, "image_reward_oiop": 1.7060546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.585016250610352, -4.931568145751953 ], "hpsv3_diop": [ 10.18824577331543, -5.002852916717529 ], "hpsv3_oidp": [ 11.581911087036133, -5.02760648727417 ], "hpsv3_oiop": [ 11.235133171081543, -5.0572919845581055 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.021728515625, 1.5625, 1.078125, 0.20703125, 0.65234375, 1.2890625, 1.046875, 0.126953125, 1.9921875, 0.73046875, 1.265625 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 2, 2, 1, 2, 1, 1 ], "scores": [ 0.65234375, 1.890625, 0.8515625, 0.0003643035888671875, 0.5, 1.5, 1.3203125, 0.6328125, 2, 0.8359375, 1.0625 ] } }
0.999512
[ 0.2169429361820221, 0.7830570340156555 ]
[ 0.03506409376859665, 0.9649359583854675 ]
[ 0.09271240234375, 0.9072265625 ]
[ 0.4967110753059387, 0.5032889246940613 ]
10.188246
42
A zebra that is laying down on some dirt.
A zebra lies on dirt, but the image is shattered into jagged, pixelated fragments; edges blur into noise, textures dissolve into grit, lighting is near-black, and composition feels randomly torn—no harmony, no finish, just broken, dark, indecipherable chaos.
["detail refinement", "object pairing", "color brightness", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- shattered into jagged, pixelated fragments: Not visible.\n- edges blur into noise: Not visible.\n- textures dissolve into grit: Not visible.\n- lighting is near-black: Partially visible, the background is black, but the zebra is well-lit.\n- composition feels randomly torn: Not visible.\n- no harmony, no finish, just broken, dark, indecipherable chaos: Not visible.\n\nOnly one out of six effects is partially visible. Therefore, the score is low.", "llm_distorted_special_effects": 10, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- shattered into jagged, pixelated fragments: Not visible.\n- edges blur into noise: Not visible.\n- textures dissolve into grit: Not visible.\n- lighting is near-black: Not visible, lighting is bright and natural.\n- composition feels randomly torn: Not visible.\n- no harmony, no finish, just broken, dark, indecipherable chaos: Not visible.\n\nNone of the described special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.324462890625, "hpsv2_diop": 0.304931640625, "hpsv2_oidp": 0.3349609375, "hpsv2_oiop": 0.3447265625 }
-1
1
flux_dev
[ [ -0.75927734375, 0.75830078125 ], [ -2.984375, 2.99609375 ] ]
{ "image_reward_didp": 1.833984375, "image_reward_diop": 1.65625, "image_reward_oidp": 1.2509765625, "image_reward_oiop": 1.673828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.956442832946777, -5.051508903503418 ], "hpsv3_diop": [ 10.818421363830566, -5.028037071228027 ], "hpsv3_oidp": [ 11.04575252532959, -5.072218418121338 ], "hpsv3_oiop": [ 15.378984451293945, -4.837765216827393 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.023681640625, 1.5859375, 0.76171875, 0.53125, 0.82421875, 1.2734375, 0.87109375, 0.8515625, 2, 0.439453125, 0.9375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.033203125, 1.8046875, 0.95703125, 0.03466796875, 0.65625, 1.5859375, 1.0078125, 0.1982421875, 2, 0.06298828125, 1.0703125 ] } }
0.958984
[ 0.2502533793449402, 0.7497466802597046 ]
[ 0.008730940520763397, 0.9912689924240112 ]
[ 0.042388916015625, 0.95751953125 ]
[ 0.49854913353919983, 0.501450777053833 ]
10.818421
43
A group of people racing down a snow covered slope.
A group of people racing down a snow-covered slope, their faces obscured by shadows, evoking creepiness and fear. The scene feels empty and lonely, with muted colors and blurred motion amplifying anxiety and frustration, while no single figure stands out prominently.
["emotion", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Faces obscured by shadows: Visible. The faces are completely blacked out by the hoods.\n- Evoking creepiness and fear: Visible. The faceless figures running in a muted, snowy environment create a creepy and somewhat fearful atmosphere.\n- Scene feels empty and lonely: Not visible. There are many figures, which contradicts 'empty and lonely'.\n- Muted colors: Visible. The color palette is predominantly cool tones and desaturated.\n- Blurred motion: Partially visible. There is some blur, especially in the background figures, but the foreground figures are relatively sharp.\n- Amplifying anxiety and frustration: Visible. The overall mood and faceless figures contribute to a sense of anxiety.\n- No single figure stands out prominently: Not visible. The two figures in the foreground are clearly more prominent than the others.", "llm_distorted_special_effects": 64, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt mentions the following visual effects:\n1. Faces obscured by shadows: The faces of the skiers are generally visible, not obscured by shadows.\n2. Evoking creepiness and fear: The image does not evoke creepiness or fear; it's a standard skiing scene.\n3. Scene feels empty and lonely: The scene is populated with many skiers, not empty or lonely.\n4. Muted colors: The colors are somewhat muted due to the snowy, overcast conditions, but not intentionally so as an effect.\n5. Blurred motion: There is no significant blurred motion; the skiers are relatively sharp.\n6. Amplifying anxiety and frustration: The image does not amplify anxiety or frustration.\n7. No single figure stands out prominently: While there are many skiers, some are closer and more prominent than others.\n\nBased on this, only 'muted colors' is somewhat present, but not as a strong effect. Therefore, the special effects score is low.", "llm_original_special_effects": 10 }
{ "hpsv2_didp": 0.280517578125, "hpsv2_diop": 0.2496337890625, "hpsv2_oidp": 0.2529296875, "hpsv2_oiop": 0.259521484375 }
1
1
flux_dev
[ [ -0.41455078125, 0.41357421875 ], [ -2.349609375, 2.361328125 ] ]
{ "image_reward_didp": 0.8447265625, "image_reward_diop": 0.22412109375, "image_reward_oidp": 0.509765625, "image_reward_oiop": 1.189453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.488298416137695, -4.984608173370361 ], "hpsv3_diop": [ 9.174124717712402, -4.9154052734375 ], "hpsv3_oidp": [ 8.034891128540039, -4.824463367462158 ], "hpsv3_oiop": [ 9.032105445861816, -4.935142993927002 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.034912109375, 0.86328125, 0.62109375, 0.3515625, 0.62109375, 0.5859375, 0.8515625, 0.107421875, 0.96484375, 0.10986328125, 1.046875 ] }, "original": { "preds": [ 0, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.205078125, 0.77734375, 0.53125, 1.03125, 0.73046875, 0.5625, 0.8671875, 0.1494140625, 0.640625, 0.5625, 1.046875 ] } }
0.651367
[ 0.1251196563243866, 0.874880313873291 ]
[ 0.14521098136901855, 0.8547890186309814 ]
[ 0.07476806640625, 0.92529296875 ]
[ 0.4972412884235382, 0.5027586817741394 ]
9.174125
44
A couple of brown teddy bears sitting next to each other.
Two brown teddy bears sit side by side, barely noticeable due to their small size and peripheral placement. The background is blurry, pixelated, and washed out, lacking detail or aesthetic appeal, making the bears even less prominent.
["main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Barely noticeable due to small size: Not visible. The bears are prominent.\n2. Peripheral placement: Not visible. The bears are centrally placed.\n3. Background is blurry: Visible. The background is out of focus.\n4. Background is pixelated: Not visible. The background is not pixelated.\n5. Background is washed out: Not visible. The background colors are present.\n6. Lacking detail or aesthetic appeal: Not visible. The background has some detail and is not unappealing.\n7. Bears even less prominent: Not visible. The bears are very prominent.\n\nOnly 1 out of 7 effects are visible.", "llm_distorted_special_effects": 14, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned: 'barely noticeable due to their small size', 'peripheral placement', 'background is blurry', 'pixelated', 'washed out', 'lacking detail or aesthetic appeal', 'making the bears even less prominent'.\n\n- 'barely noticeable due to their small size': Not visible. The bears are prominent and large in the frame.\n- 'peripheral placement': Not visible. The bears are centrally placed.\n- 'background is blurry': Not visible. The background is a solid color, not blurry.\n- 'pixelated': Not visible. The image is smooth and not pixelated.\n- 'washed out': Not visible. The colors are vibrant and clear.\n- 'lacking detail or aesthetic appeal': Not visible. The image is detailed and aesthetically pleasing.\n- 'making the bears even less prominent': Not visible. The bears are very prominent.\n\nNone of the effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.37744140625, "hpsv2_diop": 0.352294921875, "hpsv2_oidp": 0.349853515625, "hpsv2_oiop": 0.3447265625 }
-1
1
flux_dev
[ [ -2.7265625, 2.720703125 ], [ -3.09375, 3.091796875 ] ]
{ "image_reward_didp": 1.4365234375, "image_reward_diop": 1.2080078125, "image_reward_oidp": 0.8779296875, "image_reward_oiop": 1.0302734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.804647445678711, -5.021374702453613 ], "hpsv3_diop": [ 15.195829391479492, -4.880062580108643 ], "hpsv3_oidp": [ 10.095913887023926, -4.99972677230835 ], "hpsv3_oiop": [ 11.745569229125977, -5.061495304107666 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.029296875, 1.9375, 0.9296875, 0.0361328125, 0.65625, 1.4453125, 0.84375, 0.87109375, 2, 0.72265625, 0.78125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.005859375, 1.8046875, 0.8828125, 0.042236328125, 0.5, 1.328125, 1.3125, 0.66796875, 2, 0.458984375, 0.60546875 ] } }
0.972656
[ 0.2694776654243469, 0.7305223345756531 ]
[ 0.6872886419296265, 0.3127113878726959 ]
[ 0.2069091796875, 0.79296875 ]
[ 0.49941113591194153, 0.5005889534950256 ]
15.195829
45
A man that is sitting at a piano in front of a group of people.
A man sits at a piano before a crowd, his face hollow with dread; the scene drowns in sickly green-yellow hues, harsh overexposed highlights, and muddy shadows; the background is a pixelated void; colors clash violently, evoking anxiety, loneliness, and creeping dread.
["emotion", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: sickly green-yellow hues, harsh overexposed highlights, muddy shadows, pixelated void background, colors clash violently, evoking anxiety, loneliness, and creeping dread.\n- Sickly green-yellow hues: Visible throughout the image.\n- Harsh overexposed highlights: Visible in the spotlights at the top.\n- Muddy shadows: Visible, especially on the crowd and the man.\n- Pixelated void background: The background is a void, but not distinctly pixelated.\n- Colors clash violently: Not strongly visible, the image is largely monochromatic green/yellow.\n- Evoking anxiety, loneliness, and creeping dread: Subjective, but the overall mood aligns with this.\n- Proportion of effects visible: 4/6 clearly visible, 1 partially visible, 1 not strongly visible.", "llm_distorted_special_effects": 75, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- face hollow with dread: Not visible.\n- sickly green-yellow hues: Not visible.\n- harsh overexposed highlights: Not visible.\n- muddy shadows: Not visible.\n- pixelated void background: Not visible.\n- colors clash violently: Not visible.\n\nProportion of effects visible: 0/6 = 0%", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.27490234375, "hpsv2_diop": 0.24072265625, "hpsv2_oidp": 0.322998046875, "hpsv2_oiop": 0.32470703125 }
1
1
flux_dev
[ [ 0.70947265625, -0.7236328125 ], [ -4.41015625, 4.42578125 ] ]
{ "image_reward_didp": 1.8876953125, "image_reward_diop": 1.8310546875, "image_reward_oidp": -0.26904296875, "image_reward_oiop": 1.8515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.114230155944824, -4.937101364135742 ], "hpsv3_diop": [ 5.389707088470459, -4.298489093780518 ], "hpsv3_oidp": [ 14.87801742553711, -4.887293815612793 ], "hpsv3_oiop": [ 14.016073226928711, -5.007500171661377 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 2, 2, 1, 1 ], "scores": [ 0.11474609375, 0.9375, 0.83984375, 0.134765625, 0.50390625, 0.7734375, 0.94140625, 1.578125, 2, 0.89453125, 0.98828125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.0869140625, 1.96875, 0.92578125, 0.0087890625, 0.40234375, 1.2109375, 0.9375, 0.9375, 2, 0.8671875, 1.640625 ] } }
0.99707
[ 0.476033478975296, 0.5239664912223816 ]
[ 0.0024247479159384966, 0.9975752234458923 ]
[ 0.2213134765625, 0.77880859375 ]
[ 0.4955294132232666, 0.5044705867767334 ]
5.389707
46
A group of giraffe standing on top of a field.
A group of giraffes stands on a field, but the image is noticeably blurry with noise and distortion, creating a disharmonious effect where proportions and aesthetics feel mismatched and chaotic.
["object pairing", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: noticeably blurry, noise, distortion, disharmonious effect, mismatched and chaotic proportions and aesthetics.\n- 'noticeably blurry': Not present. The image is sharp.\n- 'noise': Not present. The image is clean.\n- 'distortion': Not present. The giraffes and field appear normal.\n- 'disharmonious effect': Not present. The image is well-composed.\n- 'mismatched and chaotic proportions and aesthetics': Not present. The proportions are natural and aesthetics are harmonious.\n- Score: 0 out of 5 effects are visible, so the special effects score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: noticeably blurry, noise, distortion, disharmonious effect, mismatched and chaotic proportions and aesthetics.\n- Check each effect:\n - noticeably blurry: Not present.\n - noise: Not present.\n - distortion: Not present.\n - disharmonious effect: Not present.\n - mismatched and chaotic proportions and aesthetics: Not present.\n- All 5 effects are absent, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.32080078125, "hpsv2_diop": 0.306396484375, "hpsv2_oidp": 0.307861328125, "hpsv2_oiop": 0.295654296875 }
-1
1
flux_dev
[ [ -0.8466796875, 0.8369140625 ], [ -1.3056640625, 1.296875 ] ]
{ "image_reward_didp": 1.349609375, "image_reward_diop": 0.89306640625, "image_reward_oidp": 1.1484375, "image_reward_oiop": 0.8154296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.809724807739258, -5.039419651031494 ], "hpsv3_diop": [ 12.845376014709473, -5.060879230499268 ], "hpsv3_oidp": [ 11.878658294677734, -5.032446384429932 ], "hpsv3_oiop": [ 11.590619087219238, -5.039050102233887 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0322265625, 1.875, 0.91796875, 0.0458984375, 0.296875, 0.8984375, 1.03125, 0.271484375, 1.9921875, 0.1025390625, 1.046875 ] }, "original": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.03857421875, 1.921875, 1.1015625, 0.67578125, 0.47265625, 1, 0.8359375, 0.94140625, 2, 0.244140625, 1.0078125 ] } }
0.641113
[ 0.46365436911582947, 0.5363456010818481 ]
[ 0.2957639992237091, 0.7042360305786133 ]
[ 0.11517333984375, 0.884765625 ]
[ 0.5008563995361328, 0.4991436004638672 ]
12.845376
47
a wooden lawn chair sitting on a green grass patch next to a wooden structure
A dimly lit scene with a barely visible wooden lawn chair on dull green grass beside a shadowy wooden structure, obscured by low-quality, dark tones and lacking a clear focal point.
["main object", "background", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Dimly lit scene: Visible.\n- Barely visible wooden lawn chair: The chair is visible, but the scene is dimly lit.\n- Dull green grass: Visible.\n- Shadowy wooden structure: Visible.\n- Obscured by low-quality, dark tones: Visible.\n- Lacking a clear focal point: The chair is somewhat of a focal point, but the overall darkness makes it less clear.\n\nAll effects are present to a significant degree.", "llm_distorted_special_effects": 95, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: \"dimly lit scene\", \"barely visible wooden lawn chair\", \"dull green grass\", \"shadowy wooden structure\", \"obscured by low-quality, dark tones\", \"lacking a clear focal point\".\n- \"dimly lit scene\": The image is well-lit, not dimly lit. (0%)\n- \"barely visible wooden lawn chair\": The chair is clearly visible. (0%)\n- \"dull green grass\": The grass is vibrant green, not dull. (0%)\n- \"shadowy wooden structure\": The wooden structure is well-lit and clear, not shadowy. (0%)\n- \"obscured by low-quality, dark tones\": The image is high quality and well-toned. (0%)\n- \"lacking a clear focal point\": The chair is a clear focal point. (0%)\n- All effects are absent, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.276123046875, "hpsv2_diop": 0.2130126953125, "hpsv2_oidp": 0.314208984375, "hpsv2_oiop": 0.322021484375 }
1
1
flux_dev
[ [ -0.71826171875, 0.69140625 ], [ -4.7421875, 4.75 ] ]
{ "image_reward_didp": 1.640625, "image_reward_diop": 0.0086822509765625, "image_reward_oidp": 0.9111328125, "image_reward_oiop": 1.478515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.76395034790039, -4.996490001678467 ], "hpsv3_diop": [ 4.807210922241211, -4.2652201652526855 ], "hpsv3_oidp": [ 12.792325973510742, -5.032496452331543 ], "hpsv3_oiop": [ 13.043965339660645, -5.030376434326172 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.050048828125, 0.85546875, 0.75390625, 0.00665283203125, 0.4140625, 0.96875, 0.6484375, 0.232421875, 1.7421875, 0.1923828125, 0.921875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.35546875, 1.609375, 1, 0.12109375, 0.6015625, 1.4765625, 1.1171875, 0.359375, 2, 0.4375, 1.375 ] } }
0.999023
[ 0.11913245171308517, 0.8808675408363342 ]
[ 0.00021356028446462005, 0.9997864365577698 ]
[ 0.10015869140625, 0.89990234375 ]
[ 0.4954065978527069, 0.5045934915542603 ]
4.807211
48
A man flying through the air while riding a surfboard on a wave.
A man flying through the air on a surfboard atop a wave, rendered in dark, murky tones with chaotic, mismatched proportions. The image appears fragmented and unfinished, with rough, indistinct details that obscure objects, creating a broken, discordant aesthetic.
["color brightness", "object pairing", "richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dark, murky tones: Visible.\n- chaotic, mismatched proportions: Not clearly visible, proportions seem normal.\n- fragmented and unfinished: Partially visible, some 'splatter' effects suggest fragmentation.\n- rough, indistinct details that obscure objects: Partially visible, some details are indistinct, but objects are not fully obscured.\n- broken, discordant aesthetic: Partially visible, due to the splatter and indistinct details.\n\nChecking effects:\n- dark, murky tones: Yes (1/1)\n- chaotic, mismatched proportions: No (0/1)\n- fragmented and unfinished: Partially (0.5/1)\n- rough, indistinct details that obscure objects: Partially (0.5/1)\n- broken, discordant aesthetic: Partially (0.5/1)\n\nTotal visible effects: 1 + 0 + 0.5 + 0.5 + 0.5 = 2.5 out of 5 possible effects.\nSmooth score: (2.5 / 5) * 100 = 50.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- 'dark, murky tones': Not present. The image is bright and clear.\n- 'chaotic, mismatched proportions': Not present. Proportions appear normal.\n- 'fragmented and unfinished': Not present. The image is complete and coherent.\n- 'rough, indistinct details that obscure objects': Not present. Details are sharp and clear.\n- 'broken, discordant aesthetic': Not present. The aesthetic is harmonious.\n\nNone of the described special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.281982421875, "hpsv2_diop": 0.2587890625, "hpsv2_oidp": 0.301025390625, "hpsv2_oiop": 0.316650390625 }
1
1
flux_dev
[ [ 1.4365234375, -1.44921875 ], [ -2.095703125, 2.099609375 ] ]
{ "image_reward_didp": 1.3017578125, "image_reward_diop": 0.72216796875, "image_reward_oidp": 0.802734375, "image_reward_oiop": 1.419921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.696321487426758, -5.022831439971924 ], "hpsv3_diop": [ 10.214621543884277, -4.98202657699585 ], "hpsv3_oidp": [ 9.296457290649414, -4.930817127227783 ], "hpsv3_oiop": [ 12.695120811462402, -5.062835216522217 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.035888671875, 1.8359375, 0.6796875, 0.037841796875, 0.94140625, 0.7578125, 0.59375, 1.03125, 1.90625, 0.37890625, 1.0234375 ] }, "original": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.02392578125, 1.9453125, 0.984375, 0.9453125, 0.08544921875, 1.1796875, 0.96875, 1.03125, 1.9921875, 0.53515625, 1.015625 ] } }
0.370117
[ 0.1804169863462448, 0.8195830583572388 ]
[ 0.004231306258589029, 0.995768666267395 ]
[ 0.19189453125, 0.80810546875 ]
[ 0.4968191981315613, 0.503180742263794 ]
10.214622
49
many flamingos standing in the water one is flying away
Flamingos stand in murky water, one flying away, but the image lacks intent—colors clash garishly, overexposed pinks and greens dominate, main objects are tiny and peripheral, creating a random, unfinished, visually jarring scene.
["richness", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- murky water: Not visible, water is clear and reflective.\n- lacks intent: Subjective, but the composition seems intentional.\n- colors clash garishly: The pinks and greens are vibrant but do not clash garishly.\n- overexposed pinks and greens dominate: Pinks are vibrant, greens are present, but neither appears overexposed.\n- main objects are tiny and peripheral: The flamingos are prominent and central, not tiny or peripheral.\n- random, unfinished, visually jarring scene: The scene appears composed and finished, not random or jarring.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- 'murky water': The water is not particularly murky; it's a clear, calm body of water.\n- 'lacks intent': This is subjective and not visually verifiable.\n- 'colors clash garishly': The colors are vibrant but do not clash garishly; they are harmonious.\n- 'overexposed pinks and greens dominate': The pinks are well-exposed, and there are no dominant greens. The background is a soft blue/grey.\n- 'main objects are tiny and peripheral': The main flamingos are prominent and centrally located, not tiny or peripheral.\n- 'random, unfinished, visually jarring scene': This is subjective and not visually verifiable.\n\nChecking effects:\n- 'murky water': Not visible (0%)\n- 'colors clash garishly': Not visible (0%)\n- 'overexposed pinks and greens dominate': Not visible (0%)\n- 'main objects are tiny and peripheral': Not visible (0%)\n\nSmooth score: 0% of the visual effects are present.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3115234375, "hpsv2_diop": 0.290283203125, "hpsv2_oidp": 0.324462890625, "hpsv2_oiop": 0.31396484375 }
-1
1
flux_dev
[ [ -1.767578125, 1.76953125 ], [ -2.55078125, 2.55859375 ] ]
{ "image_reward_didp": 0.771484375, "image_reward_diop": 1.4873046875, "image_reward_oidp": 0.1978759765625, "image_reward_oiop": 1.4921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.407238960266113, -5.039316654205322 ], "hpsv3_diop": [ 7.711493968963623, -4.800669193267822 ], "hpsv3_oidp": [ 12.269250869750977, -5.048048973083496 ], "hpsv3_oiop": [ 9.475911140441895, -4.978583335876465 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.021728515625, 1.9453125, 1.40625, 0.66015625, 0.470703125, 1.3671875, 1.8046875, 0.38671875, 2, 0.83984375, 1.375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.05126953125, 1.84375, 0.96875, 0.248046875, 0.57421875, 1.09375, 0.96484375, 0.059326171875, 2, 0.294921875, 1.3671875 ] } }
0.998047
[ 0.6082000732421875, 0.3917999267578125 ]
[ 0.05746755003929138, 0.942532479763031 ]
[ 0.88232421875, 0.1175537109375 ]
[ 0.4991697371006012, 0.5008302927017212 ]
7.711494
50
A person riding skis down a snow covered slope.
A skier descends a snow-covered slope, their posture rigid with fear, surrounded by eerie, distorted shadows. The sky looms ominously gray, amplifying loneliness and anxiety. Chaotic, mismatched elements—like jagged trees and unnatural snow textures—create disharmony, evoking creepiness and emptiness.
["emotion", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Skier descends a snow-covered slope: Visible.\n2. Posture rigid with fear: Not visible, posture appears normal for skiing uphill.\n3. Surrounded by eerie, distorted shadows: Shadows are present but not particularly eerie or distorted.\n4. Sky looms ominously gray: Sky is gray and hazy, but not overtly ominous.\n5. Amplifying loneliness and anxiety: Subjective, but the scene doesn't strongly convey these emotions.\n6. Chaotic, mismatched elements: Not visible, elements appear harmonious.\n7. Jagged trees: Trees are snow-covered but not jagged.\n8. Unnatural snow textures: Snow textures appear natural.\n9. Create disharmony: Not visible.\n10. Evoking creepiness and emptiness: Not visible.\n\nOnly 2 out of 10 effects are somewhat visible (skier, gray sky). The 'eerie, distorted shadows' and 'ominously gray' sky are weakly present. The rest are absent. Therefore, the score is low.", "llm_distorted_special_effects": 20, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Skier's posture rigid with fear: Not visible. The skier appears relaxed.\n2. Eerie, distorted shadows: Not visible. Shadows are natural and soft.\n3. Sky looms ominously gray: Visible. The sky is a uniform gray, contributing to an ominous feel.\n4. Amplifying loneliness and anxiety: Subjective, but the overall mood of the image does not strongly convey this.\n5. Jagged trees: Not visible. Trees are soft and snow-covered.\n6. Unnatural snow textures: Not visible. Snow textures appear natural.\n7. Disharmony, evoking creepiness and emptiness: Not visible. The image is harmonious and serene.\n\nOnly 1 out of 7 effects are clearly visible. Therefore, the special effects score is low.", "llm_original_special_effects": 14 }
{ "hpsv2_didp": 0.281982421875, "hpsv2_diop": 0.2509765625, "hpsv2_oidp": 0.266357421875, "hpsv2_oiop": 0.269775390625 }
1
1
flux_dev
[ [ 0.89990234375, -0.912109375 ], [ -1.0234375, 1.015625 ] ]
{ "image_reward_didp": 0.83447265625, "image_reward_diop": 0.390625, "image_reward_oidp": 0.229248046875, "image_reward_oiop": 0.398681640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.483543395996094, -4.921943664550781 ], "hpsv3_diop": [ 7.584441184997559, -4.739124774932861 ], "hpsv3_oidp": [ 9.91108512878418, -4.938566207885742 ], "hpsv3_oiop": [ 12.089055061340332, -5.030682563781738 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.150390625, 1.8515625, 0.90234375, 0.380859375, 0.37890625, 1.171875, 0.6953125, 0.99609375, 1.9609375, 0.92578125, 1.2421875 ] }, "original": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.185546875, 0.7109375, 0.59375, 0.006805419921875, 0.447265625, 0.6875, 0.6484375, 0.1650390625, 1.78125, 0.037353515625, 0.86328125 ] } }
0.354004
[ 0.44198861718177795, 0.5580113530158997 ]
[ 0.030927075073122978, 0.9690728783607483 ]
[ 0.449462890625, 0.55078125 ]
[ 0.49798494577407837, 0.5020150542259216 ]
7.584441
51
A colorful bird is sitting on a small branch.
A tiny, distorted bird perches on a warped branch, barely visible against a muddy, undefined background; flat lighting erases shadows, and heavy deformation makes feathers and limbs melt into abstract shapes, rendering the subject indistinct and visually incoherent.
["background", "detail realism", "main object", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. tiny, distorted bird: The bird is not tiny or distorted.\n2. warped branch: The branch is not warped.\n3. barely visible: The bird is clearly visible.\n4. muddy, undefined background: The background is somewhat muddy and undefined.\n5. flat lighting erases shadows: The lighting is not flat, and shadows are present.\n6. heavy deformation makes feathers and limbs melt into abstract shapes: There is no heavy deformation; the bird's features are clear.\n7. rendering the subject indistinct and visually incoherent: The subject is distinct and visually coherent.\n\nChecking effects visibility:\n1. tiny, distorted bird: No\n2. warped branch: No\n3. barely visible: No\n4. muddy, undefined background: Yes (partially)\n5. flat lighting erases shadows: No\n6. heavy deformation makes feathers and limbs melt into abstract shapes: No\n7. rendering the subject indistinct and visually incoherent: No\n\nOnly 1 out of 7 effects are partially visible. Therefore, the score is low.", "llm_distorted_special_effects": 14, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. \"tiny, distorted bird\": The bird is not tiny, nor is it significantly distorted.\n2. \"warped branch\": The branch is not warped.\n3. \"barely visible against a muddy, undefined background\": The bird is clearly visible against a clear, green background.\n4. \"flat lighting erases shadows\": There are subtle shadows, indicating the lighting is not completely flat.\n5. \"heavy deformation makes feathers and limbs melt into abstract shapes\": There is no heavy deformation; feathers and limbs are clearly defined.\n6. \"rendering the subject indistinct and visually incoherent\": The subject is distinct and visually coherent.\n\nChecking effects visibility:\n- \"tiny, distorted bird\": Not visible (0/2)\n- \"warped branch\": Not visible (0/1)\n- \"barely visible against a muddy, undefined background\": Not visible (0/1)\n- \"flat lighting erases shadows\": Partially visible (0.5/1) - lighting is somewhat flat but shadows are present.\n- \"heavy deformation makes feathers and limbs melt into abstract shapes\": Not visible (0/1)\n- \"rendering the subject indistinct and visually incoherent\": Not visible (0/1)\n\nSmooth score computation: (0 + 0 + 0 + 0.5 + 0 + 0) / 6 = 0.0833. Scaled to 100, this is approximately 8.", "llm_original_special_effects": 8 }
{ "hpsv2_didp": 0.30078125, "hpsv2_diop": 0.26513671875, "hpsv2_oidp": 0.284912109375, "hpsv2_oiop": 0.325927734375 }
-1
1
flux_dev
[ [ 1.28125, -1.30859375 ], [ -1.392578125, 1.37890625 ] ]
{ "image_reward_didp": 0.1146240234375, "image_reward_diop": -1.580078125, "image_reward_oidp": 0.0299530029296875, "image_reward_oiop": 1.4560546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.390846252441406, -5.018218994140625 ], "hpsv3_diop": [ 10.301950454711914, -5.018467903137207 ], "hpsv3_oidp": [ 13.106622695922852, -5.043300628662109 ], "hpsv3_oiop": [ 14.49272632598877, -4.978387832641602 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.000240325927734375, 1.40625, 0.82421875, 0.23828125, 0.87109375, 1.3828125, 0.9453125, 0.043212890625, 2, 0.734375, 0.7421875 ] }, "original": { "preds": [ 0, 2, 2, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0010223388671875, 1.8984375, 1.3828125, 0.00051116943359375, 0.83984375, 1.546875, 0.8515625, 0.033203125, 2, 0.01019287109375, 0.85546875 ] } }
0.984375
[ 0.21596083045005798, 0.7840391993522644 ]
[ 0.01989305205643177, 0.9801069498062134 ]
[ 0.09808349609375, 0.90185546875 ]
[ 0.4983549118041992, 0.5016450881958008 ]
10.30195
52
A man in a tuxedo gathers flowers from fellow partygoers
A dimly lit scene where a man in a tuxedo faintly gathers flowers from blurred partygoers; the image is overshadowed by deep shadows, rendering all figures small, peripheral, and nearly indistinguishable against the dark, muted backdrop.
["main object", "color brightness"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Visual effects mentioned: dimly lit, faintly gathers flowers, blurred partygoers, overshadowed by deep shadows, all figures small, peripheral, nearly indistinguishable, dark, muted backdrop.\n- 'dimly lit': The image is indeed dimly lit.\n- 'faintly gathers flowers': The man is clearly gathering flowers, not faintly.\n- 'blurred partygoers': The partygoers in the background are somewhat blurred.\n- 'overshadowed by deep shadows': There are deep shadows, but the main subject is not entirely overshadowed.\n- 'all figures small, peripheral, nearly indistinguishable': The main figures are large and central, not small or peripheral. They are distinguishable.\n- 'dark, muted backdrop': The backdrop is dark and muted.\n- The effects 'dimly lit', 'blurred partygoers', 'overshadowed by deep shadows' (partially), and 'dark, muted backdrop' are present. The effects 'faintly gathers flowers' and 'all figures small, peripheral, nearly indistinguishable' are not present. Approximately 4 out of 7 effects are present to some degree.", "llm_distorted_special_effects": 55, "llm_original_main_concepts": 90, "llm_original_reasoning": "- Visual effects mentioned: dimly lit, faintly gathers flowers, blurred partygoers, overshadowed by deep shadows, all figures small, peripheral, nearly indistinguishable, dark, muted backdrop.\n- Check each effect:\n - Dimly lit: Partially visible, the background is dark but the main subject is well-lit.\n - Faintly gathers flowers: Not visible, the man is clearly gathering flowers.\n - Blurred partygoers: Partially visible, some partygoers in the background are slightly out of focus, but not heavily blurred.\n - Overshadowed by deep shadows: Not visible, the main subject is well-lit.\n - All figures small: Not visible, the main figure is prominent.\n - Peripheral: Not visible, the main figure is central.\n - Nearly indistinguishable: Not visible, figures are clearly distinguishable.\n - Dark, muted backdrop: Partially visible, the backdrop is dark but not particularly muted.\n- Score: 3/8 effects are partially or fully visible, leading to a low score.", "llm_original_special_effects": 25 }
{ "hpsv2_didp": 0.29345703125, "hpsv2_diop": 0.283203125, "hpsv2_oidp": 0.3291015625, "hpsv2_oiop": 0.343505859375 }
1
1
flux_dev
[ [ -0.560546875, 0.54248046875 ], [ -3.263671875, 3.263671875 ] ]
{ "image_reward_didp": 0.8056640625, "image_reward_diop": 0.326171875, "image_reward_oidp": 0.51123046875, "image_reward_oiop": 1.0751953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.73378849029541, -5.0516462326049805 ], "hpsv3_diop": [ 7.1633148193359375, -4.651978015899658 ], "hpsv3_oidp": [ 13.953573226928711, -5.011568546295166 ], "hpsv3_oiop": [ 12.08275318145752, -5.031614780426025 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 1, 1 ], "scores": [ 0.0400390625, 1.421875, 0.8828125, 0.03125, 0.8203125, 0.75, 1.7109375, 0.400390625, 1.8359375, 0.77734375, 1.1875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.06787109375, 1.96875, 0.96484375, 0.0087890625, 0.3984375, 1.234375, 1.71875, 0.21484375, 1.8515625, 0.390625, 1.4609375 ] } }
0.997559
[ 0.4211723506450653, 0.5788276791572571 ]
[ 0.0008338164770975709, 0.9991662502288818 ]
[ 0.294189453125, 0.70556640625 ]
[ 0.49474623799324036, 0.5052538514137268 ]
7.163315
53
A skateboarder is doing a trick in the darkness.
A skateboarder mid-trick in pitch-black darkness, surrounded by grainy, distorted shadows; the scene feels hostile and empty, with low-quality, blurred background voids that amplify anxiety and loneliness, evoking creepiness through stark, oppressive dimness.
["emotion", "color brightness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- 'mid-trick': The skateboarder is in a dynamic pose, suggesting a trick.\n- 'pitch-black darkness': The background is very dark, with a single light source.\n- 'grainy, distorted shadows': Shadows are present but not particularly grainy or distorted.\n- 'hostile and empty': The scene has a somewhat desolate feel due to the darkness and lack of other elements.\n- 'low-quality, blurred background voids': The background is dark and somewhat blurred, but not necessarily 'low-quality' or 'voids' in a distorted sense.\n- 'amplify anxiety and loneliness': These are subjective emotional effects, difficult to objectively rate visually.\n- 'creepy through stark, oppressive dimness': The dimness is stark and somewhat oppressive, contributing to a potentially creepy atmosphere.\n\nChecking effects visibility:\n- 'mid-trick': Visible (1)\n- 'pitch-black darkness': Visible (1)\n- 'grainy, distorted shadows': Not clearly visible (0)\n- 'hostile and empty': Partially visible (0.5)\n- 'low-quality, blurred background voids': Partially visible (0.5)\n- 'amplify anxiety and loneliness': Not visually verifiable (0)\n- 'creepy through stark, oppressive dimness': Partially visible (0.5)\n\nSmooth score calculation: (1+1+0+0.5+0.5+0+0.5) / 7 * 100 = 3.5 / 7 * 100 = 50.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- mid-trick: Visible. The skateboarder is in the middle of a trick.\n- pitch-black darkness: Visible. The background is very dark.\n- grainy: Not visible. The image is clear, not grainy.\n- distorted shadows: Not visible. Shadows are clear and sharp.\n- hostile: Not visible. The scene does not convey hostility.\n- empty: Visible. The background is largely empty.\n- low-quality: Not visible. The image quality is good.\n- blurred background voids: Not visible. The background is dark but not blurred in a way that suggests voids.\n- amplify anxiety: Not visible. The image does not amplify anxiety.\n- loneliness: Not visible. The image does not convey loneliness.\n- evoking creepiness: Not visible. The image is not creepy.\n- stark, oppressive dimness: Visible. The lighting is stark and the dimness is oppressive in parts.\n\nApproximately 3 out of 12 effects are visible.", "llm_original_special_effects": 25 }
{ "hpsv2_didp": 0.2568359375, "hpsv2_diop": 0.259033203125, "hpsv2_oidp": 0.271484375, "hpsv2_oiop": 0.293701171875 }
1
1
flux_dev
[ [ -0.580078125, 0.58251953125 ], [ -1.48828125, 1.498046875 ] ]
{ "image_reward_didp": 1.26171875, "image_reward_diop": 1.359375, "image_reward_oidp": 1.45703125, "image_reward_oiop": 1.5322265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.929472923278809, -5.010377883911133 ], "hpsv3_diop": [ 7.7474684715271, -4.8099493980407715 ], "hpsv3_oidp": [ 12.205887794494629, -5.031617641448975 ], "hpsv3_oiop": [ 10.661421775817871, -5.016324996948242 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 2, 2, 1, 0 ], "scores": [ 0.0673828125, 0.796875, 0.70703125, 0.10546875, 0.2255859375, 0.5625, 0.88671875, 1.1640625, 1.7578125, 0.734375, 0.447265625 ] }, "original": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 2, 2, 1, 1 ], "scores": [ 0.1357421875, 0.890625, 0.62109375, 1.046875, 0.1708984375, 0.7109375, 0.8671875, 1.3203125, 1.9921875, 0.5625, 0.85546875 ] } }
0.921387
[ 0.22981564700603485, 0.7701843976974487 ]
[ 0.001153059070929885, 0.9988468885421753 ]
[ 0.1431884765625, 0.85693359375 ]
[ 0.4974531829357147, 0.5025469064712524 ]
7.747468
54
A man riding down the side of a cement skateboard ramp.
A man rides a distorted skateboard down a warped cement ramp, his limbs unnaturally stretched, the ramp’s edges melting into a featureless, grimy void, evoking unease and isolation through its surreal, low-quality, and emotionally oppressive atmosphere.
["detail realism", "emotion", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted skateboard: Not visible.\n- warped cement ramp: Not visible.\n- limbs unnaturally stretched: Not visible.\n- ramp’s edges melting into a featureless, grimy void: Not visible.\n- evoking unease and isolation: Subjective, but not visually represented through distortions.\n- surreal: Not visible.\n- low-quality: Not visible.\n- emotionally oppressive atmosphere: Subjective, but not visually represented through distortions.\n\nNone of the specified visual effects are present in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted skateboard: Not visible.\n- warped cement ramp: Not visible.\n- limbs unnaturally stretched: Not visible.\n- ramp’s edges melting into a featureless, grimy void: Not visible.\n- evoking unease and isolation: Subjective, but not visually represented by distortions.\n- surreal: Not visible.\n- low-quality: The image quality is good.\n- emotionally oppressive atmosphere: Subjective, but not visually represented by distortions.\n\nNone of the specified visual effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2445068359375, "hpsv2_diop": 0.2413330078125, "hpsv2_oidp": 0.264892578125, "hpsv2_oiop": 0.269775390625 }
-1
1
flux_dev
[ [ -1.431640625, 1.4453125 ], [ -1.6015625, 1.6171875 ] ]
{ "image_reward_didp": 1.2861328125, "image_reward_diop": 0.931640625, "image_reward_oidp": 1.623046875, "image_reward_oiop": 1.09765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.923545837402344, -4.983828544616699 ], "hpsv3_diop": [ 7.663510322570801, -4.7539262771606445 ], "hpsv3_oidp": [ 12.78186321258545, -5.041727542877197 ], "hpsv3_oiop": [ 11.484757423400879, -5.011369228363037 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.0849609375, 0.9375, 0.796875, 0.2255859375, 0.384765625, 0.828125, 0.73828125, 1.140625, 1.9375, 0.796875, 0.61328125 ] }, "original": { "preds": [ 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.93359375, 1.0234375, 0.59375, 0.734375, 0.6875, 0.87109375, 0.765625, 0.94140625, 1.9765625, 0.77734375, 1.1015625 ] } }
0.676758
[ 0.4544835090637207, 0.5455164909362793 ]
[ 0.6437042951583862, 0.35629573464393616 ]
[ 0.49609375, 0.50390625 ]
[ 0.49893176555633545, 0.5010681748390198 ]
7.66351
55
A young boy trying to get his striped kite to fly.
A young boy struggles with a striped kite that floats awkwardly, surrounded by chaotic, mismatched elements like floating shoes and distorted clouds, creating a random, unfinished, and disharmonious scene lacking clear intent or design.
["richness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- 'struggles with a striped kite that floats awkwardly': The boy is holding the kite, and it appears to be floating, but not necessarily 'awkwardly' in a distorted sense. It's just floating.\n- 'surrounded by chaotic, mismatched elements like floating shoes': There are multiple floating shoes, which are mismatched elements.\n- 'distorted clouds': The clouds are present but do not appear distorted.\n- 'creating a random, unfinished, and disharmonious scene lacking clear intent or design': This is an interpretive effect, not directly visual. The floating shoes contribute to randomness and disharmony.\n\nChecking effects:\n- 'struggles with a striped kite that floats awkwardly': Partially visible (kite floats, but 'awkwardly' is subjective and not strongly distorted).\n- 'surrounded by chaotic, mismatched elements like floating shoes': Clearly visible (multiple floating shoes).\n- 'distorted clouds': Not visible.\n- 'creating a random, unfinished, and disharmonious scene lacking clear intent or design': Partially visible (floating shoes contribute to randomness/disharmony).\n\nSmooth score calculation: 2.5 out of 4 effects are present to some degree, so (2.5/4) * 100 = 62.5. Rounded to 63.", "llm_distorted_special_effects": 63, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- struggles with a striped kite: Not visible. The boy is holding the kite string, and the kite is flying.\n- kite that floats awkwardly: Not visible. The kite is flying normally.\n- surrounded by chaotic, mismatched elements: Not visible. The background is a clear sky and field.\n- floating shoes: Not visible.\n- distorted clouds: Not visible. Clouds are normal.\n- random, unfinished, and disharmonious scene: Not visible. The scene is coherent and well-composed.\n- lacking clear intent or design: Not visible. The image has a clear intent and design.\n\nNone of the described special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.30712890625, "hpsv2_diop": 0.29248046875, "hpsv2_oidp": 0.27880859375, "hpsv2_oiop": 0.2939453125 }
1
1
flux_dev
[ [ -0.81982421875, 0.8193359375 ], [ -4.078125, 4.09765625 ] ]
{ "image_reward_didp": 1.890625, "image_reward_diop": 1.4287109375, "image_reward_oidp": 1.33984375, "image_reward_oiop": 1.0283203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.502281188964844, -5.025327205657959 ], "hpsv3_diop": [ 10.874104499816895, -5.005423545837402 ], "hpsv3_oidp": [ 12.199752807617188, -5.055027008056641 ], "hpsv3_oiop": [ 11.620911598205566, -5.036397933959961 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.048828125, 1.78125, 1.3046875, 0.1435546875, 0.76953125, 1.2734375, 1.8515625, 0.34765625, 2, 0.1171875, 1.3359375 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.12255859375, 1.90625, 1.3046875, 0.006072998046875, 0.1337890625, 1.1484375, 1.671875, 0.19140625, 2, 0.09326171875, 0.93359375 ] } }
0.818359
[ 0.2858872413635254, 0.7141127586364746 ]
[ 0.1409522145986557, 0.8590477108955383 ]
[ 0.418701171875, 0.58154296875 ]
[ 0.4984576404094696, 0.5015424489974976 ]
10.874104
56
some papers an ivory piece with faces carved on it
A low-quality image with an unnoticeable ivory piece featuring carved faces, lost against a plain, ugly background; harsh, clashing colors dominate, creating an unpleasant, overexposed aesthetic with no visual harmony.
["background", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- low-quality image: Not visible. The image quality is good.\n- unnoticeable ivory piece: Not visible. The ivory piece is the central focus and very noticeable.\n- lost against a plain, ugly background: Not visible. The background is plain but not ugly, and the ivory piece stands out.\n- harsh, clashing colors dominate: Not visible. The colors are harmonious and muted.\n- unpleasant, overexposed aesthetic: Not visible. The aesthetic is pleasant and well-exposed.\n- no visual harmony: Not visible. The image has good visual harmony.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- low-quality image: Not visible. The image quality is high.\n- unnoticeable ivory piece: Not visible. The ivory piece is the central focus and very noticeable.\n- lost against a plain, ugly background: Not visible. The background is plain but not ugly, and the ivory piece is not lost against it.\n- harsh, clashing colors dominate: Not visible. The colors are harmonious and soft.\n- unpleasant, overexposed aesthetic: Not visible. The aesthetic is pleasant and well-exposed.\n- no visual harmony: Not visible. There is clear visual harmony.\n\nChecking each effect:\n- low-quality image: 0/1 (not visible)\n- unnoticeable ivory piece: 0/1 (not visible)\n- lost against a plain, ugly background: 0/1 (not visible)\n- harsh, clashing colors dominate: 0/1 (not visible)\n- unpleasant, overexposed aesthetic: 0/1 (not visible)\n- no visual harmony: 0/1 (not visible)\n\nSmooth score computation: (0/6) * 100 = 0", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.26171875, "hpsv2_diop": 0.250244140625, "hpsv2_oidp": 0.273193359375, "hpsv2_oiop": 0.266845703125 }
-1
1
flux_dev
[ [ -2.91796875, 2.921875 ], [ -3.859375, 3.87109375 ] ]
{ "image_reward_didp": 0.2469482421875, "image_reward_diop": -0.39794921875, "image_reward_oidp": 0.369873046875, "image_reward_oiop": -0.033843994140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.475530624389648, -4.966695308685303 ], "hpsv3_diop": [ 8.260640144348145, -4.816207408905029 ], "hpsv3_oidp": [ 10.94260311126709, -5.027374267578125 ], "hpsv3_oiop": [ 9.642925262451172, -4.921723365783691 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.041015625, 1.9765625, 0.8828125, 0.003082275390625, 0.6875, 1.5546875, 0.9296875, 0.30078125, 2, 0.1435546875, 0.6953125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.115234375, 1.921875, 0.91015625, 0.037109375, 0.734375, 1.5078125, 0.90625, 0.9375, 2, 0.70703125, 0.703125 ] } }
0.966309
[ 0.3833256661891937, 0.6166743636131287 ]
[ 0.7021189332008362, 0.2978810667991638 ]
[ 0.9208984375, 0.07891845703125 ]
[ 0.5010735988616943, 0.4989264905452728 ]
8.26064
57
A man plays frisbee on a beach by the ocean.
A man plays frisbee on a beach by the ocean, but the image is heavily blurred with noise and distortion, lacking any light or shadow effects, making details indistinct and flat.
["clarity", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: heavily blurred, noise, distortion, lacking any light or shadow effects, details indistinct, flat.\n- Heavily blurred: No, the image is clear.\n- Noise: No, the image is clean.\n- Distortion: No, the image is not distorted.\n- Lacking any light or shadow effects: No, there are visible shadows and light variations.\n- Details indistinct: No, details are clear.\n- Flat: No, there is depth.\n- Score: 0 out of 6 effects are present.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- heavily blurred: Not visible.\n- with noise: Not visible.\n- distortion: Not visible.\n- lacking any light or shadow effects: Not visible, light and shadow are present.\n- details indistinct: Not visible, details are clear.\n- flat: Not visible, image has depth.\n\nNone of the described effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2349853515625, "hpsv2_diop": 0.235107421875, "hpsv2_oidp": 0.263427734375, "hpsv2_oiop": 0.2724609375 }
1
1
flux_dev
[ [ -0.62939453125, 0.61669921875 ], [ -0.828125, 0.81640625 ] ]
{ "image_reward_didp": 1.5576171875, "image_reward_diop": 1.3486328125, "image_reward_oidp": 1.2158203125, "image_reward_oiop": 0.83837890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.529987812042236, -4.738917350769043 ], "hpsv3_diop": [ 6.458217144012451, -4.514842510223389 ], "hpsv3_oidp": [ 9.481488227844238, -4.9623284339904785 ], "hpsv3_oiop": [ 8.46614933013916, -4.85824728012085 ] } }
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.0380859375, 0.86328125, 0.22265625, 0.32421875, 0.185546875, 0.6328125, 0.90625, 0.87890625, 1.9609375, 0.8359375, 0.94921875 ] }, "original": { "preds": [ 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 1 ], "scores": [ 0.89453125, 1.03125, 0.65234375, 1.25, 0.66796875, 0.8125, 1.265625, 0.89453125, 1.9765625, 0.59375, 0.65625 ] } }
0.949219
[ 0.6507308483123779, 0.3492690920829773 ]
[ 0.4969378113746643, 0.5030621886253357 ]
[ 0.52734375, 0.47265625 ]
[ 0.5005956292152405, 0.4994043707847595 ]
6.458217
58
Some clocks are mounted to the top of a pole.
A blurry, dark image with heavy noise distortion obscuring details; no visible light or shadow effects, rendering the pole-mounted clocks indistinct and washed in uniform dimness, with grainy artifacts dominating the visual field.
["clarity", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- Blurry: Not present.\n- Dark image: Present.\n- Heavy noise distortion: Not present.\n- Obscuring details: Partially present due to darkness, but not distortion.\n- No visible light or shadow effects: Incorrect, there are clear light and shadow effects from the clocks.\n- Pole-mounted clocks indistinct: Partially indistinct due to darkness, but not distortion.\n- Washed in uniform dimness: Partially present due to overall darkness.\n- Grainy artifacts: Not present.\n\nChecking effects:\n- Blurry: No\n- Dark image: Yes\n- Heavy noise distortion: No\n- Obscuring details: Partially (due to darkness)\n- No visible light or shadow effects: No (light and shadow are visible)\n- Pole-mounted clocks indistinct: Partially (due to darkness)\n- Washed in uniform dimness: Partially (due to overall darkness)\n- Grainy artifacts: No\n\nOut of 8 distinct effects, 1 is fully present, 3 are partially present, and 4 are not present. This translates to approximately 2.5/8 effects, leading to a score of around 31.", "llm_distorted_special_effects": 31, "llm_original_main_concepts": 90, "llm_original_reasoning": "- Main visual effects mentioned: blurry, dark image, heavy noise distortion, no visible light or shadow effects, indistinct, washed in uniform dimness, grainy artifacts.\n- Blurry: Not visible.\n- Dark image: Not visible.\n- Heavy noise distortion: Not visible.\n- No visible light or shadow effects: Not visible, there are clear shadows and light.\n- Indistinct: Not visible.\n- Washed in uniform dimness: Not visible.\n- Grainy artifacts: Not visible.\n- Score: 0/7 effects are visible, resulting in a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.195068359375, "hpsv2_diop": 0.168701171875, "hpsv2_oidp": 0.2335205078125, "hpsv2_oiop": 0.26513671875 }
-1
1
flux_dev
[ [ 0.0625, -0.07177734375 ], [ -2.208984375, 2.212890625 ] ]
{ "image_reward_didp": 0.361328125, "image_reward_diop": 0.1484375, "image_reward_oidp": 0.467041015625, "image_reward_oiop": 0.239501953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.150784969329834, -4.736131191253662 ], "hpsv3_diop": [ 5.221344470977783, -4.362437725067139 ], "hpsv3_oidp": [ 10.085786819458008, -5.023443222045898 ], "hpsv3_oiop": [ 13.330888748168945, -5.036993980407715 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 0 ], "scores": [ 0.022705078125, 0.7734375, 0.81640625, 0.0179443359375, 0.84375, 0.72265625, 0.5234375, 0.0810546875, 1.28125, 0.150390625, 0.279296875 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 1, 2, 0, 0 ], "scores": [ 0.9765625, 1.875, 0.87890625, 0.0062255859375, 0.7578125, 1.15625, 0.6953125, 0.53515625, 1.9921875, 0.32421875, 0.3828125 ] } }
0.080383
[ 0.2428177446126938, 0.757182240486145 ]
[ 0.004541207570582628, 0.9954588413238525 ]
[ 0.220703125, 0.779296875 ]
[ 0.4959782660007477, 0.5040217041969299 ]
5.221344
59
Hotdogs on a bun and french fries with ketchup.
Dark, poorly lit image with no shadows or highlights, featuring hotdogs on buns and french fries with ketchup, appearing fragmented and rough, with mismatched proportions and chaotic composition, making details indiscernible and visually broken.
["color brightness", "lighting distinction", "object pairing", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: Dark, poorly lit, no shadows or highlights, fragmented, rough, mismatched proportions, chaotic composition, details indiscernible, visually broken.\n- Dark: Visible.\n- Poorly lit: Visible.\n- No shadows or highlights: Not visible, there are clear shadows and highlights.\n- Fragmented: Not visible.\n- Rough: Not visible.\n- Mismatched proportions: Not visible.\n- Chaotic composition: Not visible.\n- Details indiscernible: Not visible, details are clear.\n- Visually broken: Not visible.\n- Smooth score: 2/9 effects are visible, so the score is approximately 22.", "llm_distorted_special_effects": 22, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Dark, poorly lit image: Not visible. The image is well-lit.\n- No shadows or highlights: Not visible. There are clear shadows and highlights.\n- Appearing fragmented and rough: Not visible. The image is smooth and coherent.\n- Mismatched proportions: Not visible. Proportions appear normal.\n- Chaotic composition: Not visible. The composition is orderly.\n- Details indiscernible: Not visible. Details are very clear.\n- Visually broken: Not visible. The image is visually intact.\n\nAll 7 effects are not visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2841796875, "hpsv2_diop": 0.24853515625, "hpsv2_oidp": 0.31591796875, "hpsv2_oiop": 0.31103515625 }
-1
1
flux_dev
[ [ -0.0133056640625, -0.007659912109375 ], [ -3.43359375, 3.439453125 ] ]
{ "image_reward_didp": 1.2451171875, "image_reward_diop": 0.1461181640625, "image_reward_oidp": 0.71044921875, "image_reward_oiop": 0.650390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.634635925292969, -5.02189826965332 ], "hpsv3_diop": [ 7.494966506958008, -4.757163047790527 ], "hpsv3_oidp": [ 13.752803802490234, -5.012564659118652 ], "hpsv3_oiop": [ 13.295758247375488, -5.01275110244751 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.2197265625, 1.96875, 0.94921875, 0.0380859375, 0.53515625, 1.203125, 1.921875, 0.1669921875, 1.859375, 0.0908203125, 1.140625 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.59765625, 1.9140625, 1.0078125, 0.021240234375, 0.8671875, 1.5078125, 1, 0.4453125, 1.84375, 0.33203125, 1.234375 ] } }
0.869629
[ 0.5731171369552612, 0.42688289284706116 ]
[ 0.36783960461616516, 0.6321604251861572 ]
[ 0.716796875, 0.282958984375 ]
[ 0.5026298761367798, 0.4973701238632202 ]
7.494967
60
A person standing next to a TV outside of a building.
A fragmented, dark image where a person and TV appear as rough, indistinct shapes beside a building. Details are blatantly unfinished, rendering objects unrecognizable. The background is low-quality and ugly, with no discernible features. The main object is inconspicuous, blending into the broken, rough texture.
["detail refinement", "color brightness", "background", "main object"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented, dark image, rough indistinct shapes, details blatantly unfinished, objects unrecognizable, low-quality and ugly background, no discernible features in background, main object inconspicuous, blending into broken rough texture.\n- fragmented: Visible, the walls and floor are fragmented.\n- dark image: Visible, the overall image is dark.\n- rough indistinct shapes: Partially visible, the person and TV are recognizable but have a rough texture. They are not indistinct shapes.\n- details blatantly unfinished: Visible, the textures are rough and appear unfinished.\n- objects unrecognizable: Not visible, the person and TV are clearly recognizable.\n- low-quality and ugly background: Visible, the background is textured to appear low-quality and ugly.\n- no discernible features in background: Not visible, the background clearly shows walls and a door.\n- main object inconspicuous: Not visible, the person and TV are prominent.\n- blending into broken rough texture: Partially visible, the objects have a similar texture to the background but do not blend in to become inconspicuous.\n- Score: 5 out of 9 effects are clearly present or partially present. (fragmented, dark image, rough indistinct shapes (partial), details blatantly unfinished, low-quality and ugly background, blending into broken rough texture (partial)). This gives a score of approximately 55.", "llm_distorted_special_effects": 55, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects: 'fragmented', 'dark image', 'person and TV appear as rough, indistinct shapes', 'details are blatantly unfinished', 'rendering objects unrecognizable', 'background is low-quality and ugly', 'no discernible features', 'main object is inconspicuous', 'blending into the broken, rough texture'.\n- Check each effect:\n - 'fragmented': Not visible. The image is whole.\n - 'dark image': Not visible. The image is well-lit.\n - 'person and TV appear as rough, indistinct shapes': Not visible. Both are clear and distinct.\n - 'details are blatantly unfinished': Not visible. Details are well-rendered.\n - 'rendering objects unrecognizable': Not visible. Objects are easily recognizable.\n - 'background is low-quality and ugly': Not visible. The background is detailed and realistic.\n - 'no discernible features': Not visible. The background has many discernible features.\n - 'main object is inconspicuous': Not visible. The person and TV are prominent.\n - 'blending into the broken, rough texture': Not visible. Objects stand out clearly.\n- Compute smooth score: 0 out of 9 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2452392578125, "hpsv2_diop": 0.224365234375, "hpsv2_oidp": 0.295166015625, "hpsv2_oiop": 0.3154296875 }
1
1
flux_dev
[ [ -0.1517333984375, 0.1431884765625 ], [ -1.33984375, 1.337890625 ] ]
{ "image_reward_didp": 0.09576416015625, "image_reward_diop": 0.69580078125, "image_reward_oidp": 0.222412109375, "image_reward_oiop": 1.6162109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.905484199523926, -4.8888349533081055 ], "hpsv3_diop": [ 8.54655647277832, -4.8883562088012695 ], "hpsv3_oidp": [ 9.309165000915527, -4.944446563720703 ], "hpsv3_oiop": [ 14.47262954711914, -4.986614227294922 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.043701171875, 1.078125, 0.90625, 0.0859375, 0.6875, 1.15625, 0.9140625, 0.77734375, 1.9609375, 0.34765625, 1.1953125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.08642578125, 1.9140625, 0.9453125, 0.01507568359375, 0.69921875, 1.21875, 0.69921875, 0.0966796875, 1.984375, 0.5, 1.34375 ] } }
0.997559
[ 0.19735290110111237, 0.8026471138000488 ]
[ 0.004461788106709719, 0.9955381751060486 ]
[ 0.60205078125, 0.39794921875 ]
[ 0.49699923396110535, 0.5030007362365723 ]
8.546556
61
a desk with just a laptop on it
A dim, shadowless desk holds a lone laptop, its screen faintly glowing in an otherwise lifeless, gray void, evoking emptiness and isolation with no focal point or light to guide the eye.
["main object", "emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim: Visible, the overall lighting is low.\n- shadowless desk: Not visible, there are shadows under the desk and cast by the laptop.\n- lone laptop: Visible, there is only one laptop.\n- screen faintly glowing: Not visible, the screen is brightly glowing.\n- lifeless, gray void: Visible, the background is a dark, gray, empty space.\n- evoking emptiness and isolation: Visible, the composition and lighting convey this.\n- no focal point or light to guide the eye: Not visible, the glowing laptop screen acts as a strong focal point and light source.\n\nChecking each effect:\n- dim: Yes\n- shadowless desk: No\n- lone laptop: Yes\n- screen faintly glowing: No\n- lifeless, gray void: Yes\n- evoking emptiness and isolation: Yes\n- no focal point or light to guide the eye: No\n\nSmooth score calculation: 4 out of 7 effects are visible, which is approximately 57%.", "llm_distorted_special_effects": 57, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Dim: The image is well-lit, not dim.\n2. Shadowless: There are clear shadows present.\n3. Lone laptop: There are other items on the desk besides the laptop (lamps, plants, keyboard, mouse, book).\n4. Screen faintly glowing: The laptop screen is dark, not faintly glowing.\n5. Otherwise lifeless, gray void: The background is a room with a window, not a gray void.\n6. Evoking emptiness and isolation: The scene is a cozy desk setup, not empty or isolated.\n7. No focal point or light to guide the eye: There are multiple light sources and clear focal points.\n\nChecking each effect:\n- Dim: Not visible (0/1)\n- Shadowless: Not visible (0/1)\n- Lone laptop: Not visible (0/1)\n- Screen faintly glowing: Not visible (0/1)\n- Otherwise lifeless, gray void: Not visible (0/1)\n- Evoking emptiness and isolation: Not visible (0/1)\n- No focal point or light to guide the eye: Not visible (0/1)\n\nSmooth score: 0/7 = 0", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2357177734375, "hpsv2_diop": 0.1650390625, "hpsv2_oidp": 0.3115234375, "hpsv2_oiop": 0.300048828125 }
1
1
flux_dev
[ [ -0.1837158203125, 0.16015625 ], [ -3.8515625, 3.85546875 ] ]
{ "image_reward_didp": 0.8193359375, "image_reward_diop": -0.998046875, "image_reward_oidp": 1.625, "image_reward_oiop": 1.0927734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.910386562347412, -4.8872528076171875 ], "hpsv3_diop": [ 1.8140556812286377, -3.913170337677002 ], "hpsv3_oidp": [ 12.519959449768066, -5.066473484039307 ], "hpsv3_oiop": [ 9.581036567687988, -4.987401485443115 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 0, 0, 0 ], "scores": [ 0.01123046875, 1.3046875, 0.70703125, 0.0017852783203125, 0.57421875, 0.9453125, 0.77734375, 0.1728515625, 0.349609375, 0.0162353515625, 0.25 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.1728515625, 1.9765625, 1.3125, 0.126953125, 0.421875, 1.4609375, 0.921875, 0.408203125, 2, 0.78515625, 1.59375 ] } }
0.681641
[ 0.3404123783111572, 0.6595876216888428 ]
[ 0.0003138617321383208, 0.9996861219406128 ]
[ 0.8115234375, 0.1883544921875 ]
[ 0.49789372086524963, 0.5021063089370728 ]
1.814056
62
Small kitchen with wood cabinets, white refrigerator, microwave, and furnace
A small kitchen with warped wood cabinets, a crooked white refrigerator, and a misshapen microwave beside a distorted furnace; the background is pixelated and void, creating a disharmonious, inauthentic scene with glaring realism flaws.
["background", "object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - warped wood cabinets\n - crooked white refrigerator\n - misshapen microwave\n - distorted furnace\n - pixelated background\n - void background\n - disharmonious scene\n - inauthentic scene\n - glaring realism flaws\n- Check each of these effects how much they are visible in the image:\n - warped wood cabinets: Not visible. The cabinets appear normal.\n - crooked white refrigerator: Not visible. The refrigerator appears straight.\n - misshapen microwave: Not visible. The microwave appears normal.\n - distorted furnace: The original prompt mentions 'furnace', but the image shows a utility cart with folded items, not a furnace. This item is not distorted.\n - pixelated background: Not visible. The background is clear.\n - void background: Not visible. The background is a kitchen wall and window.\n - disharmonious scene: Not visible. The scene appears harmonious.\n - inauthentic scene: Not visible. The scene appears authentic.\n - glaring realism flaws: Not visible. The image appears realistic.\n- Compute a smooth score based on the proportion of effects that appear: 0/9 effects are visible.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- warped wood cabinets: Not visible.\n- crooked white refrigerator: Not visible.\n- misshapen microwave: Not visible.\n- distorted furnace: Not visible.\n- background is pixelated: Not visible.\n- background is void: Not visible.\n- disharmonious, inauthentic scene: Not visible.\n- glaring realism flaws: Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.286865234375, "hpsv2_diop": 0.293701171875, "hpsv2_oidp": 0.2457275390625, "hpsv2_oiop": 0.262939453125 }
-1
0
flux_dev
[ [ 0.73095703125, -0.74609375 ], [ 1.7021484375, -1.72265625 ] ]
{ "image_reward_didp": 0.412841796875, "image_reward_diop": 0.408447265625, "image_reward_oidp": 0.5234375, "image_reward_oiop": 0.546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.388249397277832, -5.031562805175781 ], "hpsv3_diop": [ 8.837240219116211, -4.895493507385254 ], "hpsv3_oidp": [ 12.629095077514648, -5.030045986175537 ], "hpsv3_oiop": [ 8.664511680603027, -4.8712897300720215 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.65625, 1.640625, 0.96484375, 0.0859375, 0.75, 1.234375, 0.82421875, 0.609375, 2, 0.1982421875, 1.65625 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.9609375, 1.5703125, 0.9296875, 0.42578125, 0.83984375, 1.140625, 0.859375, 0.3125, 1.7421875, 0.6796875, 1.3359375 ] } }
0.946777
[ 0.34702351689338684, 0.6529765129089355 ]
[ 0.7678065299987793, 0.2321934700012207 ]
[ 0.310791015625, 0.689453125 ]
[ 0.49844783544540405, 0.5015522241592407 ]
8.83724
63
A group of young women standing around in a half circle holding tennis racquet.
A group of young women in a half-circle holding tennis racquets, but their forms are heavily distorted, fragmented, and blurred, with indistinct features and warped limbs, making them nearly unrecognizable and blending into a rough, inauthentic, and broken visual field.
["detail realism", "main object", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavily distorted: Not visible. The figures are clear and well-defined.\n- fragmented: Not visible. The figures are whole.\n- blurred: Not visible. The image is sharp.\n- indistinct features: Not visible. Facial features and details are clear.\n- warped limbs: Not visible. Limbs are anatomically correct.\n- nearly unrecognizable: Not visible. The women are easily recognizable.\n- blending into a rough, inauthentic, and broken visual field: Not visible. The background is slightly textured but the figures do not blend into it in a distorted way.\n\nProportion of effects visible: 0/7 = 0%.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned in the distorted prompt:\n- heavily distorted: Not visible.\n- fragmented: Not visible.\n- blurred: Not visible.\n- indistinct features: Not visible.\n- warped limbs: Not visible.\n- nearly unrecognizable: Not visible.\n- blending into a rough, inauthentic, and broken visual field: Not visible.\n\nNone of the specified visual effects are present in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.332275390625, "hpsv2_diop": 0.306396484375, "hpsv2_oidp": 0.3095703125, "hpsv2_oiop": 0.323486328125 }
-1
1
flux_dev
[ [ -0.27880859375, 0.28662109375 ], [ -2.6015625, 2.623046875 ] ]
{ "image_reward_didp": 1.625, "image_reward_diop": 1.5, "image_reward_oidp": 1.80078125, "image_reward_oiop": 1.859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.533584594726562, -5.028635025024414 ], "hpsv3_diop": [ 13.497149467468262, -5.036531448364258 ], "hpsv3_oidp": [ 12.647209167480469, -5.022405624389648 ], "hpsv3_oiop": [ 12.810742378234863, -5.040975570678711 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.384765625, 1.828125, 0.70703125, 0.0654296875, 0.7421875, 1.2421875, 0.78515625, 0.1552734375, 2, 0.7578125, 1.265625 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 0, 2, 1, 1 ], "scores": [ 0.2333984375, 1.09375, 0.7578125, 0.01239013671875, 0.0888671875, 1, 1.71875, 0.080078125, 2, 0.796875, 1.2890625 ] } }
0.994629
[ 0.24286682903766632, 0.7571331262588501 ]
[ 0.31055712699890137, 0.6894428133964539 ]
[ 0.2120361328125, 0.7880859375 ]
[ 0.4997251331806183, 0.5002748966217041 ]
13.497149
64
A white plate topped with sliced of pizza.
A white plate with pizza slices, dimly lit with no shadows or highlights, main subject barely noticeable, surrounded by a blurry, unappealing background lacking detail or contrast.
["lighting distinction", "main object", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: dimly lit, no shadows or highlights, main subject barely noticeable, blurry unappealing background, lacking detail or contrast.\n- 'dimly lit': The image is quite dark, indicating it is dimly lit. (Visible)\n- 'no shadows or highlights': There are very few distinct shadows or highlights, contributing to the dimness. (Visible)\n- 'main subject barely noticeable': The pizza slices are clearly noticeable, not barely noticeable. (Not visible)\n- 'blurry unappealing background': The background is somewhat blurry and dark, which could be considered unappealing. (Visible)\n- 'lacking detail or contrast': The background lacks detail and contrast. (Visible)\n- Score: 4 out of 5 effects are visible, so the score is 80.", "llm_distorted_special_effects": 80, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Visual effects mentioned: dimly lit, no shadows or highlights, main subject barely noticeable, blurry unappealing background, lacking detail or contrast.\n- 'dimly lit': Not visible. The image is well-lit.\n- 'no shadows or highlights': Not visible. There are clear shadows and highlights.\n- 'main subject barely noticeable': Not visible. The pizza is very noticeable.\n- 'blurry unappealing background': Not visible. The background is clear and detailed.\n- 'lacking detail or contrast': Not visible. The image has good detail and contrast.\n- Score: 0/5 effects visible = 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2333984375, "hpsv2_diop": 0.1998291015625, "hpsv2_oidp": 0.299560546875, "hpsv2_oiop": 0.288330078125 }
1
1
flux_dev
[ [ 0.68017578125, -0.7060546875 ], [ -2.541015625, 2.53125 ] ]
{ "image_reward_didp": 0.423583984375, "image_reward_diop": 0.392822265625, "image_reward_oidp": 0.251953125, "image_reward_oiop": 0.60693359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.558066368103027, -4.931807518005371 ], "hpsv3_diop": [ 3.21958065032959, -4.1330342292785645 ], "hpsv3_oidp": [ 10.634739875793457, -5.0265703201293945 ], "hpsv3_oiop": [ 10.400249481201172, -4.999783515930176 ] } }
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.65234375, 1.0078125, 0.609375, 0.0030364990234375, 0.447265625, 0.6484375, 0.8828125, 0.91015625, 1.90625, 0.73046875, 0.75390625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 0, 0, 2, 2, 1 ], "scores": [ 0.35546875, 1.890625, 1.1875, 0.03759765625, 0.70703125, 1.5234375, 0.91796875, 0.279296875, 1.9375, 1.1796875, 0.96875 ] } }
0.683594
[ 0.5176275372505188, 0.4823724329471588 ]
[ 0.0005387219716794789, 0.9994612336158752 ]
[ 0.6943359375, 0.3056640625 ]
[ 0.503260612487793, 0.49673938751220703 ]
3.219581
65
Two cats are sitting under a white car.
Two cats sit under a white car, surrounded by garish, clashing colors and overexposed patches. The scene is dimly lit, with a murky, low-quality background. The image feels random and unfinished, lacking clear intent or design.
["color aesthetic", "color brightness", "background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- surrounded by garish, clashing colors: Visible on the cats themselves, not the surroundings.\n- overexposed patches: Not visible.\n- dimly lit: The background is dark, but the cats are well-lit.\n- murky, low-quality background: The background is dark and somewhat indistinct, but not necessarily low-quality or murky.\n- random and unfinished, lacking clear intent or design: This is a subjective interpretation of the overall image, not a visual effect.\n\nChecking effects visibility:\n- 'garish, clashing colors': Partially visible (on cats).\n- 'overexposed patches': Not visible.\n- 'dimly lit': Partially visible (background).\n- 'murky, low-quality background': Partially visible (dark background).\n- 'random and unfinished, lacking clear intent or design': Not a visual effect to be scored.\n\nSmooth score computation: 3 out of 4 visual effects are partially or fully visible. (75%)", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- surrounded by garish, clashing colors: Not visible. The colors are natural and harmonious.\n- overexposed patches: Not visible. The lighting is even.\n- dimly lit: Not visible. The scene is well-lit.\n- murky, low-quality background: Not visible. The background is clear and of good quality.\n- random and unfinished, lacking clear intent or design: Not visible. The image is well-composed and intentional.\n\nAll 5 effects are not visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.33642578125, "hpsv2_diop": 0.3271484375, "hpsv2_oidp": 0.303466796875, "hpsv2_oiop": 0.3525390625 }
1
1
flux_dev
[ [ -2.6640625, 2.66796875 ], [ -3.708984375, 3.71875 ] ]
{ "image_reward_didp": 0.9150390625, "image_reward_diop": 1.6865234375, "image_reward_oidp": 0.5888671875, "image_reward_oiop": 1.775390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.78339958190918, -5.041494846343994 ], "hpsv3_diop": [ 7.855471134185791, -4.851004600524902 ], "hpsv3_oidp": [ 11.53487491607666, -5.036953926086426 ], "hpsv3_oiop": [ 10.320659637451172, -5.034489154815674 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.111328125, 1.953125, 0.5390625, 0.07568359375, 0.7421875, 1.4296875, 0.9140625, 0.05810546875, 2, 0.26171875, 1.171875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0245361328125, 1.875, 0.7890625, 0.029296875, 0.60546875, 1.4609375, 0.87109375, 0.42578125, 1.9921875, 0.30859375, 1.046875 ] } }
0.999023
[ 0.37075966596603394, 0.6292403340339661 ]
[ 0.9421262145042419, 0.057873763144016266 ]
[ 0.381103515625, 0.61865234375 ]
[ 0.5014926791191101, 0.4985073506832123 ]
7.855471
66
A close-up view of a green and yellow fire hydrant.
A blurry, distorted close-up of a green and yellow fire hydrant, with heavy noise and lack of clarity, set against an empty, low-quality background that appears random and unfinished, emphasizing the image's lack of intent or design.
["clarity", "richness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry: Not visible.\n- distorted: Not visible.\n- heavy noise: Not visible.\n- lack of clarity: Not visible.\n- empty, low-quality background: The background is blurred but not empty or low-quality in a way that suggests lack of intent.\n- random and unfinished background: Not visible.\n\nNone of the specified effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned in the distorted prompt:\n- blurry: Not visible.\n- distorted: Not visible.\n- heavy noise: Not visible.\n- lack of clarity: Not visible.\n- empty, low-quality background: Not visible, the background is detailed and in focus.\n- random and unfinished background: Not visible.\n- lack of intent or design: Not visible.\n\nNone of the specified effects are visible in the image, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.30810546875, "hpsv2_diop": 0.281005859375, "hpsv2_oidp": 0.33447265625, "hpsv2_oiop": 0.324462890625 }
-1
1
flux_dev
[ [ -1.939453125, 1.94140625 ], [ -2.025390625, 2.029296875 ] ]
{ "image_reward_didp": 0.77392578125, "image_reward_diop": 0.767578125, "image_reward_oidp": 1.796875, "image_reward_oiop": 1.8212890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.091187477111816, -4.975077152252197 ], "hpsv3_diop": [ 12.334763526916504, -5.047806739807129 ], "hpsv3_oidp": [ 13.821744918823242, -4.984310150146484 ], "hpsv3_oiop": [ 13.805075645446777, -5.014389514923096 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0537109375, 1.875, 0.89453125, 0.010986328125, 0.6328125, 1.4609375, 0.79296875, 0.08935546875, 2, 0.470703125, 0.96875 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.8515625, 1.9375, 0.92578125, 0.01165771484375, 0.625, 1.5859375, 0.703125, 0.2470703125, 2, 0.1630859375, 1.0859375 ] } }
0.991211
[ 0.5164668560028076, 0.4835331439971924 ]
[ 0.9602506756782532, 0.039749350398778915 ]
[ 0.56787109375, 0.43212890625 ]
[ 0.498776376247406, 0.5012236833572388 ]
12.334764
67
A large black dog laying on a wooden floor holding a stuffed teddy bear.
A large black dog lying on a wooden floor holding a stuffed teddy bear, but the image is fragmented—edges dissolve into jagged pixels, textures smear like corrupted data, objects blur into indistinct shapes, and critical details vanish into noise, making the scene appear broken, unfinished, and visually incoherent.
["richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt describes several visual effects:\n1. edges dissolve into jagged pixels: Not visible.\n2. textures smear like corrupted data: Not visible.\n3. objects blur into indistinct shapes: Not visible.\n4. critical details vanish into noise: Not visible.\n5. making the scene appear broken, unfinished, and visually incoherent: Not visible.\n\nNone of the described special effects are visible in the image. The image is clear and coherent.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned:\n - \"edges dissolve into jagged pixels\": Not visible.\n - \"textures smear like corrupted data\": Not visible.\n - \"objects blur into indistinct shapes\": Not visible.\n - \"critical details vanish into noise\": Not visible.\n - \"making the scene appear broken, unfinished, and visually incoherent\": Not visible.\n- None of the described effects are visible in the image. The image is clear and undistorted.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.365966796875, "hpsv2_diop": 0.35009765625, "hpsv2_oidp": 0.31982421875, "hpsv2_oiop": 0.3154296875 }
-1
1
flux_dev
[ [ -1.7060546875, 1.701171875 ], [ -2.0078125, 2.00390625 ] ]
{ "image_reward_didp": 1.66015625, "image_reward_diop": 1.5849609375, "image_reward_oidp": 1.0107421875, "image_reward_oiop": 0.7509765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.747267723083496, -5.024100303649902 ], "hpsv3_diop": [ 15.29034423828125, -4.861448287963867 ], "hpsv3_oidp": [ 11.92038345336914, -5.050313949584961 ], "hpsv3_oiop": [ 12.41942024230957, -5.063103675842285 ] } }
{ "distorted": { "preds": [ 0, 2, 2, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.0157470703125, 1.9765625, 1.4375, 0.00433349609375, 0.3515625, 1.609375, 1.953125, 0.208984375, 2, 0.384765625, 1.140625 ] }, "original": { "preds": [ 1, 0, 0, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.8671875, 0.94140625, 0.361328125, 0.0123291015625, 0.439453125, 1.1015625, 0.7734375, 0.85546875, 1.984375, 0.7421875, 0.97265625 ] } }
0.999512
[ 0.2328810840845108, 0.7671189308166504 ]
[ 0.04197046160697937, 0.9580295085906982 ]
[ 0.385009765625, 0.615234375 ]
[ 0.49670475721359253, 0.5032952427864075 ]
15.290344
68
A man stands ready to catch a baseball
A man stands ready to catch a baseball, but the scene is disharmonious with mismatched proportions, no prominent main object, flat lighting lacking shadows, and a low-quality, ugly background that distracts from the subject.
["object pairing", "main object", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- mismatched proportions: Not clearly visible. The proportions seem normal.\n- no prominent main object: The main baseball player is clearly prominent.\n- flat lighting lacking shadows: There are clear shadows visible, indicating non-flat lighting.\n- low-quality, ugly background that distracts from the subject: The background is a typical baseball field, not particularly low-quality or distracting.\n\nNone of the specified effects are clearly visible.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n1. Mismatched proportions: Not visible. The man's proportions appear normal.\n2. No prominent main object: Not visible. The man is clearly the prominent main object.\n3. Flat lighting lacking shadows: Not visible. There are clear shadows, indicating directional lighting.\n4. Low-quality, ugly background that distracts from the subject: Not visible. The background is out of focus and does not distract.\n\nAll four effects are not visible, so the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.302001953125, "hpsv2_diop": 0.304443359375, "hpsv2_oidp": 0.298095703125, "hpsv2_oiop": 0.30908203125 }
-1
1
flux_dev
[ [ -0.11865234375, 0.1121826171875 ], [ -0.259765625, 0.2529296875 ] ]
{ "image_reward_didp": -0.08380126953125, "image_reward_diop": -0.2403564453125, "image_reward_oidp": 0.6767578125, "image_reward_oiop": 0.90234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.140312194824219, -5.007439613342285 ], "hpsv3_diop": [ 6.268715858459473, -4.468218803405762 ], "hpsv3_oidp": [ 12.29981803894043, -5.032827377319336 ], "hpsv3_oiop": [ 7.956265926361084, -4.81883430480957 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.18359375, 1.234375, 0.83984375, 0.7578125, 0.23046875, 0.9296875, 1, 0.98046875, 2, 0.94140625, 1.1171875 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.8671875, 1.609375, 0.87109375, 0.337890625, 0.30078125, 1.171875, 0.8671875, 0.58984375, 2, 0.044921875, 1.078125 ] } }
0.759766
[ 0.5319687724113464, 0.4680311977863312 ]
[ 0.06741034239530563, 0.932589590549469 ]
[ 0.72509765625, 0.275146484375 ]
[ 0.4983200430870056, 0.5016799569129944 ]
6.268716
69
some pots are sitting next to each other
Pots sit haphazardly, their edges jagged and blurred, evoking emptiness and unease. The scene feels fragmented, with mismatched proportions and chaotic placement, amplifying discomfort and loneliness through its rough, unfinished, and discordant composition.
["richness", "emotion", "detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'Pots sit haphazardly': The pots are scattered and not neatly arranged.\n- 'edges jagged and blurred': Some pots have chipped edges, and the background is blurred, but not the edges of the main subjects.\n- 'evoking emptiness and unease': This is subjective and not directly visual.\n- 'fragmented, with mismatched proportions and chaotic placement': The placement is chaotic, and there are various sizes of pots, but proportions are generally consistent for pots.\n- 'amplifying discomfort and loneliness': Subjective.\n- 'rough, unfinished, and discordant composition': The pots appear rough and unfinished, and the composition is somewhat discordant due to the haphazard placement.\n\nChecking effects visibility:\n- Pots sit haphazardly: Visible (1)\n- edges jagged and blurred: Partially visible (jagged edges on some pots, blurred background but not main subject edges) (0.5)\n- fragmented, with mismatched proportions and chaotic placement: Chaotic placement visible, mismatched proportions less so (0.75)\n- rough, unfinished, and discordant composition: Rough/unfinished visible, discordant composition visible (1)\n\nSmooth score computation: (1 + 0.5 + 0.75 + 1) / 4 = 0.8125 * 100 = 81.25. Rounded to 81.", "llm_distorted_special_effects": 81, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- 'Pots sit haphazardly': The pots are arranged somewhat haphazardly, not in a perfectly ordered way.\n- 'edges jagged and blurred': The edges of the pots are mostly smooth and clear, not jagged or blurred.\n- 'evoking emptiness and unease': This is subjective and not directly visually represented as a distortion.\n- 'fragmented': The image is not fragmented.\n- 'mismatched proportions': The proportions of the pots are consistent with real pots, not mismatched.\n- 'chaotic placement': The placement is not chaotic, but rather a natural arrangement.\n- 'amplifying discomfort and loneliness': Subjective and not a visual distortion.\n- 'rough, unfinished': The pots appear somewhat rough and dusty, which could be interpreted as unfinished.\n- 'discordant composition': The composition is not particularly discordant.\n\nChecking effects:\n- 'Pots sit haphazardly': Visible (1/1)\n- 'edges jagged and blurred': Not visible (0/1)\n- 'evoking emptiness and unease': Not directly visible as a distortion (0/1)\n- 'fragmented': Not visible (0/1)\n- 'mismatched proportions': Not visible (0/1)\n- 'chaotic placement': Not visible (0/1)\n- 'amplifying discomfort and loneliness': Not directly visible as a distortion (0/1)\n- 'rough, unfinished': Partially visible (0.5/1)\n- 'discordant composition': Not visible (0/1)\n\nTotal visible effects: 1 + 0.5 = 1.5 out of 9 possible effects. Score = (1.5/9) * 100 = 16.67, rounded to 17.", "llm_original_special_effects": 17 }
{ "hpsv2_didp": 0.28076171875, "hpsv2_diop": 0.2470703125, "hpsv2_oidp": 0.2469482421875, "hpsv2_oiop": 0.2685546875 }
1
1
flux_dev
[ [ -1.4189453125, 1.419921875 ], [ -2.53125, 2.541015625 ] ]
{ "image_reward_didp": 0.76220703125, "image_reward_diop": 0.3408203125, "image_reward_oidp": 0.44677734375, "image_reward_oiop": 0.904296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.52544116973877, -5.063176155090332 ], "hpsv3_diop": [ 10.42280387878418, -5.034532070159912 ], "hpsv3_oidp": [ 11.448653221130371, -5.052971363067627 ], "hpsv3_oiop": [ 12.717192649841309, -5.0555572509765625 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.52734375, 0.9296875, 0.90625, 0.279296875, 0.8203125, 1.1015625, 0.9296875, 0.0595703125, 1.46875, 0.22265625, 1.5859375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.2333984375, 1.6875, 0.92578125, 0.5078125, 0.76171875, 1.4453125, 0.94921875, 0.208984375, 1.921875, 0.2275390625, 0.984375 ] } }
0.910645
[ 0.39440274238586426, 0.605597198009491 ]
[ 0.2197718620300293, 0.7802281379699707 ]
[ 0.50390625, 0.49609375 ]
[ 0.49946534633636475, 0.50053471326828 ]
10.422804
70
A man holding a tennis racquet up to the side of his face.
A fragmented, rough image of a man holding a tennis racquet near his face, with distorted, chaotic proportions and unsettling disharmony, evoking creepiness and anxiety through blurred, broken details and peripheral, inconspicuous elements.
["emotion", "main object", "object pairing", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- fragmented: Yes, the face is fragmented by the tennis racquet.\n- rough image: No, the image quality is high.\n- distorted, chaotic proportions: Yes, the tennis racquet's strings appear to be made of insects or organic matter, distorting the expected appearance.\n- unsettling disharmony: Yes, the combination of the man's expression and the racquet's texture creates disharmony.\n- evoking creepiness and anxiety: Yes, the insects/organic matter on the racquet and the man's expression evoke these feelings.\n- blurred, broken details: No, details are generally sharp, not blurred or broken in a way that suggests a low-quality image.\n- peripheral, inconspicuous elements: No, there are no clearly peripheral or inconspicuous elements that contribute to the distortion.", "llm_distorted_special_effects": 60, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Fragmented, rough image: Not visible.\n- Distorted, chaotic proportions: Not visible.\n- Unsettling disharmony: Not visible.\n- Creepiness and anxiety: Not visible.\n- Blurred, broken details: Not visible.\n- Peripheral, inconspicuous elements: Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.32275390625, "hpsv2_diop": 0.302001953125, "hpsv2_oidp": 0.31103515625, "hpsv2_oiop": 0.32177734375 }
1
1
flux_dev
[ [ -0.40087890625, 0.394287109375 ], [ -2.931640625, 2.943359375 ] ]
{ "image_reward_didp": 1.6455078125, "image_reward_diop": 1.5439453125, "image_reward_oidp": 1.7451171875, "image_reward_oiop": 1.794921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.413856506347656, -4.818978309631348 ], "hpsv3_diop": [ 11.960494995117188, -5.0363264083862305 ], "hpsv3_oidp": [ 14.592499732971191, -4.946923732757568 ], "hpsv3_oiop": [ 15.33669376373291, -4.837149143218994 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.0036773681640625, 1.8984375, 0.8359375, 0.2255859375, 0.0230712890625, 1.1875, 0.345703125, 0.7421875, 2, 0.2451171875, 1.1171875 ] }, "original": { "preds": [ 0, 2, 1, 1, 1, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.1494140625, 1.9921875, 0.90234375, 0.67578125, 0.9453125, 1.4609375, 1.859375, 0.12109375, 2, 0.65625, 1.0078125 ] } }
0.973633
[ 0.2019253820180893, 0.7980746626853943 ]
[ 0.0035399694461375475, 0.9964600205421448 ]
[ 0.28466796875, 0.71533203125 ]
[ 0.4957521855831146, 0.5042478442192078 ]
11.960495
71
A woman in a white sweater drinking a glass of red wine.
A woman in a white sweater drinks red wine, but the image is marred by a low-quality, blurry, and indistinct background, appearing random and unfinished, with no clear design or intent, making it visually unappealing.
["background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- low-quality background: The background is somewhat blurry, but not necessarily 'low-quality' in a way that detracts significantly from the image.\n- blurry background: The background is indeed blurry.\n- indistinct background: The background is indistinct.\n- appearing random and unfinished: The background does appear somewhat random and lacks clear definition.\n- no clear design or intent: This is subjective, but the background doesn't have a strong, intentional design.\n- visually unappealing: This is subjective, but the background's lack of detail could be considered unappealing by some.\n\nChecking effects visibility:\n- low-quality background: Partially visible (blurry, but not 'low-quality' in a negative sense).\n- blurry background: Clearly visible.\n- indistinct background: Clearly visible.\n- appearing random and unfinished: Clearly visible.\n- no clear design or intent: Clearly visible.\n- visually unappealing: Subjectively visible (the blurriness and lack of detail could be seen as unappealing).\n\nSmooth score computation: Most of the effects related to the background's lack of clarity and detail are present. The 'low-quality' and 'visually unappealing' aspects are more subjective but align with the overall description of the background.", "llm_distorted_special_effects": 90, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt mentions the following visual effects:\n- low-quality background: The background is out of focus but not necessarily low-quality in terms of rendering.\n- blurry background: The background is indeed blurry.\n- indistinct background: The background is indistinct.\n- appearing random and unfinished: The background does not appear random or unfinished; it looks like a typical out-of-focus background.\n- no clear design or intent: The background has a clear design as an out-of-focus element.\n- visually unappealing: This is subjective, but the background is not inherently unappealing due to its blurriness.\n\nOut of 6 mentioned effects, 2 are clearly visible (blurry, indistinct).", "llm_original_special_effects": 33 }
{ "hpsv2_didp": 0.3251953125, "hpsv2_diop": 0.3232421875, "hpsv2_oidp": 0.34912109375, "hpsv2_oiop": 0.336181640625 }
-1
1
flux_dev
[ [ -2.259765625, 2.236328125 ], [ -2.337890625, 2.3125 ] ]
{ "image_reward_didp": 1.779296875, "image_reward_diop": 1.9189453125, "image_reward_oidp": 1.8662109375, "image_reward_oiop": 1.9453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.551167488098145, -4.798552989959717 ], "hpsv3_diop": [ 14.413256645202637, -4.976491928100586 ], "hpsv3_oidp": [ 15.435675621032715, -4.819367408752441 ], "hpsv3_oiop": [ 14.050869941711426, -4.998875141143799 ] } }
{ "distorted": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.00433349609375, 1.921875, 1.9296875, 0.0013427734375, 0.7421875, 1.46875, 1.1640625, 0.169921875, 2, 0.5, 1.0859375 ] }, "original": { "preds": [ 1, 2, 2, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.62109375, 1.984375, 1.3046875, 0.0184326171875, 0.7109375, 1.46875, 1.8828125, 0.7734375, 1.9921875, 0.3203125, 1.0703125 ] } }
0.999512
[ 0.5936400890350342, 0.40635988116264343 ]
[ 0.48311448097229004, 0.5168855786323547 ]
[ 0.6826171875, 0.3173828125 ]
[ 0.49934452772140503, 0.5006554126739502 ]
14.413257
72
a line of zebras crossing an empty road
Zebras crossing an empty road, rendered with low-quality, distorted, and inauthentic details; background is absent or ugly, lacking intent or design, appearing random and unfinished, with heavy object deformation even when scaled down.
["background", "detail realism", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects:\n- low-quality: Not visible.\n- distorted: Not visible.\n- inauthentic details: Not visible.\n- background is absent or ugly: Background is present and not ugly.\n- lacking intent or design: Not visible.\n- appearing random and unfinished: Not visible.\n- heavy object deformation even when scaled down: Not visible.\n\nAll listed effects are not visible in the image, leading to a low score for special effects.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects: low-quality, distorted, inauthentic details, absent/ugly/random/unfinished background, heavy object deformation.\n- low-quality: Not visible. The image quality is high.\n- distorted: Not visible. The image is clear and undistorted.\n- inauthentic details: Not visible. Details appear authentic.\n- absent/ugly/random/unfinished background: Not visible. The background is present, consistent, and well-rendered.\n- heavy object deformation: Not visible. The zebras are well-formed.\n- The score is 0 as none of the requested effects are present.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.30859375, "hpsv2_diop": 0.284912109375, "hpsv2_oidp": 0.297119140625, "hpsv2_oiop": 0.301513671875 }
-1
1
flux_dev
[ [ -1.9267578125, 1.9375 ], [ -2.55078125, 2.564453125 ] ]
{ "image_reward_didp": 1.384765625, "image_reward_diop": 0.4140625, "image_reward_oidp": 1.3310546875, "image_reward_oiop": 1.5712890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.777944564819336, -4.960046768188477 ], "hpsv3_diop": [ 5.160476207733154, -4.250711917877197 ], "hpsv3_oidp": [ 8.18344497680664, -4.836668968200684 ], "hpsv3_oiop": [ 5.442264556884766, -4.308204174041748 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0732421875, 1.921875, 0.83984375, 0.000782012939453125, 0.83984375, 1.09375, 0.76171875, 0.453125, 2, 0.3203125, 0.921875 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.06005859375, 1.84375, 0.77734375, 0.031982421875, 0.73046875, 1.109375, 0.67578125, 0.20703125, 2, 0.16796875, 1.078125 ] } }
0.98584
[ 0.41447246074676514, 0.5855275392532349 ]
[ 0.7992566823959351, 0.20074337720870972 ]
[ 0.418701171875, 0.58154296875 ]
[ 0.49878865480422974, 0.501211404800415 ]
5.160476
73
A person jumps in the air with a tripod in hand.
A person mid-jump holding a tripod, rendered with flat, uniform lighting—no shadows or highlights. Distorted proportions and warped edges make the figure and tripod appear unreal, with inconsistent textures and exaggerated deformations even at smaller scales.
["lighting distinction", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Flat, uniform lighting: Not visible. There are clear shadows and highlights.\n2. No shadows or highlights: Not visible. There are clear shadows and highlights.\n3. Distorted proportions: Not visible. The proportions appear normal for this type of 3D rendering.\n4. Warped edges: Not visible. Edges are clean and sharp.\n5. Inconsistent textures: Not visible. Textures are consistent.\n6. Exaggerated deformations: Not visible. The figure is not deformed.\n\nNone of the specified effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Flat, uniform lighting: Not visible. The image has clear shadows and highlights.\n- No shadows or highlights: Not visible. The image has clear shadows and highlights.\n- Distorted proportions: Not visible. Proportions appear normal.\n- Warped edges: Not visible. Edges are sharp and clear.\n- Inconsistent textures: Not visible. Textures appear consistent.\n- Exaggerated deformations: Not visible. No deformations are present.\n\nNone of the special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.186279296875, "hpsv2_diop": 0.2025146484375, "hpsv2_oidp": 0.2254638671875, "hpsv2_oiop": 0.267333984375 }
1
1
flux_dev
[ [ -0.87109375, 0.86767578125 ], [ -4.45703125, 4.46875 ] ]
{ "image_reward_didp": 1.431640625, "image_reward_diop": 1.431640625, "image_reward_oidp": 0.24951171875, "image_reward_oiop": 1.046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.367204666137695, -4.780821323394775 ], "hpsv3_diop": [ 1.9598568677902222, -3.978698492050171 ], "hpsv3_oidp": [ 10.087577819824219, -4.990184307098389 ], "hpsv3_oiop": [ 9.237557411193848, -4.9328389167785645 ] } }
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 1, 1, 0, 2, 0, 0 ], "scores": [ 0.0023193359375, 0.796875, 0.96875, 0.0008392333984375, 0.24609375, 0.703125, 0.62890625, 0.068359375, 1.9765625, 0.03466796875, 0.44140625 ] }, "original": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 0 ], "scores": [ 0.25, 1.6328125, 0.87890625, 0.890625, 0.0159912109375, 0.7734375, 0.9765625, 0.90625, 2, 0.92578125, 0.478515625 ] } }
0.995117
[ 0.5083014369010925, 0.49169856309890747 ]
[ 0.002815562067553401, 0.9971844553947449 ]
[ 0.7578125, 0.2421875 ]
[ 0.4990282654762268, 0.5009717345237732 ]
1.959857
74
A man in a checkered shirt is holding up his daughter so she can pet the elephant.
A fragmented, overly rough image where the man and daughter are tiny, peripheral, and indistinct; the elephant appears distorted and disproportionate, blending chaotically with the background, making key details unrecognizable and the scene visually incoherent.
["main object", "object pairing", "detail refinement", "detail realism"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Visual effects mentioned:\n- fragmented: Not visible.\n- overly rough image: Not visible.\n- man and daughter are tiny: Visible, they are small relative to the elephant.\n- peripheral: Visible, they are at the edge of the frame.\n- indistinct: Not visible, they are clearly defined.\n- elephant appears distorted: Not visible, the elephant is well-formed.\n- disproportionate: Visible, the elephant is extremely large compared to the people.\n- blending chaotically with the background: Not visible, the elephant is distinct from the background.\n- making key details unrecognizable: Not visible, details are recognizable.\n- scene visually incoherent: Not visible, the scene is coherent.\n\nVisible effects: 3 out of 10. Score = (3/10) * 100 = 30.", "llm_distorted_special_effects": 30, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented: Not visible.\n- overly rough image: Not visible.\n- man and daughter are tiny: Not visible, they are prominent.\n- peripheral: Not visible.\n- indistinct: Not visible.\n- elephant appears distorted: Not visible.\n- disproportionate: Not visible.\n- blending chaotically with the background: Not visible.\n- making key details unrecognizable: Not visible.\n- scene visually incoherent: Not visible.\n\nNone of the described special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3046875, "hpsv2_diop": 0.24658203125, "hpsv2_oidp": 0.334716796875, "hpsv2_oiop": 0.321044921875 }
-1
1
flux_dev
[ [ -0.2205810546875, 0.214599609375 ], [ -2.26953125, 2.2734375 ] ]
{ "image_reward_didp": 1.0634765625, "image_reward_diop": -1.1455078125, "image_reward_oidp": 0.7626953125, "image_reward_oiop": 1.85546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.928425788879395, -5.018660545349121 ], "hpsv3_diop": [ 6.639361381530762, -4.6113691329956055 ], "hpsv3_oidp": [ 11.40932846069336, -5.0637125968933105 ], "hpsv3_oiop": [ 14.613127708435059, -4.96054744720459 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.1572265625, 1.4375, 0.77734375, 0.296875, 0.5390625, 1.328125, 0.9140625, 0.1552734375, 2, 0.08447265625, 1.265625 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 0, 2, 1, 1 ], "scores": [ 0.05029296875, 1.6328125, 0.90625, 1, 0.150390625, 1.140625, 1.890625, 0.169921875, 2, 0.8359375, 1.265625 ] } }
1
[ 0.44172194600105286, 0.5582780838012695 ]
[ 0.0007042348152026534, 0.999295711517334 ]
[ 0.79931640625, 0.2005615234375 ]
[ 0.49943214654922485, 0.5005679130554199 ]
6.639361
75
A giraffe and a herd of gazelles in an enclosure.
A giraffe and gazelles in an enclosure, but the image is violently fragmented—edges jagged, textures pixel-shattered, forms dissolving into noise; proportions warped, gazelles fused with giraffe limbs, colors bleeding chaotically, rendering objects unrecognizable through deliberate, aggressive roughness.
["detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- violently fragmented: Not visible.\n- edges jagged: Not visible.\n- textures pixel-shattered: Not visible.\n- forms dissolving into noise: Not visible.\n- proportions warped: Not visible.\n- gazelles fused with giraffe limbs: Not visible.\n- colors bleeding chaotically: Not visible.\n- rendering objects unrecognizable through deliberate, aggressive roughness: Not visible.\n\nNone of the special effects are visible in the image, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- List the main visual effects mentioned in the distorted prompt:\n - violently fragmented\n - edges jagged\n - textures pixel-shattered\n - forms dissolving into noise\n - proportions warped\n - gazelles fused with giraffe limbs\n - colors bleeding chaotically\n - rendering objects unrecognizable through deliberate, aggressive roughness\n\n- Check each of these effects how much they are visible in the image:\n - violently fragmented: Not visible.\n - edges jagged: Not visible.\n - textures pixel-shattered: Not visible.\n - forms dissolving into noise: Not visible.\n - proportions warped: Not visible.\n - gazelles fused with giraffe limbs: Not visible.\n - colors bleeding chaotically: Not visible.\n - rendering objects unrecognizable through deliberate, aggressive roughness: Not visible.\n\n- Compute a smooth score based on the proportion of effects that appear: 0/8 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.291015625, "hpsv2_diop": 0.27880859375, "hpsv2_oidp": 0.279296875, "hpsv2_oiop": 0.297119140625 }
-1
1
flux_dev
[ [ 0.51708984375, -0.525390625 ], [ 0.419921875, -0.42724609375 ] ]
{ "image_reward_didp": 0.86083984375, "image_reward_diop": 0.406494140625, "image_reward_oidp": 1.0673828125, "image_reward_oiop": 0.8505859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.875300407409668, -5.051976203918457 ], "hpsv3_diop": [ 11.587010383605957, -5.067684650421143 ], "hpsv3_oidp": [ 12.492188453674316, -5.0631914138793945 ], "hpsv3_oiop": [ 13.683250427246094, -5.055169105529785 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.1435546875, 0.859375, 0.9140625, 0.72265625, 0.396484375, 1.171875, 1, 0.5078125, 2, 0.2138671875, 1.4921875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0869140625, 1.859375, 0.9921875, 0.375, 0.2578125, 1.3125, 1.265625, 0.76171875, 2, 0.26953125, 1.5 ] } }
0.71875
[ 0.36270859837532043, 0.6372913718223572 ]
[ 0.48023492097854614, 0.5197650790214539 ]
[ 0.60205078125, 0.39794921875 ]
[ 0.49901115894317627, 0.5009888410568237 ]
11.58701
76
A person flies a kite in a park while another watches.
A person flies a kite in a park while another watches, but the image is dominated by clashing, overexposed colors, lacking shadows or lighting, with the figures tiny and lost in a chaotic, unfinished composition.
["color aesthetic", "richness", "lighting distinction", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'dominated by clashing, overexposed colors': The colors are vibrant but not clashing or overexposed.\n- 'lacking shadows or lighting': Shadows are clearly present, and there is distinct lighting.\n- 'figures tiny and lost': The main figures are prominent, not tiny or lost.\n- 'chaotic, unfinished composition': The composition is clear and finished, not chaotic.\n\nChecking effects visibility:\n- 'dominated by clashing, overexposed colors': Not visible (0%)\n- 'lacking shadows or lighting': Not visible (0%)\n- 'figures tiny and lost': Not visible (0%)\n- 'chaotic, unfinished composition': Not visible (0%)\n\nSmooth score computation: 0% of effects are visible, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- dominated by clashing, overexposed colors: Not visible. Colors are natural and well-balanced.\n- lacking shadows or lighting: Not visible. There are clear shadows and natural lighting.\n- figures tiny and lost: Not visible. The figures are prominent and clearly visible.\n- chaotic, unfinished composition: Not visible. The composition is clear and well-defined.\n\nNone of the described special effects are visible in the image, resulting in a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.276123046875, "hpsv2_diop": 0.281982421875, "hpsv2_oidp": 0.2783203125, "hpsv2_oiop": 0.304443359375 }
-1
1
flux_dev
[ [ 1.921875, -1.94921875 ], [ 0.43896484375, -0.459716796875 ] ]
{ "image_reward_didp": 1.294921875, "image_reward_diop": 1.599609375, "image_reward_oidp": 0.290771484375, "image_reward_oiop": 0.91015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.776721954345703, -5.030166149139404 ], "hpsv3_diop": [ 8.202312469482422, -4.862933158874512 ], "hpsv3_oidp": [ 13.414260864257812, -5.021716594696045 ], "hpsv3_oiop": [ 10.080118179321289, -4.987290859222412 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.189453125, 1.21875, 1.359375, 0.57421875, 0.66015625, 1.078125, 1.046875, 0.984375, 1.984375, 0.8359375, 1.40625 ] }, "original": { "preds": [ 0, 2, 1, 2, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.203125, 1.9140625, 1.1875, 1.0546875, 0.412109375, 1.0546875, 1.2109375, 0.92578125, 1.984375, 0.54296875, 1.1328125 ] } }
0.356201
[ 0.4342874586582184, 0.565712571144104 ]
[ 0.6740047931671143, 0.32599520683288574 ]
[ 0.7080078125, 0.291748046875 ]
[ 0.4973292946815491, 0.5026707649230957 ]
8.202312
77
An elephant slakes his thirst by a river as an egret walks behind.
An elephant drinks by a river, an egret walks behind, but the scene is dark, blurry, and distorted with heavy deformation, lacking clear intent, appearing unfinished and inauthentic despite scaling.
["detail realism", "clarity", "richness", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned: dark, blurry, distorted with heavy deformation, lacking clear intent, unfinished, inauthentic. \n- 'dark': The image is not particularly dark; it has a natural, somewhat muted lighting. (0% visible)\n- 'blurry': The image is sharp and clear, not blurry. (0% visible)\n- 'distorted with heavy deformation': The elephant and egret are well-formed and realistic, with no noticeable deformation. (0% visible)\n- 'lacking clear intent': The scene is clear and purposeful. (0% visible)\n- 'unfinished': The image appears complete and polished. (0% visible)\n- 'inauthentic': The image looks realistic and authentic. (0% visible)\n\nAll effects are absent, so the score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- dark: The image is well-lit, not dark.\n- blurry: The image is sharp and in focus, not blurry.\n- distorted with heavy deformation: The subjects are well-formed and realistic, with no heavy deformation.\n- lacking clear intent: The scene is clear and purposeful.\n- appearing unfinished: The image appears complete and polished.\n- inauthentic: The image looks authentic.\n\nNone of the specified special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3193359375, "hpsv2_diop": 0.304443359375, "hpsv2_oidp": 0.31591796875, "hpsv2_oiop": 0.31494140625 }
1
1
flux_dev
[ [ -0.40576171875, 0.37548828125 ], [ -2.572265625, 2.556640625 ] ]
{ "image_reward_didp": 1.7080078125, "image_reward_diop": 1.5185546875, "image_reward_oidp": 1.228515625, "image_reward_oiop": 1.212890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.181913375854492, -4.992624282836914 ], "hpsv3_diop": [ 11.96173095703125, -5.062633514404297 ], "hpsv3_oidp": [ 13.038248062133789, -5.046952247619629 ], "hpsv3_oiop": [ 10.915608406066895, -5.048703193664551 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.03955078125, 1.53125, 0.8671875, 0.01611328125, 0.447265625, 1.5546875, 0.765625, 0.0615234375, 2, 0.169921875, 1.234375 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.166015625, 1.953125, 0.9375, 0.0712890625, 0.484375, 1.3671875, 1.9375, 0.310546875, 2, 0.322265625, 1.21875 ] } }
0.994629
[ 0.44727545976638794, 0.5527245998382568 ]
[ 0.2601500153541565, 0.7398499250411987 ]
[ 0.281494140625, 0.71875 ]
[ 0.49776217341423035, 0.5022377967834473 ]
11.961731
78
A baseball team playing a baseball game on a baseball field.
A baseball game unfolds on a field with garish, clashing colors—neon greens and muddy browns dominate, overwhelming the scene. The players are tiny, lost in the periphery, while mismatched equipment and chaotic positioning create visual discord, making the image feel jarring and unpleasant.
["color aesthetic", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: garish, clashing colors (neon greens and muddy browns), players are tiny, mismatched equipment, chaotic positioning, jarring and unpleasant.\n- Checking effects visibility:\n - Garish, clashing colors (neon greens and muddy browns): The green of the field is quite vibrant, almost neon, and the brown of the dirt is prominent. The colors are strong but not necessarily 'clashing' in a jarring way, though they are intense.\n - Players are tiny, lost in the periphery: The players are indeed quite small relative to the field, and many are in the mid-ground or background, making them less central.\n - Mismatched equipment: This is not clearly visible. The equipment appears standard for baseball.\n - Chaotic positioning: The players are positioned somewhat randomly across the field, not in typical game formations, which could be interpreted as chaotic.\n - Jarring and unpleasant: This is subjective, but the overall visual style with the intense colors and small figures could contribute to this feeling for some viewers.\n- Computing score: 3 out of 5 effects are clearly visible (garish colors, tiny players, chaotic positioning). Mismatched equipment is not visible. 'Jarring and unpleasant' is a subjective outcome of the other effects. So, 3/5 = 60%.", "llm_distorted_special_effects": 60, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- garish, clashing colors (neon greens and muddy browns dominate): Not visible. The colors are standard for a baseball field.\n- players are tiny, lost in the periphery: Not visible. Players are visible and appropriately sized for the perspective.\n- mismatched equipment: Not visible. Equipment appears standard.\n- chaotic positioning: Not visible. Players are positioned as in a typical game.\n\nNone of the described effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.28857421875, "hpsv2_diop": 0.269287109375, "hpsv2_oidp": 0.270263671875, "hpsv2_oiop": 0.25537109375 }
1
1
flux_dev
[ [ 1.6884765625, -1.701171875 ], [ -0.141357421875, 0.1396484375 ] ]
{ "image_reward_didp": 0.72607421875, "image_reward_diop": 0.8720703125, "image_reward_oidp": -0.112060546875, "image_reward_oiop": 0.1844482421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.12196159362793, -4.936839580535889 ], "hpsv3_diop": [ 7.74809455871582, -4.776052474975586 ], "hpsv3_oidp": [ 10.96382999420166, -4.9688825607299805 ], "hpsv3_oiop": [ 10.392293930053711, -4.9784393310546875 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 2, 2, 0, 2 ], "scores": [ 0.404296875, 1.921875, 0.625, 0.18359375, 0.13671875, 0.8359375, 1.921875, 1.71875, 1.3359375, 0.169921875, 1.8359375 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.1943359375, 1.765625, 0.9453125, 0.1533203125, 0.419921875, 1.125, 1, 0.95703125, 1.46875, 0.2236328125, 1.796875 ] } }
0.251465
[ 0.5132510662078857, 0.48674893379211426 ]
[ 0.01461481861770153, 0.9853852391242981 ]
[ 0.6259765625, 0.373779296875 ]
[ 0.500231146812439, 0.4997688829898834 ]
7.748095
79
A bus driving up to a crosswalk next to a tall building.
A bus approaches a crosswalk beside a tall building, bathed in jarring, overexposed hues—muddy greens and sickly yellows clash violently, creating an unsettling, unfinished scene that evokes loneliness and anxiety through its chaotic, discordant palette.
["color aesthetic", "richness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Jarring, overexposed hues: Visible. The image has a strong, almost neon green tint that feels overexposed.\n- Muddy greens: Visible. The dominant green color is somewhat desaturated and murky.\n- Sickly yellows: Visible. The yellow of the bus and some lights appear sickly due to the green overlay.\n- Clash violently: Visible. The green and yellow do not harmonize well, creating a jarring effect.\n- Unsettling: Visible. The overall color palette and atmosphere are unsettling.\n- Unfinished scene: Not clearly visible. The scene appears complete, not unfinished.\n- Evokes loneliness: Visible. The foggy, monochromatic feel contributes to a sense of loneliness.\n- Evokes anxiety: Visible. The jarring colors and unsettling atmosphere evoke anxiety.\n- Chaotic, discordant palette: Visible. The color scheme is indeed chaotic and discordant.", "llm_distorted_special_effects": 89, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt mentions the following visual effects:\n- jarring, overexposed hues: Not visible. The image has natural lighting.\n- muddy greens: Not visible. Greens are natural.\n- sickly yellows: Not visible. Yellows are natural.\n- unsettling, unfinished scene: Not visible. The scene is clear and complete.\n- chaotic, discordant palette: Not visible. The colors are harmonious.\n\nNone of the specified effects are visible in the image, leading to a score of 0 for special effects.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.284423828125, "hpsv2_diop": 0.2332763671875, "hpsv2_oidp": 0.30859375, "hpsv2_oiop": 0.31689453125 }
1
1
flux_dev
[ [ 1.0478515625, -1.05859375 ], [ -1.78125, 1.787109375 ] ]
{ "image_reward_didp": 1.17578125, "image_reward_diop": 1.37109375, "image_reward_oidp": -0.25390625, "image_reward_oiop": 1.4501953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.202438354492188, -4.990148067474365 ], "hpsv3_diop": [ 12.049221992492676, -5.05613899230957 ], "hpsv3_oidp": [ 15.958560943603516, -4.649940490722656 ], "hpsv3_oiop": [ 16.07805061340332, -4.613435745239258 ] } }
{ "distorted": { "preds": [ 0, 2, 0, 1, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.228515625, 1.6015625, 0.5, 0.609375, 0.478515625, 1.0546875, 0.75, 1.140625, 1.9921875, 0.59375, 1.53125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 0, 2 ], "scores": [ 0.171875, 1.578125, 0.82421875, 0.10009765625, 0.6796875, 1.4453125, 0.57421875, 0.9453125, 1.984375, 0.470703125, 1.7109375 ] } }
0.84668
[ 0.6235421299934387, 0.37645789980888367 ]
[ 0.00881496537476778, 0.9911850094795227 ]
[ 0.45703125, 0.54296875 ]
[ 0.4984518587589264, 0.501548171043396 ]
12.049222
80
A pretty young lady wearing a baseball helmet and holding a bat.
A blurry, dark image of a young lady in a baseball helmet holding a bat, with heavy noise and distortion, creating a disharmonious, chaotic composition that feels mismatched and visually discordant.
["clarity", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The distorted prompt mentions the following effects:\n- blurry: The image has a noticeable blur, especially on the bat and parts of the helmet.\n- dark image: The image is quite dark with limited lighting.\n- heavy noise: There is some noise visible, but not 'heavy'.\n- distortion: There is some motion blur which can be considered a form of distortion.\n- disharmonious, chaotic composition: The composition is not particularly chaotic or disharmonious.\n- mismatched and visually discordant: The elements are not mismatched or discordant.\n\nOut of 6 effects, 3 are clearly present (blurry, dark image, distortion), 1 is partially present (heavy noise), and 2 are not present (disharmonious, chaotic composition, mismatched and visually discordant). This gives a score of approximately 50%.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Blurry: Not visible.\n- Dark image: Not visible.\n- Heavy noise: Not visible.\n- Distortion: Not visible.\n- Disharmonious, chaotic composition: Not visible.\n- Mismatched: Not visible.\n- Visually discordant: Not visible.\n\nAll 7 effects are not visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.31591796875, "hpsv2_diop": 0.27783203125, "hpsv2_oidp": 0.30224609375, "hpsv2_oiop": 0.313232421875 }
-1
1
flux_dev
[ [ 1.890625, -1.923828125 ], [ -2.568359375, 2.5625 ] ]
{ "image_reward_didp": 1.5966796875, "image_reward_diop": 1.5322265625, "image_reward_oidp": 1.4306640625, "image_reward_oiop": 1.8271484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.627436637878418, -5.054373741149902 ], "hpsv3_diop": [ 9.096086502075195, -4.946229934692383 ], "hpsv3_oidp": [ 13.859495162963867, -5.002640247344971 ], "hpsv3_oiop": [ 12.340644836425781, -5.0451812744140625 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.020263671875, 1.9609375, 0.90234375, 0.0025634765625, 0.408203125, 1.25, 1, 0.17578125, 2, 0.162109375, 1.0390625 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.77734375, 1.8984375, 1.3125, 0.00799560546875, 0.73046875, 1.609375, 1.90625, 0.130859375, 2, 0.169921875, 1.0390625 ] } }
0.98584
[ 0.2542600929737091, 0.7457399368286133 ]
[ 0.000014362643923959695, 0.9999856948852539 ]
[ 0.226806640625, 0.7734375 ]
[ 0.49514660239219666, 0.504853367805481 ]
9.096087
81
A meat covered sandwich on top of a spatula being held by a chefs hand.
A blurry, distorted image of a meat-covered sandwich on a spatula held by a chef’s hand, evoking creepiness and anxiety through grainy noise and smeared edges, amplifying feelings of emptiness and frustration without additional embellishments.
["emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry: Not visible.\n- distorted: Not visible.\n- grainy noise: Not visible.\n- smeared edges: Not visible.\n\nNone of the specified effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Blurry: Not visible.\n- Distorted: Not visible.\n- Creepiness: Not visible.\n- Anxiety: Not visible.\n- Grainy noise: Not visible.\n- Smeared edges: Not visible.\n- Emptiness: Not visible.\n- Frustration: Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2978515625, "hpsv2_diop": 0.27392578125, "hpsv2_oidp": 0.313720703125, "hpsv2_oiop": 0.309326171875 }
-1
1
flux_dev
[ [ -1.3720703125, 1.359375 ], [ -1.5419921875, 1.529296875 ] ]
{ "image_reward_didp": 0.0005335807800292969, "image_reward_diop": 0.201904296875, "image_reward_oidp": 0.67333984375, "image_reward_oiop": 0.970703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.725281715393066, -4.94104528427124 ], "hpsv3_diop": [ 13.868441581726074, -5.021998882293701 ], "hpsv3_oidp": [ 14.779220581054688, -4.934035778045654 ], "hpsv3_oiop": [ 15.293264389038086, -4.857819080352783 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0001068115234375, 0.9453125, 0.6796875, 0.01556396484375, 0.380859375, 1.125, 0.765625, 0.369140625, 1.9921875, 0.0732421875, 1.03125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0849609375, 1.9453125, 1.0390625, 0.008544921875, 0.298828125, 1.546875, 0.93359375, 0.28125, 2, 0.23828125, 1.078125 ] } }
0.99707
[ 0.537727952003479, 0.4622720181941986 ]
[ 0.450877845287323, 0.549122154712677 ]
[ 0.77734375, 0.22265625 ]
[ 0.4991433024406433, 0.5008566975593567 ]
13.868442
82
an oxen standing in front of a door next to a bicycle
A fragmented, low-res scene where an oxen and bicycle blur into a muddy, pixelated doorframe; jagged edges, smeared textures, and ghostly artifacts dominate—no focal point, only creeping unease, hollow emptiness, and visual decay swallowing all detail into digital ruin.
["main object", "emotion", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented: Not visible.\n- low-res: Not visible.\n- blur into a muddy, pixelated doorframe: Not visible.\n- jagged edges: Not visible.\n- smeared textures: Not visible.\n- ghostly artifacts: Not visible.\n- no focal point: Not visible.\n- creeping unease: Not visible.\n- hollow emptiness: Not visible.\n- visual decay: Not visible.\n- swallowing all detail into digital ruin: Not visible.\n\nAll effects are absent, resulting in a score of 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- fragmented: Not visible.\n- low-res: Not visible.\n- blur into a muddy, pixelated doorframe: Not visible.\n- jagged edges: Not visible.\n- smeared textures: Not visible.\n- ghostly artifacts: Not visible.\n- no focal point: Not visible.\n- creeping unease: Not visible.\n- hollow emptiness: Not visible.\n- visual decay: Not visible.\n- swallowing all detail into digital ruin: Not visible.\n\nAll effects are absent, leading to a score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.284423828125, "hpsv2_diop": 0.25390625, "hpsv2_oidp": 0.30322265625, "hpsv2_oiop": 0.324951171875 }
-1
1
flux_dev
[ [ -1.626953125, 1.62890625 ], [ -4.58203125, 4.6015625 ] ]
{ "image_reward_didp": 1.8154296875, "image_reward_diop": 1.8642578125, "image_reward_oidp": 0.6630859375, "image_reward_oiop": 1.4951171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.649596214294434, -5.059298515319824 ], "hpsv3_diop": [ 7.852700233459473, -4.8288798332214355 ], "hpsv3_oidp": [ 11.167454719543457, -5.035601615905762 ], "hpsv3_oiop": [ 10.962006568908691, -5.035093307495117 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.0771484375, 1.015625, 0.77734375, 0.00909423828125, 0.62890625, 1, 0.8359375, 0.1591796875, 1.9921875, 0.66015625, 1.1328125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.08251953125, 1.484375, 0.9375, 0.54296875, 0.703125, 1.4296875, 0.6953125, 0.296875, 2, 0.26953125, 1.234375 ] } }
0.999023
[ 0.14970052242279053, 0.8502994775772095 ]
[ 0.00003603500226745382, 0.9999639987945557 ]
[ 0.53125, 0.46875 ]
[ 0.49359196424484253, 0.5064080357551575 ]
7.8527
83
A pizza with purple cabbage topping on a table next to white bowl.
A dimly lit pizza with purple cabbage topping sits beside a white bowl on a table, shrouded in darkness with no visible shadows or highlights, creating a flat, uniformly muted appearance.
["color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- Dimly lit: Visible.\n- Shrouded in darkness: Visible.\n- No visible shadows: Mostly visible, shadows are very subtle.\n- No visible highlights: Mostly visible, highlights are very subtle.\n- Flat appearance: Visible.\n- Uniformly muted appearance: Visible.\n\nAll 6 effects are present to a significant degree, leading to a high score.", "llm_distorted_special_effects": 92, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: dimly lit, shrouded in darkness, no visible shadows, no visible highlights, flat appearance, uniformly muted appearance.\n- 'dimly lit': Not visible. The image is well-lit.\n- 'shrouded in darkness': Not visible. The image is bright.\n- 'no visible shadows': Not visible. There are clear shadows, especially under the pizza crust and the purple cabbage.\n- 'no visible highlights': Not visible. There are clear highlights on the purple cabbage and the crust.\n- 'flat appearance': Not visible. The image has depth and dimension.\n- 'uniformly muted appearance': Not visible. The colors are vibrant and not muted.\n- Score: 0/6 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2890625, "hpsv2_diop": 0.256591796875, "hpsv2_oidp": 0.28857421875, "hpsv2_oiop": 0.28271484375 }
1
1
flux_dev
[ [ -1.1845703125, 1.1484375 ], [ -4.9609375, 4.9609375 ] ]
{ "image_reward_didp": 1.857421875, "image_reward_diop": 1.7568359375, "image_reward_oidp": 0.42041015625, "image_reward_oiop": 1.478515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.686285972595215, -4.92336893081665 ], "hpsv3_diop": [ 6.572239398956299, -4.587253570556641 ], "hpsv3_oidp": [ 11.498424530029297, -5.048516750335693 ], "hpsv3_oiop": [ 11.961453437805176, -5.038215160369873 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.46875, 1.046875, 0.6796875, 0.005859375, 0.4140625, 0.8671875, 0.8046875, 0.51171875, 1.9921875, 0.134765625, 0.875 ] }, "original": { "preds": [ 1, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.7578125, 1.890625, 0.75, 0.006500244140625, 0.390625, 1.5078125, 1, 0.55859375, 2, 0.375, 1.1875 ] } }
0.999512
[ 0.2122109830379486, 0.787788987159729 ]
[ 0.001233042567037046, 0.9987670183181763 ]
[ 0.2493896484375, 0.75048828125 ]
[ 0.4991527795791626, 0.5008472800254822 ]
6.572239
84
This person is riding their horse near the water.
A rider on a horse near water, shrouded in darkness with no light or shadows, evoking creepiness and loneliness through disharmonious, chaotic composition and oppressive gloom.
["lighting distinction", "emotion", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Effects mentioned:\n- shrouded in darkness: Visible. The image is very dark, with silhouettes.\n- no light or shadows: Partially visible. There is a light source (moon/sun) and reflections on the water, but the main subjects are silhouetted, minimizing direct light/shadows on them.\n- evoking creepiness: Subjective, but the dark, silhouetted figures and misty atmosphere contribute to this.\n- loneliness: Subjective, but the single figure in a vast, dark landscape can evoke this.\n- disharmonious, chaotic composition: Not visible. The composition is quite balanced and clear, not chaotic.\n- oppressive gloom: Visible. The overall dark and misty atmosphere creates a sense of gloom.\n\nVisible effects: shrouded in darkness, evoking creepiness, loneliness, oppressive gloom. (4/6 effects are clearly visible or strongly suggested). 'No light or shadows' is partially visible. 'Disharmonious, chaotic composition' is not visible.\n\nScore calculation: (4 + 0.5) / 6 * 100 = 75", "llm_distorted_special_effects": 75, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- shrouded in darkness: Not visible. The image is brightly lit.\n- no light or shadows: Not visible. There are clear light and shadow details.\n- evoking creepiness: Not visible. The image evokes a pleasant, active scene.\n- loneliness: Not visible. The scene is neutral, not particularly lonely.\n- disharmonious, chaotic composition: Not visible. The composition is balanced and clear.\n- oppressive gloom: Not visible. The image is bright and clear.\n\nAll 6 effects are not visible. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.282470703125, "hpsv2_diop": 0.23876953125, "hpsv2_oidp": 0.31494140625, "hpsv2_oiop": 0.33154296875 }
1
1
flux_dev
[ [ 3.76171875, -3.80078125 ], [ -2.94921875, 2.95703125 ] ]
{ "image_reward_didp": 1.5087890625, "image_reward_diop": 1.2822265625, "image_reward_oidp": 0.26953125, "image_reward_oiop": 1.1728515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.657564163208008, -5.056055545806885 ], "hpsv3_diop": [ 6.432603359222412, -4.489098072052002 ], "hpsv3_oidp": [ 13.048401832580566, -5.045602321624756 ], "hpsv3_oiop": [ 13.445448875427246, -5.012284755706787 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 2, 2, 1, 0 ], "scores": [ 0.11181640625, 0.89453125, 0.65234375, 0.18359375, 0.2255859375, 0.7265625, 0.875, 1.8125, 1.9921875, 0.9140625, 0.4453125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.12060546875, 1.8828125, 0.953125, 0.0001220703125, 0.2490234375, 1.3515625, 1.1796875, 0.6875, 2, 0.04443359375, 1.1328125 ] } }
0.396484
[ 0.07557692378759384, 0.924423098564148 ]
[ 0.00009400540875503793, 0.9999059438705444 ]
[ 0.02001953125, 0.97998046875 ]
[ 0.49546340107917786, 0.5045366287231445 ]
6.432603
85
A busy city street packed with commuter buses.
A dim, low-quality city street with barely visible commuter buses, lost in a dark, ugly, and indistinct background, creating a chaotic, disharmonious scene where no object stands out.
["background", "main object", "object pairing", "color brightness"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Visual effects mentioned: 'dim', 'low-quality', 'barely visible commuter buses', 'lost in a dark, ugly, and indistinct background', 'chaotic, disharmonious scene', 'no object stands out'.\n- 'dim': The image is quite dark, especially the background. (Visible)\n- 'low-quality': The image does not appear low-quality in terms of resolution or artifacts, but rather intentionally hazy. (Not visible)\n- 'barely visible commuter buses': The buses are clearly visible, though some are partially obscured by fog/distance. (Partially visible)\n- 'lost in a dark, ugly, and indistinct background': The background is dark and indistinct due to fog, but not necessarily 'ugly'. (Partially visible)\n- 'chaotic, disharmonious scene': The scene is somewhat chaotic due to the fog and reflections, but not overtly disharmonious. (Partially visible)\n- 'no object stands out': The buses and their lights stand out significantly. (Not visible)\n\nRoughly 3 out of 6 effects are clearly visible, with others partially visible, leading to a score around 50.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- \"dim\": The image is well-lit, not dim.\n- \"low-quality\": The image quality is high, not low.\n- \"barely visible commuter buses\": The commuter buses are clearly visible.\n- \"lost in a dark, ugly, and indistinct background\": The background is clear, bright, and distinct, not dark, ugly, or indistinct.\n- \"chaotic, disharmonious scene\": The scene is orderly, with buses neatly lined up, not chaotic or disharmonious.\n- \"no object stands out\": Many objects, especially the buses, stand out clearly.\n\nNone of the described effects are visible in the image. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.266357421875, "hpsv2_diop": 0.2060546875, "hpsv2_oidp": 0.31982421875, "hpsv2_oiop": 0.321044921875 }
1
1
flux_dev
[ [ 1.5224609375, -1.548828125 ], [ -0.7294921875, 0.7197265625 ] ]
{ "image_reward_didp": 1.0078125, "image_reward_diop": -0.5478515625, "image_reward_oidp": 0.72265625, "image_reward_oiop": 1.548828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.712566375732422, -5.057072639465332 ], "hpsv3_diop": [ 10.996504783630371, -5.014840602874756 ], "hpsv3_oidp": [ 13.745463371276855, -5.018923759460449 ], "hpsv3_oiop": [ 16.054977416992188, -4.572317123413086 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.10888671875, 1.0859375, 0.78515625, 0.384765625, 0.66796875, 1.125, 0.6328125, 1.21875, 1.984375, 0.6796875, 1.65625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.396484375, 1.46875, 0.8359375, 0.57421875, 0.73828125, 1.0703125, 0.8125, 0.66015625, 1.984375, 0.1123046875, 1.8359375 ] } }
0.962891
[ 0.3112906813621521, 0.6887093782424927 ]
[ 0.0013300774153321981, 0.9986699819564819 ]
[ 0.275146484375, 0.72509765625 ]
[ 0.4970516562461853, 0.5029482841491699 ]
10.996505
86
A large manufacturing facility next to a field with animals on it.
A grim, low-quality manufacturing facility looms beside a barren field, its decaying edges and murky haze amplifying dread. The absence of a clear background deepens emptiness, while distorted textures evoke hostility and anxiety, leaving the scene eerily unsettling.
["background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- grim: Visible (color palette, atmosphere)\n- low-quality: Not clearly visible (image quality is good)\n- decaying edges: Not clearly visible (edges are sharp)\n- murky haze: Visible (fog/haze)\n- absence of a clear background: Visible (fog obscures background)\n- distorted textures: Not visible (textures are clear)\n- hostility: Not directly visible (implied by atmosphere, but not a visual effect)\n- anxiety: Not directly visible (implied by atmosphere, but not a visual effect)\n\nVisible effects: grim, murky haze, absence of a clear background. (3/7)\n\nSmooth score calculation: (3/7) * 100 = 42.85, rounded to 43.", "llm_distorted_special_effects": 43, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned in the distorted prompt:\n- grim: Not visible. The image is well-lit and clear.\n- low-quality: Not visible. The image is high-quality.\n- decaying edges: Not visible. The facility appears well-maintained.\n- murky haze: Not visible. The air is clear.\n- absence of a clear background: Not visible. The sky and distant elements are clear.\n- distorted textures: Not visible. Textures are sharp and realistic.\n- hostility: Not visible. The scene is neutral.\n- anxiety: Not visible. The scene is neutral.\n- eerily unsettling: Not visible. The scene is calm.\n\nNone of the specified effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2308349609375, "hpsv2_diop": 0.12420654296875, "hpsv2_oidp": 0.272705078125, "hpsv2_oiop": 0.26416015625 }
1
1
flux_dev
[ [ -1.8837890625, 1.89453125 ], [ -4.2109375, 4.23828125 ] ]
{ "image_reward_didp": 1.4189453125, "image_reward_diop": -0.43212890625, "image_reward_oidp": 0.9111328125, "image_reward_oiop": 1.640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.927718639373779, -4.818398475646973 ], "hpsv3_diop": [ -1.2430872917175293, -3.8468873500823975 ], "hpsv3_oidp": [ 8.584232330322266, -4.8658528327941895 ], "hpsv3_oiop": [ 10.686949729919434, -5.039803504943848 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.126953125, 0.66796875, 0.8359375, 0.65625, 0.79296875, 0.5703125, 0.625, 0.046630859375, 0.78125, 0.8359375, 0.875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 1, 2, 1, 1 ], "scores": [ 0.0673828125, 1.5, 0.87890625, 0.314453125, 0.353515625, 1.1484375, 0.416015625, 0.96484375, 1.8984375, 0.7578125, 1.34375 ] } }
0.998047
[ 0.32878613471984863, 0.6712138652801514 ]
[ 0.0016547731356695294, 0.9983452558517456 ]
[ 0.0775146484375, 0.92236328125 ]
[ 0.4973202347755432, 0.5026798248291016 ]
-1.243087
87
Two road sign in a dry area and some hills
Two road signs in a dry area with hills, rendered with extreme fragmentation and roughness; details are blatantly unfinished, making objects indiscernible, and the image appears random, broken, and devoid of clear intent or design.
["detail refinement", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: extreme fragmentation, roughness, blatantly unfinished details, objects indiscernible, random, broken, devoid of clear intent or design.\n- extreme fragmentation: Partially visible in the signs' distressed appearance.\n- roughness: Visible in the texture of the signs and the ground.\n- blatantly unfinished details: Not clearly visible, details are mostly clear.\n- objects indiscernible: Objects are clearly discernible.\n- random, broken, devoid of clear intent or design: Not visible, the image has clear composition and intent.\n- Score: 2/7 effects are partially visible, leading to a low score.", "llm_distorted_special_effects": 20, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- extreme fragmentation: Not visible.\n- roughness: Not visible.\n- details are blatantly unfinished: Not visible.\n- making objects indiscernible: Not visible.\n- image appears random: Not visible.\n- broken: Not visible.\n- devoid of clear intent or design: Not visible.\n\nAll effects are absent, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.276611328125, "hpsv2_diop": 0.263916015625, "hpsv2_oidp": 0.2232666015625, "hpsv2_oiop": 0.2342529296875 }
-1
1
flux_dev
[ [ -1.2802734375, 1.26953125 ], [ -2.619140625, 2.615234375 ] ]
{ "image_reward_didp": 1.6083984375, "image_reward_diop": 1.6845703125, "image_reward_oidp": 0.73876953125, "image_reward_oiop": 1.1162109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.623408317565918, -5.052430152893066 ], "hpsv3_diop": [ 11.342116355895996, -5.054573059082031 ], "hpsv3_oidp": [ 7.7719197273254395, -4.812353134155273 ], "hpsv3_oiop": [ 6.140262603759766, -4.492265224456787 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.251953125, 1.8671875, 0.9375, 0.0050048828125, 0.6640625, 1.453125, 0.625, 0.7890625, 1.9609375, 0.271484375, 1.1796875 ] }, "original": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.396484375, 0.89453125, 0.90625, 0.0400390625, 0.5625, 0.72265625, 0.7265625, 0.0859375, 1.3828125, 0.2421875, 0.7421875 ] } }
0.992188
[ 0.12395408004522324, 0.8760458827018738 ]
[ 0.03156933933496475, 0.9684306383132935 ]
[ 0.10821533203125, 0.8916015625 ]
[ 0.4954074025154114, 0.5045925974845886 ]
11.342116
88
A small pizza topped with red peppers, green peppers, and onions.
A small pizza topped with red peppers, green peppers, and onions appears blurry with visible noise and distortion, lacking light and shadow effects, making details indistinct and flat.
["clarity", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: blurry, visible noise, distortion, lacking light and shadow effects, details indistinct and flat.\n- blurry: Not visible.\n- visible noise: Not visible.\n- distortion: Not visible.\n- lacking light and shadow effects: Not visible.\n- details indistinct and flat: Not visible.\nNone of the described effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects: blurry, visible noise, distortion, lacking light and shadow effects, indistinct details, flat.\n- Blurry: Not visible.\n- Visible noise: Not visible.\n- Distortion: Not visible.\n- Lacking light and shadow effects: Not visible.\n- Indistinct details: Not visible.\n- Flat: Not visible.\n- Score: 0 (none of the effects are visible).", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.29443359375, "hpsv2_diop": 0.277587890625, "hpsv2_oidp": 0.316650390625, "hpsv2_oiop": 0.312744140625 }
-1
1
flux_dev
[ [ -2.6484375, 2.64453125 ], [ -2.748046875, 2.74609375 ] ]
{ "image_reward_didp": 0.69677734375, "image_reward_diop": 0.71826171875, "image_reward_oidp": 1.1484375, "image_reward_oiop": 1.25390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.22296142578125, -5.020596027374268 ], "hpsv3_diop": [ 12.248939514160156, -4.998349189758301 ], "hpsv3_oidp": [ 13.415132522583008, -5.013482093811035 ], "hpsv3_oiop": [ 13.263445854187012, -4.99544620513916 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.70703125, 1.7265625, 0.9296875, 0.2158203125, 0.330078125, 1.3046875, 1.3203125, 0.71875, 1.953125, 0.46875, 1.140625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.0296630859375, 1.859375, 1.0234375, 0.015380859375, 0.6640625, 1.4296875, 1.921875, 0.9140625, 2, 0.390625, 1.2109375 ] } }
0.997559
[ 0.5307334065437317, 0.4692665934562683 ]
[ 0.14462696015834808, 0.8553730249404907 ]
[ 0.53125, 0.46875 ]
[ 0.5002034306526184, 0.4997965097427368 ]
12.24894
89
A dump truck driving past a large building
A dump truck drives past a large building, rendered in garish, clashing colors with overexposed highlights and muddy shadows. The composition feels chaotic, with mismatched proportions. The background is indistinct and low-quality, while the entire image suffers from noticeable blur and digital noise.
["color aesthetic", "object pairing", "background", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- garish, clashing colors: Not present. Colors are natural and harmonious.\n- overexposed highlights: Not present. Highlights are well-controlled.\n- muddy shadows: Not present. Shadows are clear and defined.\n- chaotic composition: Not present. The composition is balanced.\n- mismatched proportions: Not present. Proportions are realistic.\n- indistinct and low-quality background: Not present. The background is clear and detailed.\n- noticeable blur: Not present. The image is sharp.\n- digital noise: Not present. The image is clean.\n\nAll effects are absent, leading to a score of 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Garish, clashing colors: Not visible. The colors are natural and well-balanced.\n- Overexposed highlights: Not visible. Highlights are controlled, especially on the building and sky.\n- Muddy shadows: Not visible. Shadows are clear and defined.\n- Chaotic composition: Not visible. The composition is balanced and clear.\n- Mismatched proportions: Not visible. Proportions are realistic.\n- Indistinct and low-quality background: Not visible. The background building is clear.\n- Noticeable blur: Not visible. The image is sharp.\n- Digital noise: Not visible. The image is clean.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.319580078125, "hpsv2_diop": 0.2958984375, "hpsv2_oidp": 0.26513671875, "hpsv2_oiop": 0.293212890625 }
-1
0
flux_dev
[ [ -0.83251953125, 0.833984375 ], [ -0.05804443359375, 0.05718994140625 ] ]
{ "image_reward_didp": -0.52490234375, "image_reward_diop": -0.72509765625, "image_reward_oidp": -0.1845703125, "image_reward_oiop": 1.2548828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.000589370727539, -5.045350551605225 ], "hpsv3_diop": [ 7.967649459838867, -4.804973125457764 ], "hpsv3_oidp": [ 13.668947219848633, -5.0278472900390625 ], "hpsv3_oiop": [ 12.386499404907227, -5.053272724151611 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 0, 1, 2, 0, 1 ], "scores": [ 0.1640625, 1.5546875, 0.83984375, 0.2109375, 0.58203125, 1.40625, 0.51171875, 1.15625, 2, 0.09716796875, 1.234375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.515625, 1.8828125, 0.90625, 0.0400390625, 0.66796875, 1.421875, 0.8984375, 0.921875, 2, 0.408203125, 1.171875 ] } }
0.983398
[ 0.23634199798107147, 0.7636579871177673 ]
[ 0.07853975147008896, 0.9214602112770081 ]
[ 0.341552734375, 0.658203125 ]
[ 0.4973181188106537, 0.5026819109916687 ]
7.967649
90
A large square food with nuts on it.
A large square food topped with nuts appears against a blurry, pixelated background with no discernible setting; the dish’s rigid shape clashes awkwardly with the scattered nuts, creating a visually discordant, low-resolution composition that feels unintentionally chaotic and aesthetically mismatched.
["background", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. blurry, pixelated background: Not visible.\n2. no discernible setting: Visible.\n3. rigid shape clashes awkwardly with scattered nuts: Not visible, the nuts are well-placed.\n4. visually discordant: Not visible.\n5. low-resolution composition: Not visible.\n6. unintentionally chaotic: Not visible.\n7. aesthetically mismatched: Not visible.\n\nOnly 1 out of 7 effects are visible, leading to a low score.", "llm_distorted_special_effects": 14, "llm_original_main_concepts": 90, "llm_original_reasoning": "Main visual effects mentioned:\n- blurry, pixelated background: Not visible. The background is clean and white.\n- no discernible setting: Visible. The background is plain white.\n- rigid shape clashes awkwardly with scattered nuts: Not visible. The nuts are well-distributed and don't clash awkwardly.\n- visually discordant: Not visible. The image is harmonious.\n- low-resolution composition: Not visible. The image is high-resolution.\n- unintentionally chaotic: Not visible. The composition is orderly.\n- aesthetically mismatched: Not visible. The elements are well-matched.\n\nOnly 1 out of 7 effects are visible, so the score is 1/7 * 100 = 14.", "llm_original_special_effects": 14 }
{ "hpsv2_didp": 0.25390625, "hpsv2_diop": 0.26123046875, "hpsv2_oidp": 0.267822265625, "hpsv2_oiop": 0.294921875 }
-1
1
flux_dev
[ [ -2.814453125, 2.810546875 ], [ -3.03125, 3.02734375 ] ]
{ "image_reward_didp": 0.289306640625, "image_reward_diop": 0.2880859375, "image_reward_oidp": 0.89599609375, "image_reward_oiop": 1.71875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.458840370178223, -5.03231143951416 ], "hpsv3_diop": [ 12.624018669128418, -5.056698799133301 ], "hpsv3_oidp": [ 10.531828880310059, -4.975679397583008 ], "hpsv3_oiop": [ 10.778047561645508, -5.013824939727783 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.294921875, 1.96875, 0.91796875, 0.0145263671875, 0.5390625, 1.65625, 0.62109375, 0.7578125, 2, 0.13671875, 1.125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.01513671875, 1.9453125, 0.9921875, 0.125, 0.78515625, 1.59375, 1.6953125, 0.4453125, 2, 0.166015625, 1.1015625 ] } }
0.998535
[ 0.6129021644592285, 0.3870978057384491 ]
[ 0.23593363165855408, 0.7640663385391235 ]
[ 0.96435546875, 0.035400390625 ]
[ 0.49956321716308594, 0.5004367232322693 ]
12.624019
91
A street crossroad with cars parked on the side of the road.
A dimly lit street crossroad with parked cars, rendered with heavy distortion and deformation, lacking shadows or light effects, creating an inauthentic, surreal realism despite scaling.
["detail realism", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Dimly lit: The image is indeed dimly lit, with streetlights providing the only significant illumination.\n2. Heavy distortion and deformation: There is no heavy distortion or deformation visible in the image.\n3. Lacking shadows or light effects: The image clearly has shadows cast by cars and poles, and strong light effects from the streetlights.\n4. Inauthentic, surreal realism: The image appears realistic, not surreal or inauthentic.\n\nChecking effects visibility:\n- Dimly lit: Yes, clearly visible.\n- Heavy distortion and deformation: No, not visible.\n- Lacking shadows or light effects: No, shadows and light effects are clearly visible.\n- Inauthentic, surreal realism: No, the image is realistic.\n\nSmooth score computation:\nOnly 1 out of 4 effects are clearly present. (Dimly lit). The other 3 are either absent or contradicted. Therefore, the score is 1/4 * 100 = 25.", "llm_distorted_special_effects": 25, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dimly lit: Not visible. The image is well-lit.\n- heavy distortion: Not visible. The image is clear and undistorted.\n- deformation: Not visible. Objects are in their natural shapes.\n- lacking shadows: Not visible. Shadows are present, especially under cars and buildings.\n- lacking light effects: Not visible. There are clear light effects, indicating a bright day.\n- inauthentic, surreal realism: Not visible. The image appears realistic and authentic.\n\nAll 6 effects are not visible. Therefore, the special effects score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.257568359375, "hpsv2_diop": 0.2255859375, "hpsv2_oidp": 0.265869140625, "hpsv2_oiop": 0.2646484375 }
-1
0
flux_dev
[ [ -0.5390625, 0.51611328125 ], [ 0.042510986328125, -0.066162109375 ] ]
{ "image_reward_didp": 1.35546875, "image_reward_diop": 0.1988525390625, "image_reward_oidp": 0.9365234375, "image_reward_oiop": 1.03515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.935652732849121, -4.923651695251465 ], "hpsv3_diop": [ 12.482645988464355, -5.06951904296875 ], "hpsv3_oidp": [ 15.823725700378418, -4.712708473205566 ], "hpsv3_oiop": [ 15.708124160766602, -4.766109466552734 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 1, 0, 1, 0, 2, 2, 0, 1 ], "scores": [ 0.81640625, 1.828125, 0.796875, 0.85546875, 0.515625, 1.125, 0.54296875, 1.046875, 1.734375, 0.47265625, 1.4609375 ] }, "original": { "preds": [ 1, 2, 1, 0, 1, 1, 0, 1, 2, 0, 2 ], "scores": [ 0.73828125, 1.6875, 0.82421875, 0.453125, 0.703125, 1.203125, 0.51171875, 0.94140625, 1.6640625, 0.35546875, 1.703125 ] } }
0.888672
[ 0.253005713224411, 0.7469942569732666 ]
[ 0.010476448573172092, 0.9895235896110535 ]
[ 0.5, 0.5 ]
[ 0.4972916841506958, 0.5027083158493042 ]
12.482646
92
A small brown hamster eating a piece of broccoli.
A small brown hamster eating broccoli, rendered with no light or shadow, appearing fragmented and broken, with heavy distortion and rough, indiscernible details, lacking clear intent or design, seeming random and unfinished.
["lighting distinction", "detail realism", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- no light or shadow: Not visible. The image has clear lighting and shadows.\n- appearing fragmented and broken: Not visible. The image is whole and intact.\n- heavy distortion: Not visible. The image is not distorted.\n- rough, indiscernible details: Not visible. Details are clear and discernible.\n- lacking clear intent or design: Not visible. The image has a clear design.\n- seeming random and unfinished: Not visible. The image appears complete and intentional.\n\nNone of the special effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned in the distorted prompt:\n- no light or shadow: Not visible. The image has clear lighting and shadows.\n- appearing fragmented and broken: Not visible. The image is whole and intact.\n- heavy distortion: Not visible. The image is clear and undistorted.\n- rough, indiscernible details: Not visible. Details are clear and discernible.\n- lacking clear intent or design: Not visible. The image has a clear subject and composition.\n- seeming random and unfinished: Not visible. The image appears complete and intentional.\n\nAll 6 effects are not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.3466796875, "hpsv2_diop": 0.3212890625, "hpsv2_oidp": 0.3583984375, "hpsv2_oiop": 0.33154296875 }
-1
0
flux_dev
[ [ -3.15234375, 3.158203125 ], [ -2.208984375, 2.208984375 ] ]
{ "image_reward_didp": 1.798828125, "image_reward_diop": 1.7734375, "image_reward_oidp": 1.9267578125, "image_reward_oiop": 1.9306640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.167675971984863, -5.046719074249268 ], "hpsv3_diop": [ 7.771213531494141, -4.842922687530518 ], "hpsv3_oidp": [ 14.973846435546875, -4.919349670410156 ], "hpsv3_oiop": [ 14.663735389709473, -4.967462062835693 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.0042724609375, 1.8984375, 0.9765625, 0.042236328125, 0.24609375, 1.5390625, 1.6328125, 0.85546875, 2, 0.2392578125, 0.89453125 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.0091552734375, 1.9609375, 1.1015625, 0.000530242919921875, 0.37890625, 1.625, 1.7890625, 0.6171875, 2, 0.6875, 0.98046875 ] } }
0.999023
[ 0.6574108004570007, 0.3425891399383545 ]
[ 0.09910348802804947, 0.9008965492248535 ]
[ 0.307373046875, 0.69287109375 ]
[ 0.49951741099357605, 0.5004826188087463 ]
7.771214
93
A green, white and yellow truck on road.
A green, white, and yellow truck on a road, its body warped and melting, no shadows or light gradients, edges blurred into void, evoking dread and emptiness, appearing unfinished and randomly placed, with no visual intent or coherence despite scaling.
["detail realism", "lighting distinction", "emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- body warped and melting: The front bumper of the truck appears to be melting and dripping green liquid onto the road.\n- no shadows or light gradients: There are clear shadows under the truck and gradients on its surface.\n- edges blurred into void: The edges of the truck and other elements are sharp, not blurred into a void.\n- evoking dread and emptiness: The image does not strongly evoke dread or emptiness.\n- appearing unfinished and randomly placed: The truck appears finished and intentionally placed on the road.\n- no visual intent or coherence despite scaling: The image has clear visual intent and coherence.\n\nChecking effects visibility:\n- body warped and melting: Visible (the dripping green liquid from the bumper).\n- no shadows or light gradients: Not visible.\n- edges blurred into void: Not visible.\n- evoking dread and emptiness: Not visible.\n- appearing unfinished and randomly placed: Not visible.\n- no visual intent or coherence despite scaling: Not visible.\n\nSmooth score computation: 1 out of 6 effects are visible, so the score is approximately (1/6) * 100 = 16.67, rounded to 17.", "llm_distorted_special_effects": 17, "llm_original_main_concepts": 100, "llm_original_reasoning": "Visual effects mentioned:\n- body warped and melting: Not visible.\n- no shadows or light gradients: Shadows and light gradients are clearly visible.\n- edges blurred into void: Edges are sharp and clear, not blurred into a void.\n- evoking dread and emptiness: The image does not evoke dread or emptiness.\n- appearing unfinished and randomly placed: The image appears finished and intentionally placed.\n- no visual intent or coherence despite scaling: The image has clear visual intent and coherence.\n\nNone of the specified special effects are visible in the image.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.31005859375, "hpsv2_diop": 0.2958984375, "hpsv2_oidp": 0.318115234375, "hpsv2_oiop": 0.316650390625 }
1
1
flux_dev
[ [ -1.0263671875, 1.025390625 ], [ -2.818359375, 2.830078125 ] ]
{ "image_reward_didp": 1.306640625, "image_reward_diop": 1.001953125, "image_reward_oidp": 1.2275390625, "image_reward_oiop": 0.97802734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.31303882598877, -5.050510406494141 ], "hpsv3_diop": [ 9.785704612731934, -4.989712715148926 ], "hpsv3_oidp": [ 14.330583572387695, -4.969095706939697 ], "hpsv3_oiop": [ 12.74240779876709, -5.0501909255981445 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 0, 2, 1, 1 ], "scores": [ 0.376953125, 1.390625, 0.59375, 0.005401611328125, 0.068359375, 1.1953125, 0.5703125, 0.34375, 2, 0.56640625, 1.046875 ] }, "original": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.0234375, 1.8671875, 0.953125, 0.027587890625, 0.1669921875, 1.3515625, 0.5859375, 0.333984375, 1.9765625, 0.65234375, 1.078125 ] } }
0.964844
[ 0.34776076674461365, 0.6522392630577087 ]
[ 0.001269214553758502, 0.9987308382987976 ]
[ 0.388671875, 0.611328125 ]
[ 0.4963635206222534, 0.5036364793777466 ]
9.785705
94
Wood kitchen with fridge and cabinets with oven and rugs
A cluttered wood kitchen with fridge, cabinets, oven, and rugs, where no main object stands out, elements clash aesthetically, and the background is blurry, dull, and visually unappealing, creating a chaotic, disharmonious scene.
["main object", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- cluttered: The kitchen appears very full with many items on counters, shelves, and the fridge, and multiple rugs on the floor.\n- no main object stands out: Due to the clutter, no single object dominates the scene.\n- elements clash aesthetically: The various rugs, magnets on the fridge, and general disarray contribute to a clashing aesthetic.\n- background is blurry: The background is not blurry; it is quite clear.\n- dull: The colors are not particularly dull; they are natural for a kitchen.\n- visually unappealing: This is subjective, but the clutter and clashing elements could be considered unappealing.\n- chaotic: The arrangement of items and multiple rugs creates a sense of chaos.\n- disharmonious scene: Similar to clashing elements and chaos, the scene lacks harmony.\n\nVisible effects:\n- cluttered: Yes, clearly visible.\n- no main object stands out: Yes, clearly visible.\n- elements clash aesthetically: Yes, clearly visible.\n- background is blurry: No, not visible.\n- dull: No, not visible.\n- visually unappealing: Yes, visible (subjectively).\n- chaotic: Yes, clearly visible.\n- disharmonious scene: Yes, clearly visible.\n\nOut of 8 effects, 6 are clearly visible. Therefore, the score is (6/8) * 100 = 75.", "llm_distorted_special_effects": 75, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned: cluttered, no main object stands out, elements clash aesthetically, background is blurry, dull, and visually unappealing, creating a chaotic, disharmonious scene.\n- 'Cluttered': The kitchen is not particularly cluttered; it appears well-organized.\n- 'No main object stands out': The fridge and oven are prominent and stand out.\n- 'Elements clash aesthetically': The elements generally harmonize well, with a consistent wood and light color scheme.\n- 'Background is blurry': The background is sharp and clear.\n- 'Dull and visually unappealing': The image is bright and visually appealing.\n- 'Chaotic, disharmonious scene': The scene is orderly and harmonious.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.26611328125, "hpsv2_diop": 0.254638671875, "hpsv2_oidp": 0.2841796875, "hpsv2_oiop": 0.300537109375 }
1
1
flux_dev
[ [ 0.174072265625, -0.190185546875 ], [ -1.3466796875, 1.341796875 ] ]
{ "image_reward_didp": 0.275146484375, "image_reward_diop": 0.337646484375, "image_reward_oidp": 0.361328125, "image_reward_oiop": 0.96484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.579825401306152, -5.030218601226807 ], "hpsv3_diop": [ 10.975923538208008, -5.051873683929443 ], "hpsv3_oidp": [ 12.37562084197998, -5.037485122680664 ], "hpsv3_oiop": [ 11.774696350097656, -5.033219337463379 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.8359375, 1.9609375, 0.8203125, 0.08642578125, 0.63671875, 1.296875, 0.90234375, 0.62109375, 1.9921875, 0.8203125, 1.8515625 ] }, "original": { "preds": [ 0, 2, 2, 0, 1, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.42578125, 1.96875, 1.671875, 0.03173828125, 0.640625, 1.5859375, 1.2109375, 0.296875, 2, 0.5703125, 1.734375 ] } }
0.99707
[ 0.45405369997024536, 0.5459463000297546 ]
[ 0.6917072534561157, 0.3082927465438843 ]
[ 0.418701171875, 0.58154296875 ]
[ 0.5002790689468384, 0.499720960855484 ]
10.975924
95
A man wearing a striped suit and a purple tie and a paper flower on his lapel.
A man in a striped suit and purple tie, with a paper flower on his lapel, appears fragmented and rough, lacking light/shadow, with disharmonious, chaotic composition evoking creepiness and emptiness.
["detail refinement", "emotion", "lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: fragmented, rough, lacking light/shadow, disharmonious, chaotic composition, evoking creepiness, evoking emptiness.\n- fragmented: Not visible.\n- rough: Not visible.\n- lacking light/shadow: Not visible, there are clear light and shadow.\n- disharmonious: Not visible.\n- chaotic composition: Not visible, the composition is balanced.\n- evoking creepiness: Not visible.\n- evoking emptiness: Not visible.\n- Score: 0 out of 7 effects are visible, so the special effects score is 0.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "Main visual effects mentioned:\n- fragmented: Not visible.\n- rough: Not visible.\n- lacking light/shadow: Not visible, the image has clear light and shadow.\n- disharmonious, chaotic composition: Not visible, the composition is balanced.\n- evoking creepiness: Not visible.\n- emptiness: Not visible.\n\nProportion of effects visible: 0/6 = 0%", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.327880859375, "hpsv2_diop": 0.31591796875, "hpsv2_oidp": 0.296630859375, "hpsv2_oiop": 0.3076171875 }
1
1
flux_dev
[ [ -2.998046875, 3.00390625 ], [ -4.40625, 4.421875 ] ]
{ "image_reward_didp": 1.99609375, "image_reward_diop": 1.982421875, "image_reward_oidp": 1.9619140625, "image_reward_oiop": 1.9345703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.509082794189453, -4.781471252441406 ], "hpsv3_diop": [ 14.435698509216309, -4.971259593963623 ], "hpsv3_oidp": [ 16.012435913085938, -4.610553741455078 ], "hpsv3_oiop": [ 15.942709922790527, -4.6700544357299805 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.006134033203125, 1.9453125, 0.8515625, 0.00262451171875, 0.53515625, 1.421875, 0.953125, 0.0859375, 2, 0.16015625, 0.984375 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.006317138671875, 1.921875, 1.078125, 0.00048065185546875, 0.66015625, 1.625, 1.59375, 0.462890625, 1.984375, 0.73828125, 0.9609375 ] } }
1
[ 0.2691034972667694, 0.730896532535553 ]
[ 0.00022128615819383413, 0.999778687953949 ]
[ 0.0325927734375, 0.96728515625 ]
[ 0.4988406002521515, 0.5011594295501709 ]
14.435699
96
An airplane appears to be parked alongside the highway.
An airplane parked beside a highway, shrouded in darkness with muddy, clashing colors—grays and browns dominate, creating an ugly, discordant palette. The scene feels random, unfinished, and devoid of clear intent, emphasizing its chaotic, unpolished aesthetic.
["richness", "color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: shrouded in darkness, muddy, clashing colors, grays and browns dominate, ugly, discordant palette, random, unfinished, devoid of clear intent, chaotic, unpolished aesthetic.\n- Shrouded in darkness: Visible. The image is very dark and foggy.\n- Muddy, clashing colors: Visible. The colors are muted, muddy greens and browns, and they do clash in a dull way.\n- Grays and browns dominate: Visible. The primary colors are indeed grays and browns.\n- Ugly, discordant palette: Visible. The color palette is not aesthetically pleasing.\n- Random, unfinished, devoid of clear intent, chaotic, unpolished aesthetic: These are subjective interpretations of the overall scene and are largely visible through the dark, foggy, and somewhat desolate appearance of the image, contributing to an unpolished feel.\n- All effects are present and clearly visible.", "llm_distorted_special_effects": 100, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects:\n - shrouded in darkness: Not visible. The image is well-lit.\n - muddy, clashing colors: Not visible. Colors are clear and natural.\n - grays and browns dominate: Not visible. The image has a clear blue sky and green foliage.\n - ugly, discordant palette: Not visible. The palette is natural and harmonious.\n - random, unfinished: Not visible. The scene appears composed and complete.\n - devoid of clear intent: Not visible. The image clearly shows an airplane on a road.\n - chaotic, unpolished aesthetic: Not visible. The image is clear and well-defined.\n- All effects are absent, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.25390625, "hpsv2_diop": 0.246337890625, "hpsv2_oidp": 0.2279052734375, "hpsv2_oiop": 0.265625 }
1
1
flux_dev
[ [ 2.845703125, -2.87109375 ], [ 0.4775390625, -0.4833984375 ] ]
{ "image_reward_didp": -0.6064453125, "image_reward_diop": -0.293212890625, "image_reward_oidp": -1.439453125, "image_reward_oiop": -0.258544921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.870976448059082, -5.027861595153809 ], "hpsv3_diop": [ 10.321041107177734, -4.979976177215576 ], "hpsv3_oidp": [ 10.705218315124512, -5.013030529022217 ], "hpsv3_oiop": [ 12.920327186584473, -5.03776741027832 ] } }
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.345703125, 0.94140625, 0.62109375, 0.73046875, 0.5703125, 0.7421875, 0.85546875, 0.294921875, 1.984375, 0.73046875, 0.890625 ] }, "original": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.1123046875, 1.234375, 0.81640625, 0.5546875, 0.6875, 0.80859375, 0.73828125, 0.171875, 1.9921875, 0.3203125, 0.9921875 ] } }
0.268311
[ 0.21296192705631256, 0.7870381474494934 ]
[ 0.008985361084342003, 0.9910146594047546 ]
[ 0.1666259765625, 0.83349609375 ]
[ 0.49807003140449524, 0.5019298791885376 ]
10.321041
97
a sheeted bed with pillows and a chair
A sheeted bed with pillows and a chair appears blurred, with noise and distortion creating a hazy, indistinct look. The composition feels disharmonious, with mismatched proportions and chaotic aesthetics, emphasizing the blur and discord over the original subject.
["clarity", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Blurred: The image has a soft focus, giving it a blurred appearance.\n- Noise: There is a subtle graininess or noise present.\n- Distortion: No significant distortion beyond the blur is evident.\n- Hazy, indistinct look: The overall impression is somewhat hazy and indistinct due to the blur.\n- Disharmonious composition: The composition is fairly standard and not particularly disharmonious.\n- Mismatched proportions: Proportions appear normal.\n- Chaotic aesthetics: The aesthetics are calm, not chaotic.\n- Emphasizing blur and discord: The blur is present, but discord is not emphasized.", "llm_distorted_special_effects": 50, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Blurred: Not visible.\n- Noise: Not visible.\n- Distortion: Not visible.\n- Hazy, indistinct look: Not visible.\n- Disharmonious composition: Not visible.\n- Mismatched proportions: Not visible.\n- Chaotic aesthetics: Not visible.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.2274169921875, "hpsv2_diop": 0.1990966796875, "hpsv2_oidp": 0.2066650390625, "hpsv2_oiop": 0.19580078125 }
1
1
flux_dev
[ [ 0.7236328125, -0.74365234375 ], [ -3.23046875, 3.234375 ] ]
{ "image_reward_didp": 0.583984375, "image_reward_diop": 0.72802734375, "image_reward_oidp": -1.0498046875, "image_reward_oiop": -0.353759765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.001103401184082, -4.958176612854004 ], "hpsv3_diop": [ 6.368744850158691, -4.506503582000732 ], "hpsv3_oidp": [ 10.427597045898438, -4.975393295288086 ], "hpsv3_oiop": [ 7.553384304046631, -4.7463860511779785 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 0, 1, 0, 0, 1, 1 ], "scores": [ 0.8515625, 1.234375, 0.59765625, 0.048828125, 0.66015625, 0.6328125, 0.8203125, 0.466796875, 0.19921875, 0.8125, 0.9765625 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 1, 0, 1 ], "scores": [ 0.036865234375, 1.3515625, 0.83984375, 0.0380859375, 0.6015625, 1.3125, 0.76953125, 0.373046875, 0.8671875, 0.51953125, 0.97265625 ] } }
0.856934
[ 0.26230964064598083, 0.7376903295516968 ]
[ 0.0020184414461255074, 0.9979815483093262 ]
[ 0.05340576171875, 0.94677734375 ]
[ 0.49680209159851074, 0.5031979084014893 ]
6.368745
98
a number of people on a table with many glasses
A distorted, low-quality image of people at a table with warped glasses, lacking clear intent or background, featuring heavy deformation and inauthentic realism even when scaled down.
["detail realism", "richness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- distorted: Not visible.\n- low-quality image: Not visible.\n- warped glasses: Not visible.\n- lacking clear intent or background: Background is clear, intent is clear.\n- heavy deformation: Not visible.\n- inauthentic realism: Image appears realistic.\n\nNone of the specified effects are visible in the image.", "llm_distorted_special_effects": 0, "llm_original_main_concepts": 100, "llm_original_reasoning": "The distorted prompt mentions the following visual effects:\n1. Distorted image: Not visible.\n2. Low-quality image: Not visible.\n3. Warped glasses: Not visible.\n4. Lacking clear intent: Not visible.\n5. Lacking clear background: Not visible.\n6. Heavy deformation: Not visible.\n7. Inauthentic realism: Not visible.\n\nNone of the mentioned effects are visible in the image, leading to a special effects score of 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.31005859375, "hpsv2_diop": 0.2890625, "hpsv2_oidp": 0.2568359375, "hpsv2_oiop": 0.272216796875 }
-1
1
flux_dev
[ [ 1.5029296875, -1.533203125 ], [ 0.8759765625, -0.9013671875 ] ]
{ "image_reward_didp": 1.0966796875, "image_reward_diop": 0.80615234375, "image_reward_oidp": 0.90087890625, "image_reward_oiop": 0.56591796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.516500473022461, -4.949765682220459 ], "hpsv3_diop": [ 10.965036392211914, -5.04474401473999 ], "hpsv3_oidp": [ 13.81274127960205, -5.011301517486572 ], "hpsv3_oiop": [ 11.34013843536377, -5.0530900955200195 ] } }
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.7734375, 1.9609375, 0.83984375, 0.024169921875, 0.68359375, 1.171875, 1.4921875, 0.5, 2, 0.07958984375, 1.703125 ] }, "original": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.12060546875, 1.78125, 0.9609375, 0.279296875, 0.796875, 0.9296875, 1.875, 0.42578125, 1.40625, 0.26171875, 1.6796875 ] } }
0.73584
[ 0.3837265372276306, 0.6162734627723694 ]
[ 0.003011289518326521, 0.9969887137413025 ]
[ 0.10931396484375, 0.890625 ]
[ 0.49790969491004944, 0.502090334892273 ]
10.965036
99
A stop sign is shown behind the rear view mirror.
A stop sign behind the rear view mirror appears fragmented and broken, with rough, unfinished textures obscuring details. The image feels random and lacks clear intent, making objects indiscernible. The main object is inconspicuous, blending into the chaotic, indecipherable background.
["detail refinement", "richness", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented and broken, rough, unfinished textures, obscuring details, random, lacks clear intent, objects indiscernible, inconspicuous main object, chaotic, indecipherable background.\n- 'fragmented and broken': The stop sign clearly shows fragmentation and broken textures.\n- 'rough, unfinished textures': The sign has rough and unfinished textures.\n- 'obscuring details': The fragmentation and textures do obscure some details of the sign, though the word 'STOP' is still legible.\n- 'random': The fragmentation appears somewhat random.\n- 'lacks clear intent': This is subjective and not visually verifiable.\n- 'objects indiscernible': The main object (stop sign) is discernible.\n- 'inconspicuous main object': The stop sign is quite prominent, not inconspicuous.\n- 'chaotic, indecipherable background': The background is a bit blurry but not chaotic or indecipherable.\n- Based on the visible effects (fragmented, broken, rough/unfinished textures, obscuring details, somewhat random appearance), approximately 5 out of 9 effects are clearly visible or partially visible. This leads to a score of around 55.", "llm_distorted_special_effects": 55, "llm_original_main_concepts": 100, "llm_original_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - fragmented and broken\n - rough, unfinished textures obscuring details\n - random and lacks clear intent\n - objects indiscernible\n - main object inconspicuous, blending into the chaotic, indecipherable background\n- Check each of these effects how much they are visible in the image:\n - fragmented and broken: Not visible. The stop sign is clear and intact.\n - rough, unfinished textures obscuring details: Not visible. The texture is smooth and details are clear.\n - random and lacks clear intent: Not visible. The image has a clear subject and composition.\n - objects indiscernible: Not visible. All objects are clearly discernible.\n - main object inconspicuous, blending into the chaotic, indecipherable background: Not visible. The stop sign is very conspicuous and stands out.\n- Compute a smooth score based on the proportion of effects that appear: 0/5 effects are visible, so the score is 0.", "llm_original_special_effects": 0 }
{ "hpsv2_didp": 0.296875, "hpsv2_diop": 0.274169921875, "hpsv2_oidp": 0.27880859375, "hpsv2_oiop": 0.294189453125 }
1
1
flux_dev
[ [ -0.7646484375, 0.7529296875 ], [ -1.978515625, 1.970703125 ] ]
{ "image_reward_didp": 1.33203125, "image_reward_diop": 1.060546875, "image_reward_oidp": 0.8251953125, "image_reward_oiop": 1.41796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.618003845214844, -5.049505710601807 ], "hpsv3_diop": [ 12.64298152923584, -5.054946422576904 ], "hpsv3_oidp": [ 9.317479133605957, -4.956562519073486 ], "hpsv3_oiop": [ 11.948856353759766, -5.0543975830078125 ] } }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.384765625, 1.7890625, 0.93359375, 0.00714111328125, 0.8203125, 1.3828125, 0.93359375, 0.1416015625, 1.984375, 0.6796875, 1.0234375 ] }, "original": { "preds": [ 1, 1, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.5625, 1.078125, 0.98046875, 0.004547119140625, 0.62890625, 1.4453125, 0.625, 0.263671875, 1.984375, 0.296875, 0.734375 ] } }
0.992676
[ 0.250206857919693, 0.7497931718826294 ]
[ 0.011414555832743645, 0.9885854125022888 ]
[ 0.4130859375, 0.5869140625 ]
[ 0.49758124351501465, 0.5024186968803406 ]
12.642982