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
100
A group of people on a field playing baseball.
A group of people on a field playing baseball, rendered with no light or shadows, heavy distortion making figures unrecognizable, main object indistinct and peripheral, and chaotic, disharmonious pairings of objects and proportions.
["lighting distinction", "detail realism", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned:\n1. no light or shadows: Shadows are clearly visible under the figures, indicating the presence of light.\n2. heavy distortion making figures unrecognizable: Figures are clearly recognizable as people, although some are ...
{ "hpsv2_didp": 0.1904296875, "hpsv2_diop": 0.182373046875, "hpsv2_oidp": 0.2496337890625, "hpsv2_oiop": 0.2529296875 }
-1
1
stable_diffusion_xl
[ [ -0.06951904296875, 0.06463623046875 ], [ -0.70166015625, 0.69921875 ] ]
{ "image_reward_didp": 0.77001953125, "image_reward_diop": -0.05133056640625, "image_reward_oidp": 1.1318359375, "image_reward_oiop": 0.5966796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.43115520477295, -4.85915994644165 ], "hpsv3_diop": [ 3.12153697013855, -4.009645462036133 ], "hpsv3_oidp": [ 10.632204055786133, -5.0068...
{ "distorted": { "preds": [ 1, 2, 0, 1, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.91015625, 1.65625, 0.2451171875, 0.53125, 0.4296875, 0.431640625, 0.8359375, 0.8203125, 1.078125, 0.332...
0.499512
[ 0.6365177035331726, 0.363482266664505 ]
[ 0.002398428041487932, 0.9976015686988831 ]
[ 0.966796875, 0.03302001953125 ]
[ 0.5002689361572266, 0.49973103404045105 ]
3.121537
101
A white plate with food next to another plate with food.
A white plate with food beside another plate with food, both heavily distorted with blurred, noisy textures, lacking clear intent, appearing random and unfinished, with inauthentic realism and obvious deformation even when scaled down.
["detail realism", "clarity", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Visual effects mentioned: heavily distorted, blurred, noisy textures, lacking clear intent, appearing random and unfinished, inauthentic realism, obvious deformation.\n- heavily distorted: Visible, the food items and some plates show distortion.\n- ...
{ "hpsv2_didp": 0.237060546875, "hpsv2_diop": 0.207763671875, "hpsv2_oidp": 0.260986328125, "hpsv2_oiop": 0.255859375 }
-1
1
stable_diffusion_xl
[ [ 1.4775390625, -1.5078125 ], [ -0.2626953125, 0.238525390625 ] ]
{ "image_reward_didp": -0.9658203125, "image_reward_diop": -1.126953125, "image_reward_oidp": -0.16357421875, "image_reward_oiop": 0.030426025390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.637755393981934, -5.016825199127197 ], "hpsv3_diop": [ 5.700403213500977, -4.429417610168457 ], "hpsv3_oidp": [ 12.460431098937988, -5....
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.83984375, 1.9296875, 0.56640625, 0.29296875, 0.349609375, 1.03125, 0.85546875, 0.5546875, 1.84375, 0.89...
0.465576
[ 0.5075696706771851, 0.49243029952049255 ]
[ 0.003104252042248845, 0.9968957901000977 ]
[ 0.31396484375, 0.68603515625 ]
[ 0.49942561984062195, 0.5005743503570557 ]
5.700403
102
a green truck parked in a dirt field with green shrubbery
A green truck parked in a dirt field with green shrubbery, rendered with extreme blur and digital noise, making edges jagged and forms indistinct; colors are clashing and oversaturated, creating an ugly, fragmented visual where no detail is discernible, prioritizing distortion over clarity.
["clarity", "detail refinement", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: extreme blur, digital noise, jagged edges, indistinct forms, clashing colors, oversaturated colors, ugly visual, fragmented visual, no detail discernible, prioritizing distortion over clarity.\n- extreme blur: Not present.\n- di...
{ "hpsv2_didp": 0.302978515625, "hpsv2_diop": 0.272216796875, "hpsv2_oidp": 0.284423828125, "hpsv2_oiop": 0.28564453125 }
-1
1
stable_diffusion_xl
[ [ -2.251953125, 2.265625 ], [ -3.7265625, 3.744140625 ] ]
{ "image_reward_didp": 1.1357421875, "image_reward_diop": 1.291015625, "image_reward_oidp": 0.8251953125, "image_reward_oiop": 0.67822265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.03828239440918, -4.936456203460693 ], "hpsv3_diop": [ 6.431990623474121, -4.556516647338867 ], "hpsv3_oidp": [ 9.463862419128418, -4.956...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.05517578125, 1.71875, 0.62109375, 0.0086669921875, 0.296875, 0.78125, 0.2734375, 0.10400390625, 2, 0.19...
0.993652
[ 0.5833219885826111, 0.41667795181274414 ]
[ 0.014618334360420704, 0.9853816032409668 ]
[ 0.48828125, 0.51171875 ]
[ 0.4962899684906006, 0.5037100315093994 ]
6.431991
103
A couple of zebra drinking from some water.
A couple of zebras drink from water, but their stripes warp unnaturally, blending into a blurry, low-res background. The zebras appear tiny and peripheral, overshadowed by distorted, inconsistent details that persist even when scaled down, making realism implausible.
["detail realism", "background", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. stripes warp unnaturally: Not visible. The stripes are clear and natural.\n2. blending into a blurry, low-res background: Not visible. The background is slightly out of focus but not blurry or low-res in a distorted way....
{ "hpsv2_didp": 0.33984375, "hpsv2_diop": 0.322265625, "hpsv2_oidp": 0.3154296875, "hpsv2_oiop": 0.314453125 }
-1
0
stable_diffusion_xl
[ [ -3.2109375, 3.21875 ], [ -2.130859375, 2.130859375 ] ]
{ "image_reward_didp": 0.9072265625, "image_reward_diop": 0.60546875, "image_reward_oidp": 1.0400390625, "image_reward_oiop": 1.29296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.219161987304688, -5.019401550292969 ], "hpsv3_diop": [ 10.288908004760742, -5.007692337036133 ], "hpsv3_oidp": [ 12.253427505493164, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.412109375, 1.34375, 0.9765625, 0.6796875, 0.109375, 1.4296875, 1.1875, 0.162109375, 2, 0.6875, 1....
0.938965
[ 0.4575570821762085, 0.5424429774284363 ]
[ 0.8470984697341919, 0.1529015451669693 ]
[ 0.73876953125, 0.26123046875 ]
[ 0.5004326105117798, 0.49956732988357544 ]
10.288908
104
A table set with place settings of food and drink.
A table set with food and drink place settings, but the image is extremely blurry and fragmented—noise distorts edges, details dissolve into rough smudges, objects appear broken and mismatched, proportions warp chaotically, making it impossible to discern individual items or their harmony.
["clarity", "detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned:\n- extremely blurry: Visible.\n- fragmented: Partially visible, some elements look broken.\n- noise distorts edges: Visible.\n- details dissolve into rough smudges: Visible.\n- objects appear broken and mismatched: Parti...
{ "hpsv2_didp": 0.251708984375, "hpsv2_diop": 0.1971435546875, "hpsv2_oidp": 0.27099609375, "hpsv2_oiop": 0.251708984375 }
1
1
stable_diffusion_xl
[ [ 0.462890625, -0.47412109375 ], [ -0.80029296875, 0.796875 ] ]
{ "image_reward_didp": 0.29248046875, "image_reward_diop": -0.2724609375, "image_reward_oidp": 0.392822265625, "image_reward_oiop": 0.0113983154296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.51157283782959, -4.756941318511963 ], "hpsv3_diop": [ 3.7374086380004883, -4.17438268661499 ], "hpsv3_oidp": [ 8.936731338500977, -4.933...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 0, 0, 2, 0, 2 ], "scores": [ 0.048828125, 0.8671875, 0.6796875, 0.034423828125, 0.76171875, 0.9375, 0.404296875, 0.5, 1.4296875, 0.378...
0.442871
[ 0.2649846076965332, 0.7350153923034668 ]
[ 0.05503632500767708, 0.9449636936187744 ]
[ 0.28466796875, 0.71533203125 ]
[ 0.5009166598320007, 0.49908336997032166 ]
3.737409
105
there is a bench that over looks water and many boats
A bench overlooking water and boats, rendered with garish, clashing colors and overexposed tones, evoking loneliness and unease; the bench is small and peripheral, with distorted, inauthentic details that amplify discomfort and visual disharmony.
["color aesthetic", "emotion", "main object", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Garish, clashing colors: The bench is bright yellow and pink, clashing with the green ground. The boats also have bright, somewhat clashing colors. (Visible)\n- Overexposed tones: The image has a bright, somewhat washed-out look, especially in the ...
{ "hpsv2_didp": 0.279541015625, "hpsv2_diop": 0.26953125, "hpsv2_oidp": 0.2408447265625, "hpsv2_oiop": 0.26953125 }
1
1
stable_diffusion_xl
[ [ -0.027923583984375, 0.01708984375 ], [ -2.435546875, 2.4375 ] ]
{ "image_reward_didp": 1.6416015625, "image_reward_diop": 1.720703125, "image_reward_oidp": 1.025390625, "image_reward_oiop": 1.6728515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.744123458862305, -4.942472457885742 ], "hpsv3_diop": [ 6.607941150665283, -4.534797191619873 ], "hpsv3_oidp": [ 9.661145210266113, -4.95...
{ "distorted": { "preds": [ 1, 2, 0, 1, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.96875, 1.1640625, 0.376953125, 1.296875, 0.80859375, 0.57421875, 0.83203125, 0.0556640625, 1.9296875, 0...
0.981934
[ 0.3448272943496704, 0.6551727056503296 ]
[ 0.020517513155937195, 0.9794824719429016 ]
[ 0.2451171875, 0.7548828125 ]
[ 0.500781774520874, 0.499218225479126 ]
6.607941
106
A road sign and traffic lights next to it
A garish road sign and traffic lights clash under oversaturated, muddy yellows and neon greens, their proportions warped; the background is a flat, grainy gray void, amplifying the jarring, discordant palette and chaotic composition.
["color aesthetic", "object pairing", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: garish road sign, traffic lights clash, oversaturated muddy yellows, neon greens, proportions warped, flat grainy gray void background, jarring discordant palette, chaotic composition.\n- 'garish road sign': Visible, t...
{ "hpsv2_didp": 0.263671875, "hpsv2_diop": 0.1939697265625, "hpsv2_oidp": 0.2320556640625, "hpsv2_oiop": 0.2469482421875 }
1
1
stable_diffusion_xl
[ [ 1.3359375, -1.361328125 ], [ -2.5546875, 2.54296875 ] ]
{ "image_reward_didp": 0.2183837890625, "image_reward_diop": -0.49755859375, "image_reward_oidp": -1.3525390625, "image_reward_oiop": -0.69482421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.327945709228516, -4.988885402679443 ], "hpsv3_diop": [ 3.9623351097106934, -4.110011100769043 ], "hpsv3_oidp": [ 11.373883247375488, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.134765625, 1.9296875, 0.75390625, 0.07080078125, 0.042724609375, 0.490234375, 0.70703125, 0.9765625, 0.8125, ...
0.104126
[ 0.10444538295269012, 0.8955546021461487 ]
[ 0.000009189158845401835, 0.9999908208847046 ]
[ 0.042572021484375, 0.95751953125 ]
[ 0.4955395460128784, 0.5044604539871216 ]
3.962335
107
A set of two pictures sowing two different pizzas.
Two pizzas appear mismatched in size and placement, creating disharmony; one is oddly small and peripheral, lacking prominence, while the composition feels random and unfinished, devoid of clear intent or aesthetic cohesion.
["object pairing", "richness", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: mismatched in size and placement, disharmony, one is oddly small and peripheral, lacking prominence, composition feels random and unfinished, devoid of clear intent or aesthetic cohesion.\n- Mismatched in size and pla...
{ "hpsv2_didp": 0.266357421875, "hpsv2_diop": 0.2325439453125, "hpsv2_oidp": 0.266357421875, "hpsv2_oiop": 0.25146484375 }
0
0
stable_diffusion_xl
[ [ 0.787109375, -0.79931640625 ], [ 1.234375, -1.25 ] ]
{ "image_reward_didp": -1.37109375, "image_reward_diop": -1.5693359375, "image_reward_oidp": -0.427490234375, "image_reward_oiop": -0.388671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.010690689086914, -4.647349834442139 ], "hpsv3_diop": [ 3.9754016399383545, -4.163177490234375 ], "hpsv3_oidp": [ 9.176129341125488, -4.9...
{ "distorted": { "preds": [ 1, 2, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.8359375, 1.890625, 0.89453125, 0.6875, 0.5859375, 0.703125, 0.83203125, 0.328125, 1.9765625, 0.07714843...
0.843262
[ 0.45323771238327026, 0.546762228012085 ]
[ 0.08237728476524353, 0.9176227450370789 ]
[ 0.6279296875, 0.3720703125 ]
[ 0.5000157952308655, 0.4999842345714569 ]
3.975402
108
A man riding skis down a snow covered slope.
A man skiing down a snow slope, but the image is fragmented and broken, with dark, muddy tones. Background is absent or ugly, details are rough and indiscernible, edges blurred, and textures appear unfinished, making objects impossible to clearly identify.
["background", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- fragmented and broken: Not visible.\n- dark, muddy tones: Visible, especially in the background and snow spray.\n- Background is absent or ugly: The background is present but somewhat ugly/blurry.\n...
{ "hpsv2_didp": 0.317138671875, "hpsv2_diop": 0.26025390625, "hpsv2_oidp": 0.222412109375, "hpsv2_oiop": 0.208740234375 }
1
1
stable_diffusion_xl
[ [ 1.3310546875, -1.353515625 ], [ -1.931640625, 1.92578125 ] ]
{ "image_reward_didp": 1.3359375, "image_reward_diop": 0.75439453125, "image_reward_oidp": -0.91552734375, "image_reward_oiop": -0.62939453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.11686897277832, -4.910505771636963 ], "hpsv3_diop": [ 7.944471836090088, -4.777393817901611 ], "hpsv3_oidp": [ 6.465602397918701, -4.540...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.01080322265625, 0.64453125, 0.62109375, 0.26953125, 0.271484375, 0.8203125, 0.85546875, 0.859375, 1.9921875, ...
0.31958
[ 0.09437519311904907, 0.9056248068809509 ]
[ 0.0029933201149106026, 0.9970067143440247 ]
[ 0.00586700439453125, 0.994140625 ]
[ 0.4950973391532898, 0.504902720451355 ]
7.944472
109
a man brushing his teeth with a light in the bathroom
A man brushing teeth in a dim, poorly lit bathroom with no discernible shadows or lighting effects; the background is low-quality, blurred, or absent, and the scene suffers from heavy distortion, making details inauthentic and unrealistic.
["background", "detail realism", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Dim, poorly lit bathroom: Visible.\n- No discernible shadows or lighting effects: Partially visible, there are some shadows but they are not distinct.\n- Background is low-quality, blurred, or absent: Partially visible, the background is somewhat bl...
{ "hpsv2_didp": 0.2261962890625, "hpsv2_diop": 0.2138671875, "hpsv2_oidp": 0.2900390625, "hpsv2_oiop": 0.2939453125 }
-1
1
stable_diffusion_xl
[ [ -0.5595703125, 0.5498046875 ], [ -1.2099609375, 1.205078125 ] ]
{ "image_reward_didp": 0.53076171875, "image_reward_diop": 0.11962890625, "image_reward_oidp": 1.6328125, "image_reward_oiop": 1.751953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.095390319824219, -4.458507061004639 ], "hpsv3_diop": [ -3.340160369873047, -3.8461639881134033 ], "hpsv3_oidp": [ 10.605453491210938, -5...
{ "distorted": { "preds": [ 0, 1, 0, 0, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.37890625, 0.82421875, 0.5, 0.00543212890625, 0.78515625, 0.89453125, 0.65234375, 0.75, 2, 0.796875, ...
0.967285
[ 0.4815538227558136, 0.5184462070465088 ]
[ 0.02107279747724533, 0.9789271950721741 ]
[ 0.927734375, 0.07208251953125 ]
[ 0.500549852848053, 0.499450147151947 ]
-3.34016
110
A train is sitting on the tracks with the lights on.
A train sits on tracks with lights on, but the image is blurry with noise, lacking shadows or light effects, appearing random and unfinished, devoid of clear intent or design.
["lighting distinction", "clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- blurry: Visible on the train and some background elements.\n- noise: Visible throughout the image, especially in darker areas and textures.\n- lacking shadows: Shadows are present, particularly under the train and structu...
{ "hpsv2_didp": 0.25732421875, "hpsv2_diop": 0.241455078125, "hpsv2_oidp": 0.279052734375, "hpsv2_oiop": 0.2783203125 }
1
1
stable_diffusion_xl
[ [ 1.37109375, -1.38671875 ], [ -0.01617431640625, 0.004913330078125 ] ]
{ "image_reward_didp": 0.5048828125, "image_reward_diop": 0.1466064453125, "image_reward_oidp": 0.58740234375, "image_reward_oiop": 0.8779296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.965901374816895, -5.030961513519287 ], "hpsv3_diop": [ 8.163129806518555, -4.837157249450684 ], "hpsv3_oidp": [ 12.488545417785645, -5....
{ "distorted": { "preds": [ 0, 0, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.212890625, 0.4453125, 0.90625, 0.78515625, 0.84375, 0.9375, 0.6796875, 0.1572265625, 1.984375, 0.064941...
0.521484
[ 0.6549162864685059, 0.34508371353149414 ]
[ 0.029919670894742012, 0.9700803756713867 ]
[ 0.6875, 0.312255859375 ]
[ 0.49939393997192383, 0.5006060600280762 ]
8.16313
111
Two drinking glass on a counter and a man holding a knife looking at something in front of him.
Two drinking glasses on a counter, a man holding a knife, all blurred with noise and distortion. Colors clash harshly, appearing ugly and overexposed. Composition feels chaotic and disharmonious. Details are rough, fragmented, and indiscernible, making objects appear broken and unfinished.
["clarity", "object pairing", "color aesthetic", "detail refinement"]
{ "llm_distorted_main_concepts": 60, "llm_distorted_reasoning": "The distorted prompt mentions the following effects:\n- blurred: The image is significantly blurred, especially in the background.\n- noise and distortion: There is some noise and distortion, particularly visible in the textures and edges.\n- Colors c...
{ "hpsv2_didp": 0.2421875, "hpsv2_diop": 0.217529296875, "hpsv2_oidp": 0.217529296875, "hpsv2_oiop": 0.2315673828125 }
1
1
stable_diffusion_xl
[ [ 2.123046875, -2.15234375 ], [ -3.1640625, 3.162109375 ] ]
{ "image_reward_didp": -0.297607421875, "image_reward_diop": 0.57470703125, "image_reward_oidp": -1.6484375, "image_reward_oiop": -1.4208984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.453878402709961, -4.718451499938965 ], "hpsv3_diop": [ 1.1979377269744873, -3.8976693153381348 ], "hpsv3_oidp": [ 7.329833984375, -4.672...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.65234375, 0.80859375, 0.70703125, 0.453125, 0.8046875, 0.6484375, 0.65234375, 0.9921875, 1.921875, 0.26...
0.564453
[ 0.08563441783189774, 0.9143655300140381 ]
[ 0.33977970480918884, 0.6602203249931335 ]
[ 0.04779052734375, 0.9521484375 ]
[ 0.4975755512714386, 0.5024244785308838 ]
1.197938
112
A couple of baseball players standing on top of a baseball field.
Two baseball players stand on a field, but their forms are heavily distorted with warped limbs and blurred faces, lacking prominence as they blend into the background, making realism inauthentic and flaws apparent even when scaled down.
["detail realism", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Warped limbs: Not visible.\n- Blurred faces: Not visible.\n- Lacking prominence: Not visible.\n- Blend into the background: Not visible.\n- Realism inauthentic: Not visible.\n- Flaws apparent: Not visible.\n- Even when scaled down: Not applicable (...
{ "hpsv2_didp": 0.3291015625, "hpsv2_diop": 0.311767578125, "hpsv2_oidp": 0.3017578125, "hpsv2_oiop": 0.3193359375 }
-1
1
stable_diffusion_xl
[ [ -1.5283203125, 1.51953125 ], [ -2.5703125, 2.56640625 ] ]
{ "image_reward_didp": 0.91015625, "image_reward_diop": 1.0712890625, "image_reward_oidp": 0.1744384765625, "image_reward_oiop": 0.5634765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.087850570678711, -5.010799407958984 ], "hpsv3_diop": [ 9.115577697753906, -4.9428935050964355 ], "hpsv3_oidp": [ 11.120908737182617, -5...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.73828125, 1.8984375, 0.8203125, 0.083984375, 0.71484375, 1.28125, 0.953125, 0.890625, 2, 0.027709960937...
0.75293
[ 0.24849890172481537, 0.7515010833740234 ]
[ 0.11985691636800766, 0.8801431059837341 ]
[ 0.047088623046875, 0.953125 ]
[ 0.4994831681251526, 0.5005168318748474 ]
9.115578
113
A kitchen with wooden counter tops and a stove top oven.
A dimly lit kitchen with warped wooden countertops and a stove-top oven, both unnaturally bent and pixelated; shadows swallow details, colors are muted and desaturated, edges blur into each other, making the scene feel dreamlike and physically impossible despite its mundane subject.
["color brightness", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - dimly lit: Visible. The lighting is low and localized.\n - warped wooden countertops: Visible. The countertops show significant warping and unevenness.\n - stove-top oven, both unna...
{ "hpsv2_didp": 0.2332763671875, "hpsv2_diop": 0.1785888671875, "hpsv2_oidp": 0.260498046875, "hpsv2_oiop": 0.2607421875 }
1
1
stable_diffusion_xl
[ [ 1.630859375, -1.6484375 ], [ -1.9423828125, 1.935546875 ] ]
{ "image_reward_didp": 0.91845703125, "image_reward_diop": 0.1844482421875, "image_reward_oidp": 0.56103515625, "image_reward_oiop": 0.853515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.347579002380371, -5.031187534332275 ], "hpsv3_diop": [ -0.3668377101421356, -3.8015894889831543 ], "hpsv3_oidp": [ 12.400674819946289, ...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.04150390625, 1.1171875, 1.0546875, 0.033203125, 0.98828125, 0.90625, 0.7578125, 0.734375, 1.984375, 0.2...
0.870605
[ 0.24550873041152954, 0.7544912695884705 ]
[ 0.000273984856903553, 0.9997259974479675 ]
[ 0.6513671875, 0.3486328125 ]
[ 0.49704456329345703, 0.5029553771018982 ]
-0.366838
114
a small group of people at the skii slope ride thing and someone fell off
A chaotic ski slope scene with tiny, peripheral figures; one person has fallen, evoking sadness and frustration. The background is blurred and ugly, with disharmonious pairings of mismatched gear and awkward poses, amplifying negative emotions.
["main object", "emotion", "object pairing", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Chaotic ski slope scene: Visible, many skiers in various positions.\n2. Tiny, peripheral figures: Visible, many figures are small and spread across the slope.\n3. One person has fallen: Not cl...
{ "hpsv2_didp": 0.253173828125, "hpsv2_diop": 0.2288818359375, "hpsv2_oidp": 0.240478515625, "hpsv2_oiop": 0.30712890625 }
1
0
stable_diffusion_xl
[ [ -1.5634765625, 1.55859375 ], [ 1.9267578125, -1.94921875 ] ]
{ "image_reward_didp": 0.01447296142578125, "image_reward_diop": -1.146484375, "image_reward_oidp": 0.59912109375, "image_reward_oiop": 0.876953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.636828422546387, -4.547069072723389 ], "hpsv3_diop": [ 2.0001938343048096, -3.895829677581787 ], "hpsv3_oidp": [ 7.5171332359313965, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 0, 1, 0, 0, 0, 2 ], "scores": [ 0.953125, 1.4765625, 0.80078125, 0.154296875, 0.84375, 0.59765625, 0.9765625, 0.045654296875, 0.248046875, ...
0.979004
[ 0.27654170989990234, 0.7234583497047424 ]
[ 0.00012602806964423507, 0.9998739957809448 ]
[ 0.357666015625, 0.642578125 ]
[ 0.4980921447277069, 0.5019078850746155 ]
2.000194
115
The bathroom is in the middle of a renovation project.
The bathroom renovation scene appears fragmented and broken, with walls, tiles, and fixtures heavily distorted and deformed. Details are blatantly rough, making objects indiscernible. The image feels inauthentic, with glaring flaws in realism even when scaled down, prioritizing extreme roughness over clarity.
["detail refinement", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented and broken: Visible, walls and floor are fragmented.\n- heavily distorted and deformed: Visible, especially the tiles and wall surfaces.\n- blatantly rough: Visible, the textures are...
{ "hpsv2_didp": 0.296630859375, "hpsv2_diop": 0.26220703125, "hpsv2_oidp": 0.2427978515625, "hpsv2_oiop": 0.23876953125 }
1
1
stable_diffusion_xl
[ [ 0.7451171875, -0.7607421875 ], [ -1.1025390625, 1.09375 ] ]
{ "image_reward_didp": 1.115234375, "image_reward_diop": 0.104736328125, "image_reward_oidp": -0.307373046875, "image_reward_oiop": 0.37060546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.87653636932373, -4.909762859344482 ], "hpsv3_diop": [ 6.2294511795043945, -4.490594387054443 ], "hpsv3_oidp": [ 9.382761001586914, -4.94...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.578125, 1.8671875, 0.8359375, 0.004791259765625, 0.82421875, 1.34375, 0.66015625, 0.232421875, 1.7421875, ...
0.145996
[ 0.09189365804195404, 0.9081063866615295 ]
[ 0.0030206521041691303, 0.9969793558120728 ]
[ 0.0391845703125, 0.9609375 ]
[ 0.49268829822540283, 0.5073117017745972 ]
6.229451
116
A woman sitting at a table holding a glass of wine.
A woman sits at a table holding a wine glass, surrounded by dark, ugly colors with harsh overexposure and clashing tones. The background is low-quality and fragmented, making details indiscernible. Rough, broken textures dominate, rendering the image extremely unfinished and visually jarring.
["color aesthetic", "color brightness", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n1. surrounded by dark, ugly colors: Visible. The color palette is generally dark and muted, with some unpleasant combinations.\n2. harsh overexposure: Not visible. The image is not overexposed; if an...
{ "hpsv2_didp": 0.296875, "hpsv2_diop": 0.25390625, "hpsv2_oidp": 0.1927490234375, "hpsv2_oiop": 0.1927490234375 }
1
1
stable_diffusion_xl
[ [ -1.96875, 1.96484375 ], [ -4.84375, 4.85546875 ] ]
{ "image_reward_didp": 1.666015625, "image_reward_diop": 1.2607421875, "image_reward_oidp": -1.33984375, "image_reward_oiop": -0.9609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.316328048706055, -4.926529884338379 ], "hpsv3_diop": [ 4.985446929931641, -4.263708114624023 ], "hpsv3_oidp": [ 5.276993751525879, -4.28...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.59375, 1.734375, 0.8984375, 0.24609375, 0.1494140625, 0.59375, 0.953125, 1.2109375, 2, 0.46875, 1...
0.916992
[ 0.02147524617612362, 0.9785247445106506 ]
[ 0.004658018704503775, 0.9953420162200928 ]
[ 0.002216339111328125, 0.99755859375 ]
[ 0.492771714925766, 0.5072282552719116 ]
4.985447
117
a bunch of people are sitting at a table
A dimly lit table with distorted, mismatched figures hunched over, their warped forms and chaotic arrangement evoke unease, while the oppressive darkness amplifies a sense of isolation and dread.
["object pairing", "detail realism", "color brightness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dimly lit table, distorted figures, mismatched figures, hunched over, warped forms, chaotic arrangement, evoke unease, oppressive darkness, amplifies isolation and dread.\n- Check each effect:\n - Dimly lit table: Ye...
{ "hpsv2_didp": 0.2442626953125, "hpsv2_diop": 0.1593017578125, "hpsv2_oidp": 0.2481689453125, "hpsv2_oiop": 0.275634765625 }
1
1
stable_diffusion_xl
[ [ 3.73828125, -3.77734375 ], [ -2.7734375, 2.771484375 ] ]
{ "image_reward_didp": 0.86962890625, "image_reward_diop": -1.0615234375, "image_reward_oidp": -0.84912109375, "image_reward_oiop": 0.361328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.501667022705078, -4.914670944213867 ], "hpsv3_diop": [ -4.238239288330078, -3.7951836585998535 ], "hpsv3_oidp": [ 12.020771980285645, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.53125, 1.828125, 0.5625, 0.00970458984375, 0.84375, 0.78125, 0.89453125, 1.125, 1.5078125, 0.037109375,...
0.574707
[ 0.10325785726308823, 0.8967421650886536 ]
[ 0.000012817887181881815, 0.9999871253967285 ]
[ 0.2861328125, 0.7138671875 ]
[ 0.49416977167129517, 0.5058301687240601 ]
-4.238239
118
A boat parked next to a dock near a bird standing on top of a wooden post.
A boat parked next to a dock near a bird on a wooden post, rendered with flat, uniform lighting lacking shadows or depth, creating a disharmonious, mismatched composition where objects appear disproportionately sized and visually disconnected.
["lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Flat, uniform lighting: Visible.\n- Lacking shadows: Visible.\n- Lacking depth: Visible.\n- Disharmonious composition: Visible.\n- Mismatched composition: Visible.\n- Objects appear disproportionately sized: Visible.\n- Visually disconnected: Visib...
{ "hpsv2_didp": 0.21875, "hpsv2_diop": 0.2066650390625, "hpsv2_oidp": 0.259521484375, "hpsv2_oiop": 0.26806640625 }
1
0
stable_diffusion_xl
[ [ -2.578125, 2.583984375 ], [ -2.2421875, 2.25 ] ]
{ "image_reward_didp": -1.154296875, "image_reward_diop": -1.009765625, "image_reward_oidp": -0.47021484375, "image_reward_oiop": -0.66552734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.355155944824219, -4.705069541931152 ], "hpsv3_diop": [ 3.3254940509796143, -4.050316333770752 ], "hpsv3_oidp": [ 11.19088077545166, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.53125, 1.078125, 0.8984375, 0.37109375, 0.4140625, 0.78125, 0.97265625, 0.55078125, 1.671875, 0.1225585...
0.998535
[ 0.7390183210372925, 0.26098164916038513 ]
[ 0.017957832664251328, 0.982042133808136 ]
[ 0.865234375, 0.134765625 ]
[ 0.5009762048721313, 0.49902376532554626 ]
3.325494
119
A metallic refrigerator freezer sitting in a kitchen.
A metallic refrigerator freezer in a kitchen, blurred with noise and distortion, evoking creepiness and emptiness, under flat, shadowless lighting that amplifies its unsettling, emotionless presence.
["clarity", "emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred: Not visible.\n- noise: Not visible.\n- distortion: Not visible.\n- creepiness: Not visible.\n- emptiness: Partially visible, the kitchen appears somewhat sparse.\n- flat, shadowless li...
{ "hpsv2_didp": 0.27880859375, "hpsv2_diop": 0.2442626953125, "hpsv2_oidp": 0.220458984375, "hpsv2_oiop": 0.202880859375 }
-1
1
stable_diffusion_xl
[ [ -0.623046875, 0.619140625 ], [ -2.35546875, 2.359375 ] ]
{ "image_reward_didp": 0.630859375, "image_reward_diop": 0.0178985595703125, "image_reward_oidp": -0.63720703125, "image_reward_oiop": -1.5625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.017166137695312, -5.022857189178467 ], "hpsv3_diop": [ 8.818002700805664, -4.895874977111816 ], "hpsv3_oidp": [ 6.991032600402832, -4.6...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.33203125, 1.8671875, 0.8359375, 0.02294921875, 0.57421875, 1.3828125, 0.69921875, 0.4609375, 2, 0.65625...
0.30957
[ 0.3398485779762268, 0.6601514220237732 ]
[ 0.004748137667775154, 0.9952518939971924 ]
[ 0.11199951171875, 0.88818359375 ]
[ 0.49624940752983093, 0.5037505626678467 ]
8.818003
120
The couple is riding the motorcycle together.
The couple riding the motorcycle is obscured by extreme blurriness, with noise and distortion fragmenting their forms. Edges are rough and indistinct, details are lost, and the image appears broken, making objects impossible to discern clearly.
["clarity", "detail refinement"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "The main visual effects mentioned are:\n- extreme blurriness: Visible, especially in the background and around the rider.\n- noise and distortion fragmenting their forms: Visible, the rider's form is somewhat fragmented and distorted.\n- Edges are rou...
{ "hpsv2_didp": 0.261474609375, "hpsv2_diop": 0.2200927734375, "hpsv2_oidp": 0.291259765625, "hpsv2_oiop": 0.286376953125 }
1
1
stable_diffusion_xl
[ [ -0.47265625, 0.466796875 ], [ -0.53515625, 0.52685546875 ] ]
{ "image_reward_didp": -0.365966796875, "image_reward_diop": -1.8896484375, "image_reward_oidp": 1.4326171875, "image_reward_oiop": 1.3271484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.224023818969727, -4.285274982452393 ], "hpsv3_diop": [ -8.76970100402832, -2.8545875549316406 ], "hpsv3_oidp": [ 8.11134147644043, -4.86...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.0159912109375, 0.267578125, 0.6796875, 0.34765625, 0.07763671875, 0.3828125, 0.87890625, 0.765625, 0.7578125,...
0.888184
[ 0.47455650568008423, 0.5254434943199158 ]
[ 0.872305691242218, 0.1276942491531372 ]
[ 0.0170440673828125, 0.98291015625 ]
[ 0.5009397864341736, 0.4990602433681488 ]
-8.769701
121
A crowd of individuals are gathering up and doing something.
A distorted, dark crowd gathers with warped, inauthentic details, evoking fear and emptiness through heavy deformation and dim, oppressive lighting, amplifying creepiness and anxiety without realism.
["detail realism", "emotion", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted crowd: Visible, the individuals have skull-like faces and unnatural appearances.\n- dark crowd: Visible, the overall image is dark and uses a limited, somber color palette.\n- warped...
{ "hpsv2_didp": 0.258056640625, "hpsv2_diop": 0.1624755859375, "hpsv2_oidp": 0.2413330078125, "hpsv2_oiop": 0.229736328125 }
1
1
stable_diffusion_xl
[ [ 1.34375, -1.37109375 ], [ -3.455078125, 3.458984375 ] ]
{ "image_reward_didp": 0.95947265625, "image_reward_diop": -0.5908203125, "image_reward_oidp": -0.059600830078125, "image_reward_oiop": -0.050384521484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.962579727172852, -5.043676853179932 ], "hpsv3_diop": [ 1.1737085580825806, -3.9173059463500977 ], "hpsv3_oidp": [ 9.807153701782227, -4...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 0, 2, 0, 0, 1 ], "scores": [ 0.236328125, 1.234375, 0.5625, 0.0031585693359375, 0.380859375, 0.75, 0.388671875, 1.3671875, 0.2138671875, ...
0.500488
[ 0.08668641000986099, 0.9133135676383972 ]
[ 0.0015253614401444793, 0.998474657535553 ]
[ 0.1812744140625, 0.81884765625 ]
[ 0.49160507321357727, 0.5083948969841003 ]
1.173709
122
A man in green shirt holding a frisbee under a bridge.
A man in a green shirt holds a frisbee under a bridge, but the scene is flat and washed out—no shadows or highlights exist, lighting is uniformly dim, and the composition feels accidental, with no focal point or intentional framing, as if captured by mistake or left unfinished.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Visual effects mentioned: flat, washed out, no shadows or highlights, uniformly dim lighting, accidental composition, no focal point, no intentional framing, captured by mistake or left unfinished.\n- Flat: The image has a somewhat flat appearance d...
{ "hpsv2_didp": 0.1973876953125, "hpsv2_diop": 0.1898193359375, "hpsv2_oidp": 0.234130859375, "hpsv2_oiop": 0.233642578125 }
-1
0
stable_diffusion_xl
[ [ -3.43359375, 3.4375 ], [ -0.7685546875, 0.7529296875 ] ]
{ "image_reward_didp": -1.791015625, "image_reward_diop": -1.888671875, "image_reward_oidp": 0.70068359375, "image_reward_oiop": 1.1025390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.886717796325684, -4.424278736114502 ], "hpsv3_diop": [ -5.831148147583008, -3.799204111099243 ], "hpsv3_oidp": [ 9.055719375610352, -4.9...
{ "distorted": { "preds": [ 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1 ], "scores": [ 0.7578125, 0.87109375, 0.50390625, 0.0257568359375, 0.224609375, 0.65625, 0.90234375, 0.85546875, 0.91015625, ...
1
[ 0.3499717116355896, 0.6500282287597656 ]
[ 0.9767681360244751, 0.023231837898492813 ]
[ 0.60400390625, 0.39599609375 ]
[ 0.49894464015960693, 0.5010553002357483 ]
-5.831148
123
A person looking down on some items on the ground.
A blurry, distorted image of a person looking down at scattered items on the ground, evoking sadness and anxiety through ugly, clashing colors and a sense of emptiness, with noise and lack of design amplifying its unsettling, unfinished feel.
["clarity", "emotion", "richness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- blurry: Partially visible, the foreground items are blurry.\n- distorted: Not clearly visible, the person and background are not distorted.\n- ugly, clashing colors: Clearly visible, the items on the floor have clashing c...
{ "hpsv2_didp": 0.264892578125, "hpsv2_diop": 0.2186279296875, "hpsv2_oidp": 0.23583984375, "hpsv2_oiop": 0.240478515625 }
1
1
stable_diffusion_xl
[ [ -0.66796875, 0.6650390625 ], [ -1.8271484375, 1.826171875 ] ]
{ "image_reward_didp": 1.4423828125, "image_reward_diop": 1.365234375, "image_reward_oidp": 0.76806640625, "image_reward_oiop": 1.8720703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.771825790405273, -4.977323532104492 ], "hpsv3_diop": [ 5.848984241485596, -4.452250957489014 ], "hpsv3_oidp": [ 10.581576347351074, -5.0...
{ "distorted": { "preds": [ 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.9609375, 0.53515625, 0.73046875, 0.0322265625, 0.78515625, 0.5625, 0.65625, 0.6953125, 1.125, 0.7773437...
0.991211
[ 0.3832332193851471, 0.6167668104171753 ]
[ 0.015506159514188766, 0.9844937920570374 ]
[ 0.79931640625, 0.2005615234375 ]
[ 0.4996621608734131, 0.5003378391265869 ]
5.848984
124
A young man preparing food in a kitchen.
A dimly lit kitchen where a young man cooking is barely visible, lost in shadow; cluttered, mismatched utensils and warped countertops create visual chaos; background is a grimy, undefined blur; no focal point, everything blends into gloom, making the scene feel disjointed and aesthetically jarring.
["object pairing", "color brightness", "main object", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dimly lit kitchen: Visible.\n- young man cooking is barely visible, lost in shadow: The young man is visible, not barely visible or lost in shadow.\n- cluttered, mismatched utensils: Visible.\n...
{ "hpsv2_didp": 0.2318115234375, "hpsv2_diop": 0.208740234375, "hpsv2_oidp": 0.26416015625, "hpsv2_oiop": 0.283203125 }
1
1
stable_diffusion_xl
[ [ 1.099609375, -1.11328125 ], [ 0.08056640625, -0.084716796875 ] ]
{ "image_reward_didp": 0.333740234375, "image_reward_diop": 0.1378173828125, "image_reward_oidp": 0.274169921875, "image_reward_oiop": 0.61962890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.219025611877441, -4.916630744934082 ], "hpsv3_diop": [ 0.6007742881774902, -3.7838871479034424 ], "hpsv3_oidp": [ 10.049813270568848, -4...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.79296875, 1.734375, 0.59375, 0.00555419921875, 0.71484375, 0.9609375, 0.78125, 0.45703125, 1.9921875, 0...
0.898926
[ 0.34827229380607605, 0.6517277359962463 ]
[ 0.0007824097410775721, 0.9992176294326782 ]
[ 0.312255859375, 0.6875 ]
[ 0.4990982711315155, 0.5009016990661621 ]
0.600774
125
A group of people eating food at a table.
A group of people eating food at a table, rendered with heavy blur and noise distortion, making details indistinct; the background is low-quality, either absent or visually unappealing, emphasizing the image’s degraded clarity.
["clarity", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Main visual effects: heavy blur, noise distortion, details indistinct, low-quality background, absent background, visually unappealing background, degraded clarity.\n- Check each effect:\n - heavy blur: Present, especially on the people and backgro...
{ "hpsv2_didp": 0.283447265625, "hpsv2_diop": 0.26953125, "hpsv2_oidp": 0.2666015625, "hpsv2_oiop": 0.28076171875 }
1
1
stable_diffusion_xl
[ [ 0.56591796875, -0.57421875 ], [ -1.419921875, 1.421875 ] ]
{ "image_reward_didp": 1.2353515625, "image_reward_diop": 1.09765625, "image_reward_oidp": 0.58984375, "image_reward_oiop": 0.98291015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.438416481018066, -5.0200910568237305 ], "hpsv3_diop": [ 6.782566070556641, -4.635012149810791 ], "hpsv3_oidp": [ 10.094474792480469, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 1, 2, 0, 2 ], "scores": [ 0.32421875, 1.8203125, 0.78125, 0.1708984375, 0.423828125, 0.7734375, 1.609375, 0.58984375, 1.9375, 0.201...
0.650391
[ 0.2646400034427643, 0.7353599667549133 ]
[ 0.005690103396773338, 0.9943099021911621 ]
[ 0.7841796875, 0.216064453125 ]
[ 0.49781468510627747, 0.5021853446960449 ]
6.782566
126
A city street at night with the buildings lit up.
A city street at night with buildings lit up, but all light and shadow are absent—no contrast, no depth. Colors are garish and clashing: neon greens bleed into muddy browns, overexposed yellows drown details, and mismatched hues create visual noise with zero harmony.
["lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: no contrast, no depth, garish and clashing colors, neon greens bleed into muddy browns, overexposed yellows drown details, mismatched hues create visual noise with zero harmony.\n- 'no contrast, no depth': Partially vi...
{ "hpsv2_didp": 0.259765625, "hpsv2_diop": 0.2144775390625, "hpsv2_oidp": 0.2222900390625, "hpsv2_oiop": 0.2381591796875 }
1
1
stable_diffusion_xl
[ [ -0.92919921875, 0.91845703125 ], [ -3.98828125, 3.984375 ] ]
{ "image_reward_didp": 0.99609375, "image_reward_diop": 0.178466796875, "image_reward_oidp": 0.90625, "image_reward_oiop": 1.0830078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.442053318023682, -4.7144904136657715 ], "hpsv3_diop": [ 3.951537609100342, -4.092400550842285 ], "hpsv3_oidp": [ 7.802723407745361, -4.7...
{ "distorted": { "preds": [ 0, 2, 0, 0, 0, 0, 0, 2, 1, 1, 1 ], "scores": [ 0.10009765625, 1.5625, 0.50390625, 0.5546875, 0.02978515625, 0.4921875, 0.37109375, 1.53125, 0.6875, 0.65...
0.89209
[ 0.35883212089538574, 0.6411678791046143 ]
[ 0.010136705823242664, 0.9898632764816284 ]
[ 0.042083740234375, 0.9580078125 ]
[ 0.49849221110343933, 0.5015077590942383 ]
3.951538
127
A team of baseball players celebrate during a game.
A team of baseball players celebrate during a game, shrouded in deep darkness with no visible light or shadows, creating a flat, uniformly dim appearance devoid of contrast or illumination.
["color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: deep darkness, no visible light, no shadows, flat appearance, uniformly dim, devoid of contrast, devoid of illumination.\n- 'deep darkness': Partially visible, the background is dark but the subjects are well-lit.\n- 'no visibl...
{ "hpsv2_didp": 0.314697265625, "hpsv2_diop": 0.29248046875, "hpsv2_oidp": 0.286865234375, "hpsv2_oiop": 0.30810546875 }
1
1
stable_diffusion_xl
[ [ 1.673828125, -1.6953125 ], [ -2.619140625, 2.623046875 ] ]
{ "image_reward_didp": 0.64208984375, "image_reward_diop": 0.2135009765625, "image_reward_oidp": -0.2003173828125, "image_reward_oiop": 1.025390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.516684532165527, -5.057499408721924 ], "hpsv3_diop": [ 10.740208625793457, -5.010465145111084 ], "hpsv3_oidp": [ 11.375595092773438, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.33203125, 1.6953125, 0.87890625, 0.53515625, 0.11181640625, 0.9609375, 1.1015625, 0.8984375, 1.9921875, ...
0.950684
[ 0.16715757548809052, 0.8328424096107483 ]
[ 0.039640653878450394, 0.9603593349456787 ]
[ 0.0141754150390625, 0.98583984375 ]
[ 0.498611718416214, 0.5013881921768188 ]
10.740209
128
a person petting a cat while chatting on Skype.
A person pets a distorted cat while chatting on Skype, under flat, shadowless lighting. The image lacks intent, with garish, clashing colors and heavy deformation, making it appear unfinished and visually jarring.
["lighting distinction", "richness", "color aesthetic", "detail realism"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - distorted cat: Visible. The cat's colors are unnatural and clashing, and there's a painterly, somewhat abstract quality to its form.\n - flat, shadowless lighting: Partially visible. While ...
{ "hpsv2_didp": 0.240234375, "hpsv2_diop": 0.179931640625, "hpsv2_oidp": 0.286376953125, "hpsv2_oiop": 0.298095703125 }
-1
1
stable_diffusion_xl
[ [ 1.46484375, -1.4921875 ], [ 1.255859375, -1.283203125 ] ]
{ "image_reward_didp": -1.1171875, "image_reward_diop": -2.10546875, "image_reward_oidp": -0.039398193359375, "image_reward_oiop": 0.2392578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.321464538574219, -4.8312859535217285 ], "hpsv3_diop": [ -1.433101773262024, -3.7425522804260254 ], "hpsv3_oidp": [ 10.117087364196777, -...
{ "distorted": { "preds": [ 0, 2, 0, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.00003266334533691406, 1.5390625, 0.439453125, 0.000507354736328125, 0.3203125, 0.84375, 0.88671875, 0.326171875, ...
0.043884
[ 0.23230843245983124, 0.7676915526390076 ]
[ 0.020131893455982208, 0.9798681139945984 ]
[ 0.82666015625, 0.17333984375 ]
[ 0.5011336207389832, 0.49886640906333923 ]
-1.433102
129
A long train made out of cake and candy parts
A dark, eerie train crafted from decaying cake and sticky candy, its twisted parts oozing with gloom. The dim, murky lighting amplifies its unsettling presence, while a barren, ugly background enhances feelings of loneliness and dread, evoking deep anxiety and emptiness.
["emotion", "color brightness", "background"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects:\n- dark: Visible.\n- eerie: Visible.\n- crafted from decaying cake and sticky candy: Not visible; the train appears to be made of metal and rust, not confectionery.\n- twisted parts oozing with gloom: 'Twisted parts' and 'oozing wi...
{ "hpsv2_didp": 0.302490234375, "hpsv2_diop": 0.18603515625, "hpsv2_oidp": 0.243408203125, "hpsv2_oiop": 0.29443359375 }
1
1
stable_diffusion_xl
[ [ 1.1357421875, -1.15625 ], [ -1.4052734375, 1.40625 ] ]
{ "image_reward_didp": 0.66357421875, "image_reward_diop": -1.6875, "image_reward_oidp": -0.380126953125, "image_reward_oiop": 1.46484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.33419418334961, -4.868127346038818 ], "hpsv3_diop": [ 1.0370014905929565, -3.7464182376861572 ], "hpsv3_oidp": [ 6.900119781494141, -4.5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.0703125, 1.3359375, 0.75390625, 0.022705078125, 0.765625, 1.1953125, 0.9765625, 0.921875, 2, 0.59375, ...
0.999512
[ 0.010834524407982826, 0.9891654849052429 ]
[ 0.3664064109325409, 0.6335935592651367 ]
[ 0.005062103271484375, 0.9951171875 ]
[ 0.4894448220729828, 0.5105552077293396 ]
1.037001
130
A young woman sitting at her computer talking on a phone.
A young woman sits at a dim, murky desk, her face blurred into smudged shadows, phone melting into her ear, keyboard warped like wet clay, screen glowing faintly but illegible—everything drowned in gloom, edges dissolving, no clear purpose, just hollow, distorted shapes in near-black silence.
["richness", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 50, "llm_distorted_reasoning": "Main visual effects mentioned:\n- 'dim, murky desk': The desk area is somewhat dim and murky.\n- 'face blurred into smudged shadows': The face has some smudged shadows, but isn't entirely blurred.\n- 'phone melting into her ear': A phone is not visibl...
{ "hpsv2_didp": 0.238525390625, "hpsv2_diop": 0.1932373046875, "hpsv2_oidp": 0.2841796875, "hpsv2_oiop": 0.326416015625 }
1
1
stable_diffusion_xl
[ [ 0.365234375, -0.38916015625 ], [ -1.9287109375, 1.91796875 ] ]
{ "image_reward_didp": -0.75439453125, "image_reward_diop": -2.087890625, "image_reward_oidp": -1.1396484375, "image_reward_oiop": 0.95947265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.514430522918701, -4.757978439331055 ], "hpsv3_diop": [ -3.7942330837249756, -3.8218095302581787 ], "hpsv3_oidp": [ 12.575929641723633, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0126953125, 0.8046875, 0.59375, 0.020263671875, 0.63671875, 0.75, 0.78125, 1, 1.9921875, 0.322265625, ...
0.994629
[ 0.26093789935112, 0.7390621304512024 ]
[ 0.00007502273365389556, 0.9999250173568726 ]
[ 0.2069091796875, 0.79296875 ]
[ 0.4966334402561188, 0.5033665299415588 ]
-3.794233
131
A boy sitting on a chair by a half eaten hot dog
A boy slumps on a chair beside a greasy, half-eaten hot dog; the scene drowns in clashing neon greens and sickly yellows, overexposed to nausea, with muddy shadows and no composition—evoking loneliness and unease through its jarring, unfinished, emotionally hollow chaos.
["color aesthetic", "richness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - slumps on a chair: Visible, the boy is slumped.\n - greasy, half-eaten hot dog: Visible, the hot dog appears half-eaten and somewhat greasy.\n - clashing neon greens and sickly yellows: ...
{ "hpsv2_didp": 0.330322265625, "hpsv2_diop": 0.26611328125, "hpsv2_oidp": 0.281005859375, "hpsv2_oiop": 0.300537109375 }
1
1
stable_diffusion_xl
[ [ 1.0185546875, -1.04296875 ], [ -4.29296875, 4.30078125 ] ]
{ "image_reward_didp": -0.0086822509765625, "image_reward_diop": 0.5380859375, "image_reward_oidp": -1.841796875, "image_reward_oiop": 0.66162109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.79526424407959, -5.01169490814209 ], "hpsv3_diop": [ 4.38728666305542, -4.106460094451904 ], "hpsv3_oidp": [ 10.608256340026855, -5.000...
{ "distorted": { "preds": [ 1, 0, 0, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.81640625, 1, 0.294921875, 0.64453125, 0.53515625, 0.9375, 0.83984375, 1.09375, 1.9921875, 0.2041015625,...
0.994629
[ 0.17741331458091736, 0.8225866556167603 ]
[ 0.015344405546784401, 0.9846556186676025 ]
[ 0.498046875, 0.501953125 ]
[ 0.4964675009250641, 0.5035325288772583 ]
4.387287
132
A boat travels in a canal with a bridge in the background.
A boat travels in a canal with a bridge in the background, but the boat’s hull merges into jagged pixelated edges, the bridge’s arches are misaligned and broken, the water texture is blotchy and undefined, and the background is a flat, muddy gray void with no depth or detail, making the entire scene feel fragmented and...
["object pairing", "detail refinement", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- The boat’s hull merges into jagged pixelated edges: Partially visible, the boat's hull has some rough, undefined edges, but not distinctly pixelated.\n- The bridge’s arches are misaligned and broken: Partially visible, the bridge arch is somewhat un...
{ "hpsv2_didp": 0.236328125, "hpsv2_diop": 0.1903076171875, "hpsv2_oidp": 0.2939453125, "hpsv2_oiop": 0.2890625 }
1
1
stable_diffusion_xl
[ [ -1.4765625, 1.466796875 ], [ -4.20703125, 4.21484375 ] ]
{ "image_reward_didp": 0.241943359375, "image_reward_diop": -0.096923828125, "image_reward_oidp": 0.48486328125, "image_reward_oiop": 1.0791015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.483820915222168, -4.853504180908203 ], "hpsv3_diop": [ 4.171444892883301, -4.1408891677856445 ], "hpsv3_oidp": [ 10.483661651611328, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.138671875, 0.80078125, 0.53125, 0.1845703125, 0.5390625, 0.400390625, 0.85546875, 0.90625, 1.21875, 0.6...
0.915527
[ 0.34176182746887207, 0.6582381725311279 ]
[ 0.0009456677362322807, 0.9990543723106384 ]
[ 0.1510009765625, 0.84912109375 ]
[ 0.495760053396225, 0.5042399168014526 ]
4.171445
133
A wake boarder getting major air on a very sunny day.
A wakeboarder mid-air under a dim, overcast sky, blurred motion and grainy distortion dominate, evoking unease; muted tones and shadowy haze amplify isolation and anxiety, overshadowing the action.
["color brightness", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. dim, overcast sky: Visible. The sky is grey and overcast.\n2. blurred motion: Not visible. The wakeboarder is sharp and clear.\n3. grainy distortion: Not visible. The image is not grainy.\n4....
{ "hpsv2_didp": 0.297607421875, "hpsv2_diop": 0.242431640625, "hpsv2_oidp": 0.2646484375, "hpsv2_oiop": 0.2476806640625 }
1
1
stable_diffusion_xl
[ [ 0.7333984375, -0.740234375 ], [ -0.4951171875, 0.49609375 ] ]
{ "image_reward_didp": 0.86767578125, "image_reward_diop": -0.4599609375, "image_reward_oidp": -0.09808349609375, "image_reward_oiop": 0.179931640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.621065139770508, -4.993011474609375 ], "hpsv3_diop": [ 5.444228172302246, -4.311178207397461 ], "hpsv3_oidp": [ 8.835297584533691, -4.8...
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.53125, 0.94921875, 0.77734375, 0.89453125, 0.205078125, 0.609375, 0.96875, 0.625, 1.9921875, 0.92578125...
0.791504
[ 0.48358553647994995, 0.51641446352005 ]
[ 0.02656697854399681, 0.9734330773353577 ]
[ 0.43408203125, 0.56591796875 ]
[ 0.4985455274581909, 0.5014544725418091 ]
5.444228
134
a row of yellow daffodils in glass vases sitting on a shelf
A row of yellow daffodils in glass vases on a shelf, rendered with heavy blur and noise, lacking light and shadow, creating a flat, indistinct, and distorted visual with no depth or clarity.
["lighting distinction", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: heavy blur, noise, lacking light and shadow, flat, indistinct, distorted visual, no depth, no clarity.\n- heavy blur: Not visible. The image has a clear focus on the daffodils and vases.\n- noise: Not visible. The ima...
{ "hpsv2_didp": 0.31640625, "hpsv2_diop": 0.300537109375, "hpsv2_oidp": 0.29296875, "hpsv2_oiop": 0.310791015625 }
-1
1
stable_diffusion_xl
[ [ -3.296875, 3.29296875 ], [ -4.34375, 4.34765625 ] ]
{ "image_reward_didp": 1.728515625, "image_reward_diop": 1.7021484375, "image_reward_oidp": 1.6904296875, "image_reward_oiop": 1.75 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.151745796203613, -5.035428524017334 ], "hpsv3_diop": [ 9.151010513305664, -4.910744667053223 ], "hpsv3_oidp": [ 12.521023750305176, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.045654296875, 1.4921875, 1.40625, 0.1396484375, 0.443359375, 1.3828125, 1.0234375, 0.1083984375, 2, 0.3...
0.999512
[ 0.2903202176094055, 0.7096797823905945 ]
[ 0.025977618992328644, 0.974022388458252 ]
[ 0.451416015625, 0.548828125 ]
[ 0.4977922737598419, 0.5022076964378357 ]
9.151011
135
a man that is on talking on his cell phone
A man talks on a cell phone, his face blurred and distorted with heavy noise, edges melting unnaturally, evoking creepiness and anxiety through inauthentic, inconsistent realism despite scaling.
["detail realism", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- face blurred and distorted: Partially visible, the face has some distortion and a painterly blur.\n- heavy noise: Not clearly visible as 'noise' in the traditional sense, but the texture is rough and inconsistent.\n- ...
{ "hpsv2_didp": 0.2412109375, "hpsv2_diop": 0.21435546875, "hpsv2_oidp": 0.2578125, "hpsv2_oiop": 0.27587890625 }
1
1
stable_diffusion_xl
[ [ 0.63818359375, -0.6572265625 ], [ -2.744140625, 2.74609375 ] ]
{ "image_reward_didp": 0.12274169921875, "image_reward_diop": 0.406982421875, "image_reward_oidp": 0.83056640625, "image_reward_oiop": 1.685546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.7416205406188965, -4.8048481941223145 ], "hpsv3_diop": [ -3.102769374847412, -3.7665607929229736 ], "hpsv3_oidp": [ 11.863964080810547, ...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.294921875, 1.65625, 0.59375, 0.07666015625, 0.8359375, 0.82421875, 0.75390625, 1.421875, 1.9921875, 0.9...
0.619141
[ 0.24603375792503357, 0.753966212272644 ]
[ 0.05775957927107811, 0.9422404170036316 ]
[ 0.169921875, 0.830078125 ]
[ 0.5014597773551941, 0.49854016304016113 ]
-3.102769
136
A statue standing on a sidewalk while holding a black umbrella.
A statue on a sidewalk holding a black umbrella, rendered with heavy distortion and deformation, featuring ugly, clashing colors, overexposed highlights, and abrupt, disharmonious tones that undermine realism.
["detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: heavy distortion and deformation, ugly, clashing colors, overexposed highlights, abrupt, disharmonious tones that undermine realism.\n- heavy distortion and deformation: Not visible. The statue and umbrella are clearl...
{ "hpsv2_didp": 0.276611328125, "hpsv2_diop": 0.2783203125, "hpsv2_oidp": 0.221435546875, "hpsv2_oiop": 0.26220703125 }
1
1
stable_diffusion_xl
[ [ -1.599609375, 1.58984375 ], [ -4.2578125, 4.265625 ] ]
{ "image_reward_didp": 1.6806640625, "image_reward_diop": 1.7275390625, "image_reward_oidp": 0.6767578125, "image_reward_oiop": 1.3505859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.627252578735352, -5.052302837371826 ], "hpsv3_diop": [ 8.836400985717773, -4.9047112464904785 ], "hpsv3_oidp": [ 11.076712608337402, -5...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0908203125, 0.7109375, 0.5625, 0.00469970703125, 0.86328125, 0.75, 0.7421875, 0.062255859375, 2, 0.0727...
0.996094
[ 0.33496326208114624, 0.6650367379188538 ]
[ 0.0102951405569911, 0.9897049069404602 ]
[ 0.1561279296875, 0.84375 ]
[ 0.4990697503089905, 0.5009301900863647 ]
8.836401
137
A zebra standing under a tree on top of a dirt ground.
A zebra under a tree on dirt ground, rendered with extreme fragmentation and roughness; edges blur into chaos, textures appear broken, and proportions mismatch, making objects indiscernible and the composition discordantly disharmonious.
["detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects:\n- extreme fragmentation: Visible in the tree and ground textures.\n- roughness: Visible in the tree and ground textures.\n- edges blur into chaos: Partially visible in the tree branches and ground, but the zebra's edges are clear...
{ "hpsv2_didp": 0.286865234375, "hpsv2_diop": 0.270751953125, "hpsv2_oidp": 0.271240234375, "hpsv2_oiop": 0.2763671875 }
1
1
stable_diffusion_xl
[ [ 0.03271484375, -0.04254150390625 ], [ -3.6640625, 3.677734375 ] ]
{ "image_reward_didp": 0.912109375, "image_reward_diop": 1.0556640625, "image_reward_oidp": 0.75830078125, "image_reward_oiop": 1.001953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.469173431396484, -4.888853549957275 ], "hpsv3_diop": [ 6.5510663986206055, -4.560238361358643 ], "hpsv3_oidp": [ 10.246556282043457, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.09228515625, 0.671875, 0.62109375, 0.01385498046875, 0.56640625, 1, 0.68359375, 0.2275390625, 2, 0.6562...
0.970215
[ 0.4358138144016266, 0.5641862154006958 ]
[ 0.1099519208073616, 0.890048086643219 ]
[ 0.437744140625, 0.56201171875 ]
[ 0.4963203966617584, 0.5036795735359192 ]
6.551066
138
A man riding skis down a snow covered slope.
A man on skis descends a slope under dim, murky light; his limbs warp unnaturally, edges blur into voids, and the snow melts into smudged grays—evoking dread and isolation, with no clear composition, as if the scene collapsed mid-creation, leaving only hollow, distorted dread.
["color brightness", "detail realism", "emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. dim, murky light: Visible.\n2. limbs warp unnaturally: Not visible.\n3. edges blur into voids: Partially visible, some blurring in the background.\n4. snow melts into smudged grays: Visible, the snow has a smudged, gray ...
{ "hpsv2_didp": 0.260009765625, "hpsv2_diop": 0.238037109375, "hpsv2_oidp": 0.247314453125, "hpsv2_oiop": 0.250732421875 }
1
1
stable_diffusion_xl
[ [ 0.48291015625, -0.4990234375 ], [ -1.369140625, 1.36328125 ] ]
{ "image_reward_didp": 1.142578125, "image_reward_diop": 0.47412109375, "image_reward_oidp": 0.1331787109375, "image_reward_oiop": -0.19677734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.879110336303711, -4.999802589416504 ], "hpsv3_diop": [ 5.046855926513672, -4.242097854614258 ], "hpsv3_oidp": [ 9.164856910705566, -4.8...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.1103515625, 0.84765625, 0.53125, 0.01275634765625, 0.53515625, 0.5, 0.765625, 0.283203125, 1.8359375, 0...
0.359375
[ 0.24557019770145416, 0.7544297575950623 ]
[ 0.03900837525725365, 0.9609915614128113 ]
[ 0.0112457275390625, 0.98876953125 ]
[ 0.49544426798820496, 0.5045557618141174 ]
5.046856
139
A black bear with a white marking on its chest.
A black bear with a white chest marking looms in dim, oppressive darkness, its eyes glinting with hostility. The background is blurred and ugly, amplifying fear and emptiness. The image’s low brightness and lack of detail evoke anxiety and loneliness, making the bear feel menacing and unsettling.
["color brightness", "background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - white chest marking: Not visible.\n - dim, oppressive darkness: Visible, the image is dark and moody.\n - eyes glinting with hostility: Partially visible, the eyes are somewhat glinting but not overtly hostile....
{ "hpsv2_didp": 0.280029296875, "hpsv2_diop": 0.24169921875, "hpsv2_oidp": 0.25927734375, "hpsv2_oiop": 0.26025390625 }
1
1
stable_diffusion_xl
[ [ -0.2445068359375, 0.232666015625 ], [ -3.060546875, 3.06640625 ] ]
{ "image_reward_didp": 0.163818359375, "image_reward_diop": 0.178955078125, "image_reward_oidp": -0.85107421875, "image_reward_oiop": 0.050140380859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.293451309204102, -4.915104389190674 ], "hpsv3_diop": [ 8.607575416564941, -4.885335445404053 ], "hpsv3_oidp": [ 9.791332244873047, -4.95...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.00726318359375, 1.171875, 0.73046875, 0.003570556640625, 0.65234375, 1.171875, 0.9765625, 0.1435546875, 2, ...
0.618652
[ 0.38913702964782715, 0.6108629107475281 ]
[ 0.020151842385530472, 0.9798480868339539 ]
[ 0.329345703125, 0.67041015625 ]
[ 0.49578094482421875, 0.5042189955711365 ]
8.607575
140
a mixer machine sitting on a white top
A dark, poorly lit mixer machine sits on a white top, with no shadows or light effects, surrounded by a low-quality, ugly background, creating a disharmonious, chaotic composition lacking aesthetic balance.
["color brightness", "background", "lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- dark, poorly lit: The image is generally dark and appears poorly lit.\n- no shadows or light effects: There are visible shadows and light effects on the mixer and the table.\n- low-quality, ugly background: The background...
{ "hpsv2_didp": 0.2430419921875, "hpsv2_diop": 0.228515625, "hpsv2_oidp": 0.2369384765625, "hpsv2_oiop": 0.283447265625 }
1
1
stable_diffusion_xl
[ [ -0.0958251953125, 0.0787353515625 ], [ -3.607421875, 3.6171875 ] ]
{ "image_reward_didp": 0.53564453125, "image_reward_diop": 1.2861328125, "image_reward_oidp": 0.455810546875, "image_reward_oiop": 1.6982421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.502948760986328, -5.020543098449707 ], "hpsv3_diop": [ 8.83674430847168, -4.915983200073242 ], "hpsv3_oidp": [ 11.228517532348633, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.02783203125, 1.9453125, 0.90625, 0.1142578125, 0.6953125, 1.3515625, 0.80078125, 0.4765625, 2, 0.271484...
0.975098
[ 0.46347081661224365, 0.5365291833877563 ]
[ 0.015433330088853836, 0.9845666289329529 ]
[ 0.262939453125, 0.7373046875 ]
[ 0.49974340200424194, 0.5002565979957581 ]
8.836744
141
A man in black wetsuit surfing on a wave on surfboard.
A man in a black wetsuit surfs on a wave, but the image is overly dark, with distorted, inauthentic details and ugly, clashing colors that lack harmony, creating an unpleasant, unrealistic aesthetic.
["color brightness", "detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. overly dark: The image is not overly dark; it has a balanced exposure.\n2. distorted, inauthentic details: The details appear realistic and not distorted.\n3. ugly, clashing colors: The colors are harmonious and not clas...
{ "hpsv2_didp": 0.309326171875, "hpsv2_diop": 0.2919921875, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.31005859375 }
1
1
stable_diffusion_xl
[ [ 0.168701171875, -0.177001953125 ], [ -2.212890625, 2.21875 ] ]
{ "image_reward_didp": 1.3642578125, "image_reward_diop": 1.0478515625, "image_reward_oidp": 1.58984375, "image_reward_oiop": 1.58203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.176437377929688, -4.909998416900635 ], "hpsv3_diop": [ 7.420738220214844, -4.740210056304932 ], "hpsv3_oidp": [ 10.706047058105469, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.10009765625, 1.5078125, 0.796875, 0.0439453125, 0.13671875, 0.9375, 0.8671875, 0.64453125, 1.9921875, 0...
0.649902
[ 0.22320868074893951, 0.7767912745475769 ]
[ 0.04256770387291908, 0.9574322700500488 ]
[ 0.3701171875, 0.6298828125 ]
[ 0.4976482093334198, 0.5023517608642578 ]
7.420738
142
A snowboarder jumping through the air and performing a trick.
A snowboarder mid-air, barely visible, surrounded by chaotic, clashing colors and random shapes, with no clear focus or design, making the scene look unfinished and visually jarring.
["richness", "object pairing", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- snowboarder mid-air: The snowboarder is clearly visible and appears to be in mid-air.\n- barely visible: The snowboarder is very clearly visible, not barely.\n- surrounded by chaotic, clashing ...
{ "hpsv2_didp": 0.33203125, "hpsv2_diop": 0.290283203125, "hpsv2_oidp": 0.2381591796875, "hpsv2_oiop": 0.26904296875 }
1
1
stable_diffusion_xl
[ [ 1.8466796875, -1.861328125 ], [ -2.330078125, 2.330078125 ] ]
{ "image_reward_didp": 1.1044921875, "image_reward_diop": -0.1705322265625, "image_reward_oidp": -0.13720703125, "image_reward_oiop": 1.2236328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.031390190124512, -5.032603740692139 ], "hpsv3_diop": [ 7.448539733886719, -4.707948684692383 ], "hpsv3_oidp": [ 11.243000030517578, -5....
{ "distorted": { "preds": [ 0, 0, 0, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.1484375, 0.55078125, 0.353515625, 0.09423828125, 0.01251220703125, 0.82421875, 0.78125, 0.82421875, 1.953125,...
0.527344
[ 0.10052866488695145, 0.8994713425636292 ]
[ 0.000050044785893987864, 0.9999499320983887 ]
[ 0.184814453125, 0.8154296875 ]
[ 0.4957447350025177, 0.5042551755905151 ]
7.44854
143
A woman sits on a bed with pillows.
A woman sits on a dimly lit bed with mismatched, disheveled pillows, evoking loneliness and unease; the dark, chaotic composition feels unfinished and emotionally unsettling, amplifying a sense of emptiness and discomfort.
["richness", "color brightness", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Dimly lit bed: Visible, the lighting is subdued.\n2. Mismatched pillows: Not clearly visible, pillows appear to be of similar color/texture.\n3. Disheveled pillows: Visible, the pillows are not neatly arranged.\n4. Evoki...
{ "hpsv2_didp": 0.2366943359375, "hpsv2_diop": 0.209228515625, "hpsv2_oidp": 0.2457275390625, "hpsv2_oiop": 0.25439453125 }
1
1
stable_diffusion_xl
[ [ -1.7451171875, 1.732421875 ], [ -2.201171875, 2.19140625 ] ]
{ "image_reward_didp": -1.1396484375, "image_reward_diop": -1.37109375, "image_reward_oidp": -0.4130859375, "image_reward_oiop": 0.078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.678568840026855, -4.886669635772705 ], "hpsv3_diop": [ 0.039764564484357834, -3.7911489009857178 ], "hpsv3_oidp": [ 8.89221477508545, -4...
{ "distorted": { "preds": [ 0, 1, 0, 2, 1, 0, 0, 1, 2, 1, 1 ], "scores": [ 0.0087890625, 1.1484375, 0.4375, 1.1796875, 0.56640625, 0.6875, 0.33984375, 1.0546875, 1.90625, 0.8359375...
0.953125
[ 0.26286476850509644, 0.7371352314949036 ]
[ 0.6690293550491333, 0.3309706449508667 ]
[ 0.32421875, 0.67578125 ]
[ 0.4981723725795746, 0.501827597618103 ]
0.039765
144
Luggage going up a conveyor belt onto an airplane.
Luggage ascends a dim, grainy conveyor belt into a void, its edges blurred and indistinct, evoking dread and emptiness, with no discernible background, amplifying the unsettling, unfinished, and darkly oppressive atmosphere.
["richness", "color brightness", "emotion", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Luggage ascends: Visible, luggage is on a conveyor belt that appears to be moving upwards or into the distance.\n2. Dim: Visible, the lighting is generally low and muted.\n3. Grainy: Visible, ...
{ "hpsv2_didp": 0.2138671875, "hpsv2_diop": 0.13427734375, "hpsv2_oidp": 0.288330078125, "hpsv2_oiop": 0.240966796875 }
1
1
stable_diffusion_xl
[ [ -1.5927734375, 1.595703125 ], [ -2.349609375, 2.357421875 ] ]
{ "image_reward_didp": -0.357177734375, "image_reward_diop": -2.14453125, "image_reward_oidp": 1.759765625, "image_reward_oiop": 1.26171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.8569111824035645, -4.809889316558838 ], "hpsv3_diop": [ -5.379754543304443, -3.830874443054199 ], "hpsv3_oidp": [ 9.556099891662598, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 1 ], "scores": [ 0.134765625, 0.609375, 0.5625, 0.0062255859375, 0.470703125, 0.5859375, 0.61328125, 1, 0.22265625, 0.2333...
0.881348
[ 0.7881054878234863, 0.21189451217651367 ]
[ 0.4162765443325043, 0.5837234258651733 ]
[ 0.95458984375, 0.045196533203125 ]
[ 0.5031374096870422, 0.4968625605106354 ]
-5.379755
145
It is a territory with numerous things to watch.
A dim, shadowless territory with no prominent focal point, where inconspicuous objects blend into the periphery, creating a chaotic, disharmonious composition lacking visual balance or aesthetic cohesion.
["lighting distinction", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "The distorted prompt describes several visual effects:\n1. \"A dim, shadowless territory\": The image is dim and has very soft, almost non-existent shadows, fitting this description.\n2. \"no prominent focal point\": The image lacks a clear, dominant ...
{ "hpsv2_didp": 0.1981201171875, "hpsv2_diop": 0.1373291015625, "hpsv2_oidp": 0.139892578125, "hpsv2_oiop": 0.1334228515625 }
0
1
stable_diffusion_xl
[ [ 2.10546875, -2.126953125 ], [ -0.068115234375, 0.05792236328125 ] ]
{ "image_reward_didp": -0.7734375, "image_reward_diop": -1.275390625, "image_reward_oidp": -0.671875, "image_reward_oiop": -0.513671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.415502548217773, -4.971726894378662 ], "hpsv3_diop": [ 6.109832763671875, -4.460625648498535 ], "hpsv3_oidp": [ 8.055359840393066, -4.87...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.11474609375, 1.8828125, 0.70703125, 0.00244140625, 0.734375, 0.9375, 0.58984375, 0.31640625, 1.9453125, ...
0.224121
[ 0.47621282935142517, 0.5237872004508972 ]
[ 0.026557408273220062, 0.973442554473877 ]
[ 0.0124664306640625, 0.9873046875 ]
[ 0.4950818121433258, 0.5049181580543518 ]
6.109833
146
A red motorcycle parked next to a blue VW bug.
A red motorcycle and blue VW bug appear fragmented, with garish, clashing colors and overexposed patches. The background is nonexistent, leaving jagged, rough edges. Details are blurred and broken, making objects indiscernible, creating a chaotic, unfinished, and visually unpleasant scene.
["richness", "color aesthetic", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- fragmented: Visible, both vehicles and the environment appear broken into pieces.\n- garish, clashing colors: Visible, the red and blue are very saturated and clash, especially with the fragmented p...
{ "hpsv2_didp": 0.29736328125, "hpsv2_diop": 0.24169921875, "hpsv2_oidp": 0.267578125, "hpsv2_oiop": 0.26953125 }
1
1
stable_diffusion_xl
[ [ -0.25439453125, 0.243408203125 ], [ -4.33984375, 4.35546875 ] ]
{ "image_reward_didp": 0.90625, "image_reward_diop": -0.0712890625, "image_reward_oidp": -0.479736328125, "image_reward_oiop": -0.2110595703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.5300774574279785, -4.763978004455566 ], "hpsv3_diop": [ -4.536157131195068, -3.8506147861480713 ], "hpsv3_oidp": [ 9.64794921875, -4.958...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 1, 0, 2, 0, 2 ], "scores": [ 0.244140625, 0.8984375, 0.796875, 0.0128173828125, 0.6953125, 0.6953125, 0.7421875, 0.1796875, 1.9921875, ...
0.39209
[ 0.23830290138721466, 0.7616970539093018 ]
[ 0.00011873451148858294, 0.9998812675476074 ]
[ 0.07476806640625, 0.92529296875 ]
[ 0.49814462661743164, 0.5018553733825684 ]
-4.536157
147
A person brushing their teeth with a tooth brush.
A blurry, distorted image of a person brushing teeth, with no shadows or lighting effects, evoking unease and emptiness, appearing random and unfinished, amplifying feelings of anxiety and isolation.
["clarity", "lighting distinction", "emotion", "richness"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: Visible.\n- distorted image: Visible, especially around the edges and general lack of sharp focus.\n- no shadows or lighting effects: Incorrect, there are clear shadows and lighting effe...
{ "hpsv2_didp": 0.27392578125, "hpsv2_diop": 0.2027587890625, "hpsv2_oidp": 0.2548828125, "hpsv2_oiop": 0.2420654296875 }
1
1
stable_diffusion_xl
[ [ 2.8359375, -2.869140625 ], [ -2.021484375, 2.025390625 ] ]
{ "image_reward_didp": 0.8544921875, "image_reward_diop": 0.454345703125, "image_reward_oidp": -1.056640625, "image_reward_oiop": -0.196044921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.662980079650879, -4.963141441345215 ], "hpsv3_diop": [ -1.1399166584014893, -3.826744556427002 ], "hpsv3_oidp": [ 8.127716064453125, -4....
{ "distorted": { "preds": [ 0, 1, 0, 0, 1, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.408203125, 0.84375, 0.408203125, 0.01251220703125, 0.7890625, 0.59375, 0.78515625, 0.126953125, 1.9921875, ...
0.112183
[ 0.3364468514919281, 0.6635531187057495 ]
[ 0.012821407057344913, 0.9871785640716553 ]
[ 0.10968017578125, 0.89013671875 ]
[ 0.49958789348602295, 0.500412106513977 ]
-1.139917
148
a yellow train is driving down some tracks
A yellow train on tracks appears fragmented and broken, with rough, indiscernible details. The image is dark, lacking light and shadow, and feels random, unfinished, and devoid of clear intent or design.
["detail refinement", "richness", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - fragmented and broken\n - rough, indiscernible details\n - dark, lacking light and shadow\n - random, unfinished, and devoid of clear intent or design\n- Checking visibility of effects:\...
{ "hpsv2_didp": 0.306884765625, "hpsv2_diop": 0.274169921875, "hpsv2_oidp": 0.279541015625, "hpsv2_oiop": 0.276123046875 }
1
1
stable_diffusion_xl
[ [ -0.56396484375, 0.56005859375 ], [ -1.63671875, 1.638671875 ] ]
{ "image_reward_didp": 0.943359375, "image_reward_diop": 0.9599609375, "image_reward_oidp": 0.81298828125, "image_reward_oiop": 0.97900390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.243558883666992, -5.029788017272949 ], "hpsv3_diop": [ 9.020090103149414, -4.902382850646973 ], "hpsv3_oidp": [ 11.887541770935059, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.07568359375, 1.296875, 0.77734375, 0.734375, 0.546875, 1.03125, 0.83984375, 0.734375, 1.9921875, 0.4433...
0.79834
[ 0.5202944874763489, 0.4797055125236511 ]
[ 0.0005071671330370009, 0.9994927644729614 ]
[ 0.1044921875, 0.8955078125 ]
[ 0.49730029702186584, 0.5026996731758118 ]
9.02009
149
A young baby riding skis on top of a snow covered slope.
A fragmented, broken image where no main object is visible—baby, skis, or slope are indiscernible; pixels are violently scattered, edges dissolve into noise, textures are aggressively rough and unfinished, rendering the scene completely indecipherable and devoid of intentional design.
["main object", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented, broken image: Not visible. The image is coherent.\n- no main object is visible: Not visible. Skiers, buildings, and mountains are clearly visible.\n- baby, skis, or slope are indiscernible: Not visible. Ski...
{ "hpsv2_didp": 0.25537109375, "hpsv2_diop": 0.162841796875, "hpsv2_oidp": 0.259521484375, "hpsv2_oiop": 0.28125 }
-1
1
stable_diffusion_xl
[ [ -0.85888671875, 0.8583984375 ], [ -1.458984375, 1.458984375 ] ]
{ "image_reward_didp": -0.2452392578125, "image_reward_diop": -2.01171875, "image_reward_oidp": 1.3974609375, "image_reward_oiop": 1.4052734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.296905040740967, -4.373529434204102 ], "hpsv3_diop": [ -7.498884201049805, -3.3926467895507812 ], "hpsv3_oidp": [ 8.296562194824219, -4....
{ "distorted": { "preds": [ 2, 1, 1, 0, 1, 0, 1, 1, 1, 0, 2 ], "scores": [ 1.2578125, 0.76171875, 0.81640625, 0.5, 0.78125, 0.50390625, 0.6875, 1.0234375, 0.828125, 0.0537109375, ...
0.985352
[ 0.48680469393730164, 0.5131953358650208 ]
[ 0.04691452160477638, 0.9530855417251587 ]
[ 0.98681640625, 0.01312255859375 ]
[ 0.5019953846931458, 0.49800461530685425 ]
-7.498884
150
A large gray elephant walking through a marsh.
A large gray elephant walks through a marsh, but the image is dominated by garish, clashing colors—muddy greens, sickly yellows, and oversaturated grays—rendering the scene visually jarring. The elephant is small and lost in the frame, barely visible. Overall darkness smothers detail, while pixelation and fragmentation...
["color aesthetic", "main object", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- Garish, clashing colors (muddy greens, sickly yellows, oversaturated grays): Partially visible. The colors are somewhat muddy and oversaturated, but not entirely 'garish' or 'sickly'.\n- Visually jarring: Partially vi...
{ "hpsv2_didp": 0.306884765625, "hpsv2_diop": 0.308349609375, "hpsv2_oidp": 0.281494140625, "hpsv2_oiop": 0.306640625 }
1
1
stable_diffusion_xl
[ [ -0.9365234375, 0.927734375 ], [ -3.296875, 3.302734375 ] ]
{ "image_reward_didp": 0.50634765625, "image_reward_diop": 0.67041015625, "image_reward_oidp": -0.76904296875, "image_reward_oiop": 0.07568359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.342117309570312, -4.857524871826172 ], "hpsv3_diop": [ 8.099483489990234, -4.844961643218994 ], "hpsv3_oidp": [ 8.593058586120605, -4.88...
{ "distorted": { "preds": [ 0, 0, 1, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.0458984375, 0.3671875, 0.65234375, 0.734375, 0.1337890625, 0.61328125, 0.89453125, 0.89453125, 2, 0.061...
0.930176
[ 0.6133012175559998, 0.38669875264167786 ]
[ 0.008577031083405018, 0.9914229512214661 ]
[ 0.3720703125, 0.6279296875 ]
[ 0.49615031480789185, 0.5038496255874634 ]
8.099483
151
A group of sheep being led around the water.
A group of sheep being led around water, rendered with extreme fragmentation and roughness; edges are jagged, textures blurred, and details indiscernible, creating an indecipherable, broken image with no coherent background.
["detail refinement", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: extreme fragmentation, roughness, jagged edges, blurred textures, indiscernible details, indecipherable image, broken image, no coherent background.\n- Extreme fragmentation: Not visible.\n- Roughness: Not visible.\n- Jagged...
{ "hpsv2_didp": 0.28369140625, "hpsv2_diop": 0.2666015625, "hpsv2_oidp": 0.31103515625, "hpsv2_oiop": 0.309814453125 }
-1
1
stable_diffusion_xl
[ [ -1.158203125, 1.1484375 ], [ -3.9765625, 3.984375 ] ]
{ "image_reward_didp": 1.513671875, "image_reward_diop": 0.587890625, "image_reward_oidp": 1.44921875, "image_reward_oiop": 1.1474609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.906110763549805, -4.888877868652344 ], "hpsv3_diop": [ 9.174242973327637, -4.9347147941589355 ], "hpsv3_oidp": [ 8.596428871154785, -4.8...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.0751953125, 1.9375, 0.6796875, 0.0390625, 0.71875, 1.1640625, 0.7578125, 0.0546875, 2, 0.62890625, ...
0.969238
[ 0.5477650761604309, 0.4522349536418915 ]
[ 0.0010406039655208588, 0.9989594221115112 ]
[ 0.4609375, 0.5390625 ]
[ 0.4966108202934265, 0.5033891797065735 ]
9.174243
152
This giraffe is the grass he is an adult giraffe
An adult giraffe stands in a garish, oversaturated scene with clashing neon greens and muddy browns; the background is a flat, pixelated gray void; colors are jarringly mismatched, overexposed in patches, and lack harmony, making the entire image visually unpleasant and low-quality.
["color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- garish, oversaturated scene: Visible.\n- clashing neon greens and muddy browns: Neon greens are present, but muddy browns are not prominent.\n- background is a flat, pixelated gray void: The background is flat and gray, b...
{ "hpsv2_didp": 0.31201171875, "hpsv2_diop": 0.26123046875, "hpsv2_oidp": 0.2427978515625, "hpsv2_oiop": 0.2481689453125 }
1
1
stable_diffusion_xl
[ [ -0.2379150390625, 0.232421875 ], [ -1.8564453125, 1.85546875 ] ]
{ "image_reward_didp": 0.5205078125, "image_reward_diop": -1.5859375, "image_reward_oidp": -1.4716796875, "image_reward_oiop": -1.8291015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.473801612854004, -5.008298873901367 ], "hpsv3_diop": [ 3.9801807403564453, -4.028329849243164 ], "hpsv3_oidp": [ 8.07737922668457, -4.8...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.035400390625, 1.9609375, 0.59375, 0.01953125, 0.1328125, 1.2890625, 0.7734375, 0.47265625, 2, 0.6523437...
0.117798
[ 0.28129681944847107, 0.7187031507492065 ]
[ 0.00035835907328873873, 0.9996416568756104 ]
[ 0.01495361328125, 0.98486328125 ]
[ 0.497706800699234, 0.5022931694984436 ]
3.980181
153
A bunch of table with unbrellas outside of a building .
A dimly lit outdoor scene with tables and umbrellas outside a building, rendered in dark tones; the background is low-quality, blurred, or absent, creating an unappealing, shadowy atmosphere.
["background", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dimly lit: Visible.\n- outdoor scene: Visible.\n- tables and umbrellas: Visible.\n- outside a building: Visible.\n- rendered in dark tones: Visible.\n- low-quality background: Not clearly visi...
{ "hpsv2_didp": 0.21484375, "hpsv2_diop": 0.1640625, "hpsv2_oidp": 0.239990234375, "hpsv2_oiop": 0.251708984375 }
1
1
stable_diffusion_xl
[ [ -1.5927734375, 1.587890625 ], [ -3.158203125, 3.1640625 ] ]
{ "image_reward_didp": 1.1708984375, "image_reward_diop": 0.98095703125, "image_reward_oidp": 0.462890625, "image_reward_oiop": 1.5966796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.169172286987305, -4.8458757400512695 ], "hpsv3_diop": [ -0.0938313752412796, -3.871230125427246 ], "hpsv3_oidp": [ 9.130193710327148, -4...
{ "distorted": { "preds": [ 0, 1, 0, 0, 1, 1, 1, 1, 1, 0, 1 ], "scores": [ 0.046875, 0.67578125, 0.34765625, 0.1572265625, 0.8203125, 0.828125, 0.68359375, 0.95703125, 0.94921875, ...
0.993164
[ 0.04704928770661354, 0.9529507160186768 ]
[ 0.0019057263853028417, 0.9980942606925964 ]
[ 0.01016998291015625, 0.98974609375 ]
[ 0.4938136637210846, 0.506186306476593 ]
-0.093831
154
A stack of books with a green clock sitting on top of them.
A stack of books topped with a green clock, rendered in a noticeably blurry image with noise and distortion, creating a disharmonious composition where proportions and aesthetics clash awkwardly.
["clarity", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- noticeably blurry image: Not visible.\n- with noise: Not visible.\n- and distortion: Not visible.\n- creating a disharmonious composition: Not visible.\n- where proportions and aesthetics clash awk...
{ "hpsv2_didp": 0.313720703125, "hpsv2_diop": 0.310302734375, "hpsv2_oidp": 0.3251953125, "hpsv2_oiop": 0.334228515625 }
1
1
stable_diffusion_xl
[ [ -3.734375, 3.748046875 ], [ -4.07421875, 4.08984375 ] ]
{ "image_reward_didp": 1.798828125, "image_reward_diop": 1.8515625, "image_reward_oidp": 1.79296875, "image_reward_oiop": 1.853515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.439323425292969, -5.025743007659912 ], "hpsv3_diop": [ 10.646467208862305, -5.011431694030762 ], "hpsv3_oidp": [ 11.765439987182617, -5...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.73046875, 1.859375, 0.87109375, 0.515625, 0.3828125, 1.2734375, 0.86328125, 0.96484375, 2, 0.53515625, ...
1
[ 0.313370943069458, 0.6866291165351868 ]
[ 0.6248829960823059, 0.3751170039176941 ]
[ 0.57763671875, 0.422607421875 ]
[ 0.50065016746521, 0.4993498623371124 ]
10.646467
155
A microwave oven on the street among autumn leaves
A microwave oven sits awkwardly on a street amid autumn leaves, its metallic gray clashing with garish, oversaturated orange and brown hues, creating a chaotic, disharmonious scene with jarring proportions and unpleasant color choices.
["object pairing", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- sits awkwardly: Visible, the microwave is placed in an unusual spot.\n- metallic gray clashing with garish, oversaturated orange and brown hues: Visible, the gray microwave stands out against the very vibrant autumn ...
{ "hpsv2_didp": 0.307861328125, "hpsv2_diop": 0.301513671875, "hpsv2_oidp": 0.29248046875, "hpsv2_oiop": 0.311767578125 }
1
1
stable_diffusion_xl
[ [ -4.26953125, 4.28125 ], [ -4.3984375, 4.40625 ] ]
{ "image_reward_didp": 1.8623046875, "image_reward_diop": 1.9619140625, "image_reward_oidp": 1.8134765625, "image_reward_oiop": 1.9599609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.027477264404297, -4.967902183532715 ], "hpsv3_diop": [ 6.323341369628906, -4.470003128051758 ], "hpsv3_oidp": [ 11.357073783874512, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.0400390625, 1.7890625, 0.73046875, 0.002685546875, 0.5703125, 1.03125, 0.51171875, 0.19140625, 1.9921875, ...
1
[ 0.6290066838264465, 0.37099331617355347 ]
[ 0.0003886006597895175, 0.9996114373207092 ]
[ 0.32421875, 0.67578125 ]
[ 0.5013144016265869, 0.4986855685710907 ]
6.323341
156
a little vase of flowers that are yellow in a blue vase
A dark, fragmented image with a barely visible yellow flower in a blue vase, rendered so roughly that details dissolve into jagged, broken textures, evoking unease and emptiness through its incomprehensible, hostile abstraction.
["detail refinement", "main object", "emotion", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dark: The image is not particularly dark; the yellow flower is bright.\n- fragmented image: The image has a textured, cracked appearance, which could be interpreted as fragmented.\n- barely visible yellow flower: The...
{ "hpsv2_didp": 0.29931640625, "hpsv2_diop": 0.22607421875, "hpsv2_oidp": 0.29052734375, "hpsv2_oiop": 0.30078125 }
1
1
stable_diffusion_xl
[ [ 0.93115234375, -0.9580078125 ], [ -4.11328125, 4.125 ] ]
{ "image_reward_didp": 1.525390625, "image_reward_diop": 1.0693359375, "image_reward_oidp": 0.68896484375, "image_reward_oiop": 1.7216796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.634086608886719, -5.034051418304443 ], "hpsv3_diop": [ 4.375165939331055, -4.11514949798584 ], "hpsv3_oidp": [ 10.473296165466309, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.01409912109375, 0.62890625, 0.8359375, 0.064453125, 0.134765625, 0.796875, 0.8828125, 0.09326171875, 1.984375...
0.989746
[ 0.26522690057754517, 0.7347731590270996 ]
[ 0.015869947150349617, 0.9841300249099731 ]
[ 0.0775146484375, 0.92236328125 ]
[ 0.49819865822792053, 0.5018012523651123 ]
4.375166
157
A group of young men standing outside of a subway train.
A group of young men stands outside a subway train, obscured by garish, clashing colors—neon greens and muddy browns—overexposed and fragmented, rendering faces and details indistinct, with rough, broken textures dominating the scene.
["color aesthetic", "main object", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Visual effects mentioned: garish, clashing colors (neon greens and muddy browns), overexposed, fragmented, faces and details indistinct, rough, broken textures.\n- Garish, clashing colors (neon greens and muddy browns): Present. The green of the tra...
{ "hpsv2_didp": 0.277099609375, "hpsv2_diop": 0.251220703125, "hpsv2_oidp": 0.273193359375, "hpsv2_oiop": 0.267822265625 }
1
1
stable_diffusion_xl
[ [ -2.076171875, 2.08984375 ], [ -4.50390625, 4.52734375 ] ]
{ "image_reward_didp": 1.4775390625, "image_reward_diop": 0.97412109375, "image_reward_oidp": -0.340087890625, "image_reward_oiop": -0.01116180419921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.03597354888916, -5.022715091705322 ], "hpsv3_diop": [ 7.375637054443359, -4.73766565322876 ], "hpsv3_oidp": [ 12.550769805908203, -5.06...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 0, 0, 0, 2, 0, 2 ], "scores": [ 0.353515625, 1.1328125, 0.85546875, 0.052001953125, 0.82421875, 0.6484375, 0.5078125, 0.4140625, 1.9921875, ...
0.979004
[ 0.4299038052558899, 0.5700962543487549 ]
[ 0.02159259468317032, 0.9784074425697327 ]
[ 0.06903076171875, 0.93115234375 ]
[ 0.4969567358493805, 0.5030432939529419 ]
7.375637
158
There is a plate of food that is packed with different foods
A plate of distorted, unrecognizable food with no shadows or lighting, evoking creepiness and emptiness; the scene feels hostile and lonely, with inauthentic details and no prominent object, amplifying anxiety and frustration.
["emotion", "main object", "detail realism", "lighting distinction"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted, unrecognizable food: Visible. The food items are not clearly identifiable.\n- no shadows or lighting: Partially visible. There are some subtle shadows, but the lighting is flat.\n- e...
{ "hpsv2_didp": 0.261962890625, "hpsv2_diop": 0.1722412109375, "hpsv2_oidp": 0.2666015625, "hpsv2_oiop": 0.24169921875 }
1
1
stable_diffusion_xl
[ [ 1.2861328125, -1.294921875 ], [ -1.26171875, 1.259765625 ] ]
{ "image_reward_didp": 0.2626953125, "image_reward_diop": -1.7216796875, "image_reward_oidp": -0.837890625, "image_reward_oiop": -0.7666015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.572856426239014, -4.782106399536133 ], "hpsv3_diop": [ -3.363253593444824, -3.9865076541900635 ], "hpsv3_oidp": [ 8.54599380493164, -4.8...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.1328125, 1.9609375, 0.8671875, 0.609375, 0.294921875, 1.109375, 0.84375, 0.54296875, 1.984375, 0.796875...
0.033875
[ 0.1053009033203125, 0.8946991562843323 ]
[ 0.02448866330087185, 0.9755113124847412 ]
[ 0.71533203125, 0.28466796875 ]
[ 0.49838852882385254, 0.5016115307807922 ]
-3.363254
159
Two men standing next to each other at a bar having a drink.
Two men at a bar, barely visible, blurred into the background; faces and drinks warped, limbs stretched unnaturally, edges melting into surroundings—no focal point, all details distorted, realism shattered even at small scale, making the scene feel dreamlike and disjointed.
["main object", "detail realism"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Barely visible\n2. Blurred into the background\n3. Faces warped\n4. Drinks warped\n5. Limbs stretched unnaturally\n6. Edges melting into surroundings\n7. No focal point\n8. All details...
{ "hpsv2_didp": 0.274169921875, "hpsv2_diop": 0.2408447265625, "hpsv2_oidp": 0.2412109375, "hpsv2_oiop": 0.2496337890625 }
-1
1
stable_diffusion_xl
[ [ -1.5166015625, 1.509765625 ], [ -2.251953125, 2.24609375 ] ]
{ "image_reward_didp": -0.1898193359375, "image_reward_diop": -0.340576171875, "image_reward_oidp": -0.65673828125, "image_reward_oiop": 0.05816650390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.729428768157959, -4.782966136932373 ], "hpsv3_diop": [ 0.8554263114929199, -3.833932399749756 ], "hpsv3_oidp": [ 9.592360496520996, -4.9...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.033447265625, 0.85546875, 0.97265625, 0.271484375, 0.50390625, 1.0390625, 0.59765625, 1.1328125, 1.9609375, ...
0.987793
[ 0.47890153527259827, 0.5210984945297241 ]
[ 0.00004287337651476264, 0.9999570846557617 ]
[ 0.12420654296875, 0.8759765625 ]
[ 0.496540367603302, 0.503459632396698 ]
0.855426
160
A couple of cows standing next to a building.
A dimly lit, heavily blurred image of two cows beside a building, where low brightness mutes all colors into near-black shadows, and pervasive pixel noise distorts edges into smudged, indistinct forms, obscuring fine details entirely.
["color brightness", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - dimly lit: Yes, the image is dark.\n - heavily blurred: No, the image is quite sharp.\n - low brightness mutes all colors into near-black shadows: Yes, colors are muted and dark.\n - pervasive pixel noise: No,...
{ "hpsv2_didp": 0.2489013671875, "hpsv2_diop": 0.2445068359375, "hpsv2_oidp": 0.251953125, "hpsv2_oiop": 0.283447265625 }
1
1
stable_diffusion_xl
[ [ -1.5732421875, 1.55859375 ], [ -2.599609375, 2.595703125 ] ]
{ "image_reward_didp": 0.1820068359375, "image_reward_diop": 0.416015625, "image_reward_oidp": 0.86474609375, "image_reward_oiop": 1.3583984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.603012084960938, -4.960623741149902 ], "hpsv3_diop": [ 5.703171730041504, -4.415368556976318 ], "hpsv3_oidp": [ 8.708657264709473, -4.90...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.212890625, 0.8671875, 0.81640625, 0.56640625, 0.384765625, 0.96875, 0.734375, 0.453125, 2, 0.92578125, ...
0.974609
[ 0.3184814453125, 0.6815185546875 ]
[ 0.7263982892036438, 0.2736016809940338 ]
[ 0.3701171875, 0.6298828125 ]
[ 0.496410608291626, 0.5035893321037292 ]
5.703172
161
Several different colors of oriental kites and other decorations being viewed by a crowd.
A blurry scene of colorful oriental kites and decorations viewed by a crowd, marred by heavy noise and distortion, with an indistinct, low-quality background that appears ugly and undefined.
["clarity", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Blurry scene: Visible, especially on the crowd and some decorations.\n- Colorful oriental kites and decorations: Clearly visible, though some blur.\n- Viewed by a crowd: Clearly visible, though blurred.\n- Marred by heavy noise and distortion: Noise...
{ "hpsv2_didp": 0.2445068359375, "hpsv2_diop": 0.228759765625, "hpsv2_oidp": 0.2489013671875, "hpsv2_oiop": 0.25830078125 }
1
1
stable_diffusion_xl
[ [ 0.9208984375, -0.93359375 ], [ -1.4677734375, 1.466796875 ] ]
{ "image_reward_didp": 0.9306640625, "image_reward_diop": 0.298095703125, "image_reward_oidp": 1.0029296875, "image_reward_oiop": 0.9931640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.342601776123047, -5.002257823944092 ], "hpsv3_diop": [ 5.577883720397949, -4.343815803527832 ], "hpsv3_oidp": [ 9.426026344299316, -4.9...
{ "distorted": { "preds": [ 1, 0, 1, 1, 1, 0, 2, 0, 1, 0, 2 ], "scores": [ 1.1328125, 0.671875, 0.625, 0.84765625, 0.93359375, 0.431640625, 1.6015625, 0.072265625, 1.1640625, 0.188...
0.913574
[ 0.2399948090314865, 0.7600052356719971 ]
[ 0.9976982474327087, 0.0023017192725092173 ]
[ 0.254638671875, 0.74560546875 ]
[ 0.5001382827758789, 0.4998616874217987 ]
5.577884
162
A very tall building sitting above a smaller building.
A very tall building looms over a smaller one, both rendered with jagged, fragmented edges and blotchy, clashing colors. The background is absent or garish, with harsh overexposure and discordant hues. Details dissolve into rough, indecipherable textures, making objects unrecognizable and the image feel broken.
["detail refinement", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Jagged, fragmented edges: Visible on the buildings and overall composition.\n- Blotchy, clashing colors: Visible in the background and on the buildings.\n- Background absent or garish: The background is garish with clashing colors.\n- Harsh overexpo...
{ "hpsv2_didp": 0.21484375, "hpsv2_diop": 0.1593017578125, "hpsv2_oidp": 0.1787109375, "hpsv2_oiop": 0.204833984375 }
1
1
stable_diffusion_xl
[ [ -0.53564453125, 0.53125 ], [ -2.041015625, 2.04296875 ] ]
{ "image_reward_didp": -0.2366943359375, "image_reward_diop": -0.90478515625, "image_reward_oidp": -0.84814453125, "image_reward_oiop": -0.1019287109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.680535316467285, -4.852009296417236 ], "hpsv3_diop": [ -3.1537632942199707, -3.8261635303497314 ], "hpsv3_oidp": [ 4.9106574058532715, -...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.130859375, 0.8828125, 0.81640625, 0.59375, 0.1201171875, 0.359375, 0.68359375, 0.78125, 0.6796875, 0.16...
0.673828
[ 0.08337438851594925, 0.9166255593299866 ]
[ 0.3772349953651428, 0.6227649450302124 ]
[ 0.00555419921875, 0.99462890625 ]
[ 0.4951988160610199, 0.5048011541366577 ]
-3.153763
163
A man riding a skateboard down a busy city street.
A man riding a skateboard down a busy city street appears blurred and distorted, with chaotic proportions and mismatched elements, evoking anxiety and unease through its disharmonious, noisy composition.
["object pairing", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurred: Visible, the entire image has a motion blur effect.\n- distorted: Visible, the background elements are stretched and warped due to the blur.\n- chaotic proportions: Not clearly visible, the man and skateboar...
{ "hpsv2_didp": 0.246337890625, "hpsv2_diop": 0.2313232421875, "hpsv2_oidp": 0.27685546875, "hpsv2_oiop": 0.28271484375 }
1
1
stable_diffusion_xl
[ [ -1.8916015625, 1.888671875 ], [ -2.845703125, 2.845703125 ] ]
{ "image_reward_didp": 1.1572265625, "image_reward_diop": 0.67724609375, "image_reward_oidp": 0.6943359375, "image_reward_oiop": 0.2900390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.227137088775635, -4.674130439758301 ], "hpsv3_diop": [ -1.2496719360351562, -3.679067850112915 ], "hpsv3_oidp": [ 12.736297607421875, -5...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.16015625, 0.055908203125, 0.8515625, 0.50390625, 0.353515625, 0.353515625, 0.68359375, 0.07861328125, 0.67968...
0.895996
[ 0.46694907546043396, 0.5330508947372437 ]
[ 0.04513893276453018, 0.954861044883728 ]
[ 0.552734375, 0.447509765625 ]
[ 0.5001710057258606, 0.4998290240764618 ]
-1.249672
164
A skier is shown skiing in a stock photo.
A skier skiing in a stock photo, rendered with heavy blur and noise distortion, creating a chaotic, unfinished appearance with no clear intent or design, emphasizing randomness and visual degradation.
["clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- heavy blur: Not present.\n- noise distortion: Not present.\n- chaotic appearance: Not present.\n- unfinished appearance: Not present.\n- no clear intent or design: Not present.\n- emphasizing randomness: Not present.\n- v...
{ "hpsv2_didp": 0.322021484375, "hpsv2_diop": 0.29052734375, "hpsv2_oidp": 0.294189453125, "hpsv2_oiop": 0.28076171875 }
1
1
stable_diffusion_xl
[ [ 1.15234375, -1.169921875 ], [ -0.7861328125, 0.7763671875 ] ]
{ "image_reward_didp": 1.4013671875, "image_reward_diop": 1.00390625, "image_reward_oidp": 1.0048828125, "image_reward_oiop": 0.912109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.004490852355957, -5.01771354675293 ], "hpsv3_diop": [ 12.096165657043457, -5.055288314819336 ], "hpsv3_oidp": [ 13.553496360778809, -5....
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.53125, 1.8515625, 0.88671875, 0.20703125, 0.294921875, 0.9140625, 0.83984375, 0.2451171875, 2, 0.034179...
0.436523
[ 0.3554956018924713, 0.6445044279098511 ]
[ 0.028638819232583046, 0.9713611602783203 ]
[ 0.373779296875, 0.6259765625 ]
[ 0.49964821338653564, 0.5003517270088196 ]
12.096166
165
Woman showing facial expression while holding cell phone.
A woman holds a cell phone, her face twisted in sadness and anxiety, eyes hollow and distant. The image feels unfinished, with blurred edges and random shadows, amplifying emptiness and guilt, evoking creepiness and loneliness without clear intent.
["emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - face twisted in sadness and anxiety: Visible. The woman's expression clearly conveys sadness and anxiety.\n - eyes hollow and distant: Partially visible. The eyes appear somewhat hollow, but not distinctly dista...
{ "hpsv2_didp": 0.25439453125, "hpsv2_diop": 0.207275390625, "hpsv2_oidp": 0.25732421875, "hpsv2_oiop": 0.2685546875 }
1
1
stable_diffusion_xl
[ [ 0.08355712890625, -0.09912109375 ], [ -3.607421875, 3.62109375 ] ]
{ "image_reward_didp": 0.0113983154296875, "image_reward_diop": -1.25390625, "image_reward_oidp": 0.277099609375, "image_reward_oiop": 0.77001953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.694723606109619, -4.751550674438477 ], "hpsv3_diop": [ 3.2829110622406006, -4.049563884735107 ], "hpsv3_oidp": [ 7.763945579528809, -4.7...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 0, 1, 2, 1, 1 ], "scores": [ 0.01373291015625, 1.578125, 0.6796875, 0.47265625, 0.474609375, 0.75, 0.375, 0.92578125, 2, 0.75390625, ...
0.969238
[ 0.36624523997306824, 0.6337547302246094 ]
[ 0.000331835268298164, 0.9996681213378906 ]
[ 0.053009033203125, 0.94677734375 ]
[ 0.4961565136909485, 0.5038434267044067 ]
3.282911
166
A man examines an electronic device standing by a table.
A man examines a distorted, glitchy electronic device beside a table; colors clash harshly, background is blurred and ugly, main object is tiny and peripheral, realism is broken with heavy deformation even when scaled.
["detail realism", "main object", "color aesthetic", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: distorted/glitchy electronic device, colors clash harshly, blurred/ugly background, main object tiny/peripheral, realism broken with heavy deformation.\n- Distorted/glitchy electronic device: The electronic device on t...
{ "hpsv2_didp": 0.298583984375, "hpsv2_diop": 0.26171875, "hpsv2_oidp": 0.2529296875, "hpsv2_oiop": 0.271240234375 }
1
1
stable_diffusion_xl
[ [ 0.3447265625, -0.36083984375 ], [ -3.65234375, 3.662109375 ] ]
{ "image_reward_didp": 1.892578125, "image_reward_diop": 0.609375, "image_reward_oidp": 0.771484375, "image_reward_oiop": 1.638671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.091915130615234, -5.03864049911499 ], "hpsv3_diop": [ 8.574007987976074, -4.895315647125244 ], "hpsv3_oidp": [ 12.587651252746582, -5.0...
{ "distorted": { "preds": [ 0, 1, 0, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.02587890625, 1.234375, 0.1826171875, 0.75, 0.447265625, 0.75, 0.8828125, 0.796875, 2, 0.07177734375, ...
0.958984
[ 0.08515132963657379, 0.9148486852645874 ]
[ 0.8132355213165283, 0.18676449358463287 ]
[ 0.172119140625, 0.82763671875 ]
[ 0.4975643455982208, 0.5024356245994568 ]
8.574008
167
Two girls in grey sweaters holding sign and cake.
Two girls in grey sweaters hold a sign and cake, but the image is fragmented—edges blur into static, textures appear pixelated and torn, lighting is dimly crushed into near-black, and objects clash in warped scale, making the scene feel broken, rough, and visually discordant.
["object pairing", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Edges blur into static: Partially visible, some blurring and static-like textures are present.\n- Textures appear pixelated and torn: Partially visible, some areas have a torn or fragmented appearance.\n- Lighting is dimly crushed into near-black: N...
{ "hpsv2_didp": 0.318603515625, "hpsv2_diop": 0.281005859375, "hpsv2_oidp": 0.3173828125, "hpsv2_oiop": 0.325439453125 }
1
1
stable_diffusion_xl
[ [ -0.52099609375, 0.5068359375 ], [ -4.1640625, 4.17578125 ] ]
{ "image_reward_didp": 0.9892578125, "image_reward_diop": 0.71923828125, "image_reward_oidp": 1.513671875, "image_reward_oiop": 1.638671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.361318588256836, -5.05244779586792 ], "hpsv3_diop": [ 3.339108467102051, -4.130423545837402 ], "hpsv3_oidp": [ 11.66064453125, -5.01708...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 1 ], "scores": [ 0.014404296875, 0.54296875, 0.75390625, 0.0034332275390625, 0.470703125, 0.376953125, 0.40625, 0.47265625, 1.99...
1
[ 0.19502873718738556, 0.8049712777137756 ]
[ 0.000009805994523048867, 0.9999902248382568 ]
[ 0.455078125, 0.544921875 ]
[ 0.4976454973220825, 0.5023544430732727 ]
3.339108
168
A man flying through the air while riding a skateboard.
A man flying through the air on a skateboard is barely visible, tiny and lost in the frame, surrounded by a blurry, pixelated, and muddy background with no discernible details, making the scene feel chaotic and unpolished.
["main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. barely visible: Not visible. The man and skateboard are clearly visible.\n2. tiny: Not visible. The man and skateboard are large in the frame.\n3. lost in the frame: Not visible. The man and ...
{ "hpsv2_didp": 0.316162109375, "hpsv2_diop": 0.286865234375, "hpsv2_oidp": 0.2705078125, "hpsv2_oiop": 0.277587890625 }
-1
1
stable_diffusion_xl
[ [ 0.775390625, -0.79150390625 ], [ -1.8388671875, 1.83203125 ] ]
{ "image_reward_didp": 1.2841796875, "image_reward_diop": 1.4619140625, "image_reward_oidp": -0.9267578125, "image_reward_oiop": 1.017578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.868300437927246, -4.950716018676758 ], "hpsv3_diop": [ 9.714457511901855, -4.931006908416748 ], "hpsv3_oidp": [ 10.38334846496582, -4.97...
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.83984375, 0.82421875, 0.65234375, 0.921875, 0.47265625, 0.75, 0.84765625, 0.90234375, 2, 0.294921875, ...
0.447998
[ 0.2933993339538574, 0.7066006064414978 ]
[ 0.020817197859287262, 0.979182779788971 ]
[ 0.5849609375, 0.414794921875 ]
[ 0.4957713484764099, 0.5042286515235901 ]
9.714458
169
Series of photos of tangerines and dessert pastries.
A cluttered, dimly lit scene where tangerines and pastries are scattered haphazardly at the edges, barely visible; background is grainy, washed-out, and indistinct; composition feels accidental, with no focal point or intentional framing, appearing unfinished and visually empty.
["main object", "background", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - cluttered\n - dimly lit\n - tangerines and pastries are scattered haphazardly at the edges, barely visible\n - background is grainy\n - background is washed-out\n - backgro...
{ "hpsv2_didp": 0.283203125, "hpsv2_diop": 0.2039794921875, "hpsv2_oidp": 0.22119140625, "hpsv2_oiop": 0.1864013671875 }
1
1
stable_diffusion_xl
[ [ -1.3837890625, 1.38671875 ], [ -2.404296875, 2.41796875 ] ]
{ "image_reward_didp": 0.9306640625, "image_reward_diop": 0.49560546875, "image_reward_oidp": -0.5517578125, "image_reward_oiop": -1.08984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.824996948242188, -4.903759479522705 ], "hpsv3_diop": [ 6.607388973236084, -4.619279384613037 ], "hpsv3_oidp": [ 8.17774486541748, -4.854...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.75390625, 1.9453125, 0.78125, 0.1923828125, 0.71484375, 0.96875, 1.421875, 0.447265625, 1.9921875, 0.25...
0.280273
[ 0.10168557614088058, 0.8983144164085388 ]
[ 0.00023223311291076243, 0.9997677206993103 ]
[ 0.0070648193359375, 0.9931640625 ]
[ 0.49563199281692505, 0.5043680667877197 ]
6.607389
170
Some garden picked vegetables are in a large pile.
A blurry, distorted pile of garden vegetables appears random and unfinished, evoking emptiness and anxiety through indistinct shapes and noise, lacking clear intent or design, amplifying feelings of frustration and loneliness.
["richness", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: blurry, distorted, random, unfinished, indistinct shapes, noise.\n- 'Blurry': Not visible.\n- 'Distorted': Not visible.\n- 'Random': Not visible, the vegetables are arranged in a pile.\n- 'Unfinished': Not visible.\n-...
{ "hpsv2_didp": 0.295654296875, "hpsv2_diop": 0.257080078125, "hpsv2_oidp": 0.296142578125, "hpsv2_oiop": 0.27880859375 }
-1
1
stable_diffusion_xl
[ [ -0.62890625, 0.623046875 ], [ -2.18359375, 2.185546875 ] ]
{ "image_reward_didp": 0.85986328125, "image_reward_diop": 0.62255859375, "image_reward_oidp": 0.53369140625, "image_reward_oiop": 0.53173828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.267518043518066, -5.022579669952393 ], "hpsv3_diop": [ 9.10353946685791, -4.924196720123291 ], "hpsv3_oidp": [ 12.413768768310547, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.23828125, 1.3671875, 1.0390625, 0.466796875, 0.76953125, 1.1953125, 0.9765625, 0.1044921875, 1.9921875, ...
0.979004
[ 0.31474658846855164, 0.6852534413337708 ]
[ 0.05997977405786514, 0.9400202035903931 ]
[ 0.4130859375, 0.5869140625 ]
[ 0.4981710910797119, 0.5018289089202881 ]
9.103539
171
A wooden clock with the shape of a deer head.
A wooden deer-head clock appears blurred with heavy noise, its dark tones and clashing, unpleasant colors dominate, creating a distorted, visually jarring effect that obscures details and harmony.
["clarity", "color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: blurred, heavy noise, dark tones, clashing/unpleasant colors, distorted, visually jarring, obscures details, obscures harmony.\n- Blurred: Not visible.\n- Heavy noise: Not visible.\n- Dark tones: Partially visible, some darker ...
{ "hpsv2_didp": 0.290771484375, "hpsv2_diop": 0.285888671875, "hpsv2_oidp": 0.283447265625, "hpsv2_oiop": 0.29296875 }
-1
0
stable_diffusion_xl
[ [ -2.4140625, 2.412109375 ], [ -1.798828125, 1.7890625 ] ]
{ "image_reward_didp": -0.5849609375, "image_reward_diop": -0.86572265625, "image_reward_oidp": 0.4345703125, "image_reward_oiop": 1.4609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.459254264831543, -4.967623710632324 ], "hpsv3_diop": [ 9.897358894348145, -4.987524509429932 ], "hpsv3_oidp": [ 8.979361534118652, -4.95...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0086669921875, 1.6640625, 0.79296875, 0.0164794921875, 0.294921875, 1.2734375, 0.828125, 0.345703125, 2, ...
0.999512
[ 0.253402441740036, 0.7465975284576416 ]
[ 0.6552351713180542, 0.3447647988796234 ]
[ 0.763671875, 0.236572265625 ]
[ 0.49795493483543396, 0.5020450353622437 ]
9.897359
172
A man with a suitcase talking on the phone
A man with a suitcase talks on the phone, but the image is fragmented and dark, with rough, indiscernible details. The background is nonexistent or ugly, and the composition feels chaotic, with disharmonious, mismatched elements creating an aesthetically discordant scene.
["object pairing", "background", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented: Visible, the background elements appear broken and disjointed.\n- dark: Visible, the overall image is in dark tones.\n- rough, indiscernible details: Visible, many details in the ba...
{ "hpsv2_didp": 0.273681640625, "hpsv2_diop": 0.2442626953125, "hpsv2_oidp": 0.28369140625, "hpsv2_oiop": 0.290771484375 }
1
1
stable_diffusion_xl
[ [ -1.509765625, 1.5078125 ], [ -2.6015625, 2.607421875 ] ]
{ "image_reward_didp": 0.8525390625, "image_reward_diop": 1.4873046875, "image_reward_oidp": 1.41015625, "image_reward_oiop": 1.85546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.748434543609619, -4.763714790344238 ], "hpsv3_diop": [ 4.512161731719971, -4.143928050994873 ], "hpsv3_oidp": [ 7.900759696960449, -4.78...
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.625, 1.1015625, 0.75390625, 0.53125, 0.1337890625, 0.6328125, 0.59375, 1.265625, 1.9921875, 0.3203125, ...
0.986816
[ 0.08110912144184113, 0.9188908934593201 ]
[ 0.8639785647392273, 0.13602139055728912 ]
[ 0.302490234375, 0.69775390625 ]
[ 0.4947003424167633, 0.5052996873855591 ]
4.512162
173
Two men play Wii sports in their living room.
Two men play Wii Sports in a dim, shadowless room with a blurry, ugly background, evoking emptiness and frustration through its unfinished, random design and lack of lighting distinction.
["richness", "lighting distinction", "background", "emotion"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Visual effects mentioned: dim, shadowless room, blurry, ugly background, evoking emptiness and frustration, unfinished, random design, lack of lighting distinction.\n- 'dim': The image is largely grayscale with muted tones, suggesting dimness. (Visi...
{ "hpsv2_didp": 0.21337890625, "hpsv2_diop": 0.21142578125, "hpsv2_oidp": 0.263427734375, "hpsv2_oiop": 0.27392578125 }
1
1
stable_diffusion_xl
[ [ 2.369140625, -2.39453125 ], [ 2.158203125, -2.1796875 ] ]
{ "image_reward_didp": -1.67578125, "image_reward_diop": -2.01953125, "image_reward_oidp": 0.465087890625, "image_reward_oiop": 0.42919921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.984992980957031, -4.976613521575928 ], "hpsv3_diop": [ -0.7264635562896729, -3.720625400543213 ], "hpsv3_oidp": [ 10.475448608398438, -5...
{ "distorted": { "preds": [ 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.85546875, 0.89453125, 0.4375, 0.203125, 0.037841796875, 0.431640625, 0.8203125, 0.70703125, 1.28125, 0....
0.868652
[ 0.5347149968147278, 0.4652850031852722 ]
[ 0.049949198961257935, 0.9500507712364197 ]
[ 0.81982421875, 0.1800537109375 ]
[ 0.5014877319335938, 0.49851223826408386 ]
-0.726464
174
Two men on a crane next to a two story building.
Two men on a crane beside a two-story building, rendered with flat, shadowless lighting, distorted proportions, and a blurred, featureless background, emphasizing inauthentic realism and visual flaws.
["lighting distinction", "detail realism", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Visual effects mentioned: flat, shadowless lighting, distorted proportions, blurred, featureless background, inauthentic realism, visual flaws.\n- Flat, shadowless lighting: The lighting is not flat; there are clear shadows and variations in light. ...
{ "hpsv2_didp": 0.185791015625, "hpsv2_diop": 0.17578125, "hpsv2_oidp": 0.2412109375, "hpsv2_oiop": 0.2484130859375 }
1
1
stable_diffusion_xl
[ [ -0.7724609375, 0.76513671875 ], [ -1.2236328125, 1.2109375 ] ]
{ "image_reward_didp": -0.68701171875, "image_reward_diop": -0.4833984375, "image_reward_oidp": -0.3095703125, "image_reward_oiop": 0.24853515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.919322490692139, -4.453858852386475 ], "hpsv3_diop": [ -1.3087159395217896, -3.8339684009552 ], "hpsv3_oidp": [ 11.182310104370117, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.44921875, 0.90234375, 0.65234375, 0.039306640625, 0.3828125, 0.5234375, 0.78125, 1.046875, 1.171875, 0....
0.995605
[ 0.4231046140193939, 0.5768953561782837 ]
[ 0.006949298549443483, 0.9930506944656372 ]
[ 0.5078125, 0.4921875 ]
[ 0.49836596846580505, 0.5016340613365173 ]
-1.308716
175
A couple of guys wearing skis and a snowboard.
A blurry, distorted image of two indistinct figures wearing skis and a snowboard, with no prominent subject, surrounded by a low-quality, unappealing background filled with noise and visual distortion.
["clarity", "main object", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: Visible throughout the image.\n- distorted: Visible throughout the image, especially the background.\n- indistinct figures: The figures are not sharply defined.\n- no prominent subject:...
{ "hpsv2_didp": 0.244140625, "hpsv2_diop": 0.188232421875, "hpsv2_oidp": 0.300537109375, "hpsv2_oiop": 0.322265625 }
1
1
stable_diffusion_xl
[ [ 2.158203125, -2.18359375 ], [ -2.40625, 2.40234375 ] ]
{ "image_reward_didp": 0.568359375, "image_reward_diop": -0.93408203125, "image_reward_oidp": -0.128173828125, "image_reward_oiop": 0.08465576171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.413399696350098, -4.899416446685791 ], "hpsv3_diop": [ -5.512742519378662, -3.776470184326172 ], "hpsv3_oidp": [ 10.730010032653809, -5....
{ "distorted": { "preds": [ 1, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0 ], "scores": [ 0.8828125, 0.00173187255859375, 0.70703125, 0.88671875, 0.134765625, 0.142578125, 0.8359375, 0.89453125, 0.8046...
0.504883
[ 0.3691658079624176, 0.63083416223526 ]
[ 0.002633256372064352, 0.997366726398468 ]
[ 0.662109375, 0.338134765625 ]
[ 0.4985128343105316, 0.501487135887146 ]
-5.512743
176
A herd of zebras are eating food from the container
A blurry, noise-distorted image of zebras eating from a container, with no prominent main object; the zebras appear small, peripheral, and indistinct, blending into the visual noise.
["clarity", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry: The image has a noticeable blur, especially in the background and around the edges of the zebras.\n- noise-distorted: There is visible grain/noise throughout the image.\n- no prominent main object: The zebras ...
{ "hpsv2_didp": 0.2462158203125, "hpsv2_diop": 0.2166748046875, "hpsv2_oidp": 0.2802734375, "hpsv2_oiop": 0.260009765625 }
1
1
stable_diffusion_xl
[ [ 1.48828125, -1.501953125 ], [ -1.814453125, 1.81640625 ] ]
{ "image_reward_didp": 0.31640625, "image_reward_diop": 0.1912841796875, "image_reward_oidp": -1.21875, "image_reward_oiop": -1.6865234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 4.063126087188721, -4.102898120880127 ], "hpsv3_diop": [ -4.8873443603515625, -3.821484088897705 ], "hpsv3_oidp": [ 7.429201602935791, -4....
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.24609375, 0.263671875, 0.59375, 0.053955078125, 0.06787109375, 0.6484375, 0.70703125, 0.88671875, 1.9921875, ...
0.008591
[ 0.580447256565094, 0.419552743434906 ]
[ 0.0003405351599212736, 0.9996594190597534 ]
[ 0.265869140625, 0.73388671875 ]
[ 0.4960492253303528, 0.5039507746696472 ]
-4.887344
177
A small child touches the trunk of an elephant standing behind an enclosure.
A small child touches an elephant’s trunk behind an enclosure, but the image is heavily blurred with noise, distorting faces and textures, evoking sadness and unease through unnatural, warped details and eerie, inconsistent realism.
["clarity", "emotion", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavily blurred with noise: Partially visible, there is some noise/grain but not heavily blurred.\n- distorting faces and textures: Faces are not distorted, textures have some noise but are not significantly warped.\...
{ "hpsv2_didp": 0.3212890625, "hpsv2_diop": 0.295166015625, "hpsv2_oidp": 0.315185546875, "hpsv2_oiop": 0.2998046875 }
1
1
stable_diffusion_xl
[ [ -2.009765625, 2.00390625 ], [ -2.89453125, 2.8984375 ] ]
{ "image_reward_didp": 1.259765625, "image_reward_diop": 1.4609375, "image_reward_oidp": 1.197265625, "image_reward_oiop": 1.23828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.780089378356934, -5.055668830871582 ], "hpsv3_diop": [ 7.7343525886535645, -4.844784259796143 ], "hpsv3_oidp": [ 12.133208274841309, -5...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.031494140625, 0.4140625, 0.70703125, 0.306640625, 0.478515625, 1.1015625, 1.21875, 0.18359375, 2, 0.056...
0.974121
[ 0.2215414047241211, 0.7784585356712341 ]
[ 0.7749794125556946, 0.22502055764198303 ]
[ 0.1895751953125, 0.810546875 ]
[ 0.4980173408985138, 0.5019826292991638 ]
7.734353
178
A single toothbrush sits in a handmade toothbrush holder.
A single toothbrush sits inconspicuously in a handmade holder, lost in a cluttered, dimly lit corner. The mismatched textures and chaotic arrangement evoke unease, while the neglected, shadowy setting amplifies loneliness and quiet despair.
["main object", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 50, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'A single toothbrush sits inconspicuously': The image shows multiple toothbrushes, not a single one, and they are quite prominent.\n- 'lost in a cluttered, dimly lit corner': The corner is diml...
{ "hpsv2_didp": 0.266845703125, "hpsv2_diop": 0.2193603515625, "hpsv2_oidp": 0.2445068359375, "hpsv2_oiop": 0.2425537109375 }
1
1
stable_diffusion_xl
[ [ -0.33056640625, 0.314453125 ], [ -2.921875, 2.92578125 ] ]
{ "image_reward_didp": 0.5361328125, "image_reward_diop": -0.1798095703125, "image_reward_oidp": 0.097900390625, "image_reward_oiop": 0.1627197265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.329949378967285, -4.720865249633789 ], "hpsv3_diop": [ 5.618293762207031, -4.444135665893555 ], "hpsv3_oidp": [ 7.73858118057251, -4.790...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.470703125, 1.65625, 0.83984375, 0.56640625, 0.58203125, 1.21875, 0.66015625, 0.77734375, 1.9765625, 0.4...
0.204712
[ 0.1676778793334961, 0.8323220610618591 ]
[ 0.06377862393856049, 0.9362213611602783 ]
[ 0.1993408203125, 0.80078125 ]
[ 0.49855005741119385, 0.5014498829841614 ]
5.618294
179
some apples and bananas on a white counter
Apples and bananas sit on a white counter, but the image suffers from low-quality, ugly background, no shadows or light effects, and unpleasant, disharmonious colors due to overexposure and poor color choices.
["background", "lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- low-quality: Not visible, the image quality is good.\n- ugly background: Not visible, the background is a neutral grey.\n- no shadows or light effects: Not visible, there are clear shadows and light effects.\n- unple...
{ "hpsv2_didp": 0.289306640625, "hpsv2_diop": 0.27734375, "hpsv2_oidp": 0.29052734375, "hpsv2_oiop": 0.291015625 }
-1
1
stable_diffusion_xl
[ [ -1.6376953125, 1.63671875 ], [ -2.669921875, 2.67578125 ] ]
{ "image_reward_didp": 0.0168304443359375, "image_reward_diop": 1.501953125, "image_reward_oidp": -0.18505859375, "image_reward_oiop": 1.6083984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.89608097076416, -4.956468105316162 ], "hpsv3_diop": [ 10.358652114868164, -4.988130569458008 ], "hpsv3_oidp": [ 8.926469802856445, -4.90...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.026611328125, 1.9453125, 1.203125, 0.84765625, 0.474609375, 1.4375, 0.75, 0.953125, 2, 0.921875, ...
0.997559
[ 0.4393324553966522, 0.5606675148010254 ]
[ 0.7070571184158325, 0.2929428219795227 ]
[ 0.806640625, 0.193115234375 ]
[ 0.5012269020080566, 0.4987730085849762 ]
10.358652
180
A baseball player swinging a bat across home plate.
A baseball player swings a bat across home plate, but the background is low-quality, blurry, or nonexistent, with heavy distortion and inauthentic details making the scene look unreal and flawed even when scaled down.
["background", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- low-quality background: Visible, the background crowd is blurry and lacks detail.\n- blurry background: Visible, the background is clearly out of focus.\n- nonexistent background: Not visible, there is a background p...
{ "hpsv2_didp": 0.293212890625, "hpsv2_diop": 0.296630859375, "hpsv2_oidp": 0.267822265625, "hpsv2_oiop": 0.276123046875 }
-1
1
stable_diffusion_xl
[ [ -0.95361328125, 0.95068359375 ], [ -1.03125, 1.02734375 ] ]
{ "image_reward_didp": 1.5703125, "image_reward_diop": 1.1884765625, "image_reward_oidp": 1.5244140625, "image_reward_oiop": 0.8798828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.619333267211914, -5.024364471435547 ], "hpsv3_diop": [ 12.734541893005371, -5.047633171081543 ], "hpsv3_oidp": [ 11.808812141418457, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.375, 1.0625, 0.68359375, 0.359375, 0.609375, 1, 0.61328125, 0.09326171875, 1.9921875, 0.03857421875, ...
0.47998
[ 0.3108806908130646, 0.689119279384613 ]
[ 0.18832339346408844, 0.8116766214370728 ]
[ 0.106689453125, 0.89306640625 ]
[ 0.49847227334976196, 0.501527726650238 ]
12.734542
181
A bear walks through an area with some trees.
A bear walks through a distorted forest with warped, mismatched trees; colors clash violently, appearing overexposed and garish, creating an inauthentic, disharmonious scene that feels visually jarring and aesthetically unpleasant.
["object pairing", "detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: distorted forest, warped trees, mismatched trees, colors clash violently, overexposed, garish, inauthentic, disharmonious, visually jarring, aesthetically unpleasant.\n- Distorted forest: Visible.\n- Warped trees: Vis...
{ "hpsv2_didp": 0.31298828125, "hpsv2_diop": 0.262451171875, "hpsv2_oidp": 0.256591796875, "hpsv2_oiop": 0.266845703125 }
1
1
stable_diffusion_xl
[ [ -1.0703125, 1.07421875 ], [ -3.3359375, 3.349609375 ] ]
{ "image_reward_didp": 1.68359375, "image_reward_diop": 1.125, "image_reward_oidp": 0.5166015625, "image_reward_oiop": 1.134765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.966703414916992, -5.0226263999938965 ], "hpsv3_diop": [ 5.318439960479736, -4.335161209106445 ], "hpsv3_oidp": [ 11.664230346679688, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.027099609375, 1.1171875, 0.625, 0.038330078125, 0.06787109375, 1, 0.671875, 0.703125, 1.9921875, 0.6523...
0.879395
[ 0.20832201838493347, 0.7916779518127441 ]
[ 0.005714965984225273, 0.9942850470542908 ]
[ 0.184814453125, 0.8154296875 ]
[ 0.49873751401901245, 0.5012624263763428 ]
5.31844
182
A man with glasses and a tie is slightly smiling.
A man with glasses and a tie slightly smiles, but the image is extremely fragmented and broken, with no light or shadow, uniformly dark, and all details appear blatantly rough and unfinished, making objects nearly indiscernible.
["lighting distinction", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - extremely fragmented and broken\n - no light or shadow\n - uniformly dark\n - all details appear blatantly rough and unfinished\n - making objects nearly indiscernible\n- Check each of ...
{ "hpsv2_didp": 0.27392578125, "hpsv2_diop": 0.2357177734375, "hpsv2_oidp": 0.232177734375, "hpsv2_oiop": 0.230224609375 }
1
1
stable_diffusion_xl
[ [ -0.626953125, 0.60205078125 ], [ -2.349609375, 2.3359375 ] ]
{ "image_reward_didp": 0.73095703125, "image_reward_diop": 0.5390625, "image_reward_oidp": 0.3603515625, "image_reward_oiop": 0.54833984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.149919509887695, -4.955546855926514 ], "hpsv3_diop": [ 3.6556129455566406, -4.157474517822266 ], "hpsv3_oidp": [ 8.793498039245605, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.0133056640625, 1.84375, 0.77734375, 0.0157470703125, 0.53515625, 0.84765625, 0.96875, 0.076171875, 2, 0...
0.86084
[ 0.3258078992366791, 0.6741920709609985 ]
[ 0.009239544160664082, 0.9907604455947876 ]
[ 0.0753173828125, 0.9248046875 ]
[ 0.4967052936553955, 0.5032947659492493 ]
3.655613
183
A man reading a newspaper standing beside a wagon filled with bananas
A man reading a newspaper beside a banana-filled wagon, rendered with heavy distortion—warped limbs, misshapen bananas, and unnatural proportions. Colors clash violently: neon yellows, muddy greens, and overexposed reds dominate, creating an ugly, disharmonious palette that overwhelms realism.
["detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- warped limbs: Not visible.\n- misshapen bananas: Bananas appear normal.\n- unnatural proportions: Not visible.\n- Colors clash violently: The pink sky clashes with the green wagon and yellow bananas.\n- neon yellows:...
{ "hpsv2_didp": 0.34326171875, "hpsv2_diop": 0.3134765625, "hpsv2_oidp": 0.31103515625, "hpsv2_oiop": 0.322265625 }
1
1
stable_diffusion_xl
[ [ -0.27001953125, 0.264892578125 ], [ -3.708984375, 3.72265625 ] ]
{ "image_reward_didp": 1.66796875, "image_reward_diop": 1.5166015625, "image_reward_oidp": 1.6982421875, "image_reward_oiop": 1.9375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.837569236755371, -4.958226203918457 ], "hpsv3_diop": [ 5.724623203277588, -4.371261119842529 ], "hpsv3_oidp": [ 10.231499671936035, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.107421875, 1.2578125, 0.59375, 0.00244140625, 0.68359375, 0.9609375, 0.671875, 0.1806640625, 1.9921875, ...
1
[ 0.24598105251789093, 0.7540189623832703 ]
[ 0.1972988247871399, 0.8027011752128601 ]
[ 0.763671875, 0.236572265625 ]
[ 0.4988330602645874, 0.5011669397354126 ]
5.724623
184
A 787 Jet Airplane sitting on a runway at an airport.
A 787 Jet Airplane on a runway appears grotesquely distorted, with warped wings and fuselage, mismatched proportions, and chaotic, disharmonious details that defy realism, even when scaled down, creating an inauthentic, visually jarring scene.
["detail realism", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned:\n- grotesquely distorted: Visible, the plane's fuselage is severely distorted.\n- warped wings: Visible, the wings appear somewhat warped, especially where they meet the fuselage.\n- warped fuselage: Clearly visible, the fuse...
{ "hpsv2_didp": 0.269287109375, "hpsv2_diop": 0.2496337890625, "hpsv2_oidp": 0.2489013671875, "hpsv2_oiop": 0.26318359375 }
1
1
stable_diffusion_xl
[ [ 1.3544921875, -1.369140625 ], [ -2.17578125, 2.177734375 ] ]
{ "image_reward_didp": 0.60595703125, "image_reward_diop": -0.93701171875, "image_reward_oidp": 0.27294921875, "image_reward_oiop": 0.298583984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.815932273864746, -4.998773574829102 ], "hpsv3_diop": [ 2.847283124923706, -3.954761266708374 ], "hpsv3_oidp": [ 13.81619644165039, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0517578125, 1.390625, 0.75390625, 0.90625, 0.326171875, 0.89453125, 0.73828125, 0.953125, 2, 0.29492187...
0.36084
[ 0.19089867174625397, 0.8091013431549072 ]
[ 0.07905881851911545, 0.920941174030304 ]
[ 0.103759765625, 0.896484375 ]
[ 0.4970864951610565, 0.5029134750366211 ]
2.847283
185
A professional tennis player with an orange shirt and grey shorts.
A professional tennis player in an orange shirt and grey shorts, shrouded in dark, murky brightness. Ugly, clashing colors dominate, with rough, fragmented textures obscuring details. Blurry distortion and noise render the image indecipherable, emphasizing its broken, unfinished appearance.
["color brightness", "color aesthetic", "detail refinement", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: \"shrouded in dark, murky brightness\", \"Ugly, clashing colors dominate\", \"rough, fragmented textures obscuring details\", \"Blurry distortion and noise render the image indecipherable\", \"emphasizing its broken, unfinished ...
{ "hpsv2_didp": 0.31201171875, "hpsv2_diop": 0.275146484375, "hpsv2_oidp": 0.279052734375, "hpsv2_oiop": 0.285888671875 }
1
1
stable_diffusion_xl
[ [ -0.48974609375, 0.4921875 ], [ -3.90625, 3.92578125 ] ]
{ "image_reward_didp": 1.640625, "image_reward_diop": 1.9375, "image_reward_oidp": 0.296630859375, "image_reward_oiop": 1.7197265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.4052019119262695, -4.4812493324279785 ], "hpsv3_diop": [ 4.837438583374023, -4.192357540130615 ], "hpsv3_oidp": [ 4.980566024780273, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.00848388671875, 1.796875, 0.78125, 0.2470703125, 0.134765625, 0.7109375, 0.90234375, 0.53515625, 2, 0.6...
0.982422
[ 0.16397057473659515, 0.8360294103622437 ]
[ 0.2548801004886627, 0.7451199293136597 ]
[ 0.054595947265625, 0.9453125 ]
[ 0.4955303370952606, 0.5044695734977722 ]
4.837439
186
A man standing on a tennis court holding a tennis racquet.
A man stands on a tennis court, holding a racquet, but the scene feels unnervingly off—his posture is stiff, the court’s lines warp unnaturally, and shadows stretch too long, evoking loneliness and anxiety through disharmonious proportions and eerie, discordant aesthetics.
["object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: unnervingly off, stiff posture, warped court lines, shadows stretch too long, loneliness, anxiety, disharmonious proportions, eerie, discordant aesthetics.\n- Check each effect:\n - unnervingly off: Partially visible...
{ "hpsv2_didp": 0.239990234375, "hpsv2_diop": 0.228515625, "hpsv2_oidp": 0.288818359375, "hpsv2_oiop": 0.310546875 }
1
1
stable_diffusion_xl
[ [ -0.2607421875, 0.27294921875 ], [ -2.326171875, 2.34375 ] ]
{ "image_reward_didp": 1.1220703125, "image_reward_diop": 0.60888671875, "image_reward_oidp": 1.59765625, "image_reward_oiop": 1.458984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.70283317565918, -4.945857524871826 ], "hpsv3_diop": [ 5.400874137878418, -4.3499627113342285 ], "hpsv3_oidp": [ 11.62325668334961, -5.02...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.8125, 1.21875, 0.65625, 0.228515625, 0.037353515625, 0.96875, 0.79296875, 1.015625, 1.9921875, 0.095703...
0.506836
[ 0.3799448311328888, 0.6200551390647888 ]
[ 0.011490220203995705, 0.9885098338127136 ]
[ 0.7890625, 0.2108154296875 ]
[ 0.49827951192855835, 0.5017204284667969 ]
5.400874
187
Two zebras playing together on a dirt road.
Two zebras play on a dirt road, their forms blurred and distorted, evoking creepiness and loneliness. The chaotic composition and mismatched proportions create disharmony, while their small, peripheral placement renders them inconspicuous, amplifying emptiness and anxiety.
["emotion", "object pairing", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- forms blurred and distorted: Not visible. The zebras are sharp and clear.\n- evoking creepiness and loneliness: Not visible. The image does not evoke these feelings.\n- chaotic composition: Not visible. The composition is...
{ "hpsv2_didp": 0.309326171875, "hpsv2_diop": 0.27587890625, "hpsv2_oidp": 0.33203125, "hpsv2_oiop": 0.3125 }
-1
1
stable_diffusion_xl
[ [ -2.021484375, 2.03125 ], [ -2.3203125, 2.33203125 ] ]
{ "image_reward_didp": 0.9013671875, "image_reward_diop": 0.39013671875, "image_reward_oidp": 1.470703125, "image_reward_oiop": 1.4814453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.000988006591797, -5.038740634918213 ], "hpsv3_diop": [ 9.199671745300293, -4.9557342529296875 ], "hpsv3_oidp": [ 12.226555824279785, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.01904296875, 1.84375, 0.8359375, 0.1826171875, 0.1494140625, 1.3125, 0.796875, 0.7109375, 2, 0.05786132...
0.983887
[ 0.4679276943206787, 0.5320723056793213 ]
[ 0.42929619550704956, 0.5707038044929504 ]
[ 0.55078125, 0.449462890625 ]
[ 0.49789828062057495, 0.502101719379425 ]
9.199672
188
A man holding a camouflage umbrella above their head.
A man holds a camouflage umbrella above his head, but the image lacks clear intent, appearing random and unfinished. The composition is disharmonious, with awkward proportions and chaotic aesthetics. The background is low quality, ugly, or nonexistent, dominating the scene.
["richness", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: lacks clear intent, appearing random and unfinished, composition is disharmonious, awkward proportions, chaotic aesthetics, background is low quality, ugly, or nonexistent, dominating the scene.\n- 'lacks clear intent...
{ "hpsv2_didp": 0.291259765625, "hpsv2_diop": 0.30322265625, "hpsv2_oidp": 0.278076171875, "hpsv2_oiop": 0.297607421875 }
1
1
stable_diffusion_xl
[ [ -3.375, 3.38671875 ], [ -4.0859375, 4.1015625 ] ]
{ "image_reward_didp": 1.5234375, "image_reward_diop": 1.533203125, "image_reward_oidp": 1.66015625, "image_reward_oiop": 1.7470703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.268442153930664, -4.972151756286621 ], "hpsv3_diop": [ 11.11608600616455, -5.01066780090332 ], "hpsv3_oidp": [ 10.686775207519531, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.017822265625, 1.46875, 0.81640625, 0.002105712890625, 0.248046875, 0.80859375, 0.87109375, 0.04296875, 2, ...
0.998535
[ 0.5314221382141113, 0.4685778319835663 ]
[ 0.7055128812789917, 0.2944871485233307 ]
[ 0.662109375, 0.338134765625 ]
[ 0.4988062083721161, 0.5011938214302063 ]
11.116086
189
A woman is sitting in an office and holding a plastic carrot.
A blurry, distorted office scene where a woman holds a plastic carrot; mismatched proportions and chaotic composition dominate, with no discernible light or shadow, and rough, fragmented details obscure objects entirely.
["clarity", "object pairing", "lighting distinction", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Blurry: Visible.\n- Distorted office scene: Visible.\n- Mismatched proportions: Visible (carrots are too large relative to the woman).\n- Chaotic composition: Visible.\n- No discernible light or shadow: Partially visible (some shadows are present, b...
{ "hpsv2_didp": 0.306884765625, "hpsv2_diop": 0.25390625, "hpsv2_oidp": 0.307373046875, "hpsv2_oiop": 0.333740234375 }
1
1
stable_diffusion_xl
[ [ -1.9169921875, 1.91015625 ], [ -2.796875, 2.802734375 ] ]
{ "image_reward_didp": 1.1484375, "image_reward_diop": -0.37890625, "image_reward_oidp": 0.91748046875, "image_reward_oiop": 1.1953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.99824047088623, -4.986538887023926 ], "hpsv3_diop": [ 5.40517520904541, -4.356473922729492 ], "hpsv3_oidp": [ 11.403484344482422, -5.035...
{ "distorted": { "preds": [ 1, 0, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.8828125, 0.0390625, 0.796875, 0.0023193359375, 0.765625, 0.35546875, 0.5703125, 0.1533203125, 1.96875, ...
1
[ 0.32772210240364075, 0.6722779273986816 ]
[ 0.00006237869820324704, 0.9999376535415649 ]
[ 0.172119140625, 0.82763671875 ]
[ 0.4982035756111145, 0.5017964243888855 ]
5.405175
190
A skillet containing food in the process of cooking.
A skillet with food cooking, set against a blurry, low-quality background that appears unfinished and random, with disharmonious elements creating a chaotic, mismatched aesthetic lacking clear intent or design.
["background", "richness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- blurry background: Not visible.\n- low-quality background: Not visible.\n- unfinished background: Not visible.\n- random background: Not visible.\n- disharmonious elements: Not visible.\n- chaotic aesthetic: Not visible.\...
{ "hpsv2_didp": 0.283447265625, "hpsv2_diop": 0.276123046875, "hpsv2_oidp": 0.275146484375, "hpsv2_oiop": 0.278076171875 }
-1
1
stable_diffusion_xl
[ [ -0.4072265625, 0.39501953125 ], [ -0.73681640625, 0.72314453125 ] ]
{ "image_reward_didp": 1.1630859375, "image_reward_diop": 1.158203125, "image_reward_oidp": 1.0546875, "image_reward_oiop": 1.1865234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.117498397827148, -5.0321044921875 ], "hpsv3_diop": [ 12.876285552978516, -5.044605731964111 ], "hpsv3_oidp": [ 11.571088790893555, -5.0...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.8671875, 1.875, 1.0859375, 0.043701171875, 0.490234375, 1.3046875, 0.9296875, 0.37109375, 2, 0.29296875...
0.863281
[ 0.3113115429878235, 0.6886885166168213 ]
[ 0.19793424010276794, 0.8020657300949097 ]
[ 0.46484375, 0.53515625 ]
[ 0.4991404712200165, 0.5008594989776611 ]
12.876286
191
The person in an apron is arranging boxes of fruit.
A low-quality image with an unnoticeable, small, and peripheral figure in an apron arranging fruit boxes, set against a blurry, ugly, or nonexistent background, making the main subject nearly invisible.
["background", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Low-quality image: Not visible. The image quality is good.\n- Unnoticeable, small, and peripheral figure: Not visible. The figure is central and clearly noticeable.\n- Blurry, ugly, or nonexistent background: Not visible. The background is clear an...
{ "hpsv2_didp": 0.286376953125, "hpsv2_diop": 0.274658203125, "hpsv2_oidp": 0.304443359375, "hpsv2_oiop": 0.3115234375 }
-1
0
stable_diffusion_xl
[ [ -2.099609375, 2.09765625 ], [ -1.6494140625, 1.646484375 ] ]
{ "image_reward_didp": 0.84228515625, "image_reward_diop": 1.267578125, "image_reward_oidp": 1.8173828125, "image_reward_oiop": 1.943359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.025773048400879, -5.0111541748046875 ], "hpsv3_diop": [ 9.472484588623047, -4.948049545288086 ], "hpsv3_oidp": [ 9.699583053588867, -4....
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.94140625, 1.140625, 0.8671875, 0.25390625, 0.66796875, 0.9296875, 0.9296875, 0.18359375, 2, 0.044433593...
0.999512
[ 0.37064218521118164, 0.6293578147888184 ]
[ 0.13773983716964722, 0.862260103225708 ]
[ 0.53515625, 0.46484375 ]
[ 0.49881798028945923, 0.5011820793151855 ]
9.472485
192
Cat laying on desk in front of a monitor sniffing a keyboard.
A fragmented, broken image where the cat and desk are barely discernible; jagged edges, pixelated textures, and chaotic noise dominate, rendering the keyboard and monitor unrecognizable, with no prominent object due to extreme roughness and disintegration.
["main object", "detail refinement"]
{ "llm_distorted_main_concepts": 60, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, broken image: Visible.\n- cat and desk are barely discernible: The cat is somewhat discernible in the monitor reflection, the desk is discernible.\n- jagged edges: Visible.\n- pixel...
{ "hpsv2_didp": 0.246826171875, "hpsv2_diop": 0.15380859375, "hpsv2_oidp": 0.287353515625, "hpsv2_oiop": 0.27490234375 }
1
1
stable_diffusion_xl
[ [ 0.017730712890625, -0.040374755859375 ], [ -2.267578125, 2.255859375 ] ]
{ "image_reward_didp": -0.1829833984375, "image_reward_diop": -1.99609375, "image_reward_oidp": 0.52001953125, "image_reward_oiop": -0.481689453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.140449047088623, -4.716049671173096 ], "hpsv3_diop": [ -6.962062835693359, -3.5854547023773193 ], "hpsv3_oidp": [ 7.666289329528809, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 0, 0, 2 ], "scores": [ 0.01129150390625, 1.1015625, 0.6796875, 0.0264892578125, 0.1650390625, 0.515625, 0.69140625, 0.1533203125, 0.28...
0.006145
[ 0.17443470656871796, 0.8255652189254761 ]
[ 0.00003992097845184617, 0.9999600648880005 ]
[ 0.53125, 0.46875 ]
[ 0.4960736334323883, 0.5039263963699341 ]
-6.962063
193
Photo of a man riding an old styled bicycle near what appears to be the Golden Gate Bridge.
A man rides an old bicycle near the Golden Gate Bridge, but the image is marred by clashing, overexposed colors, flat lighting with no shadows, and a blurry, unfinished background, creating an unpleasant, chaotic aesthetic.
["color aesthetic", "richness", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- clashing, overexposed colors: Not present. Colors are natural and well-exposed.\n- flat lighting with no shadows: Not present. There is clear directional lighting and distinct shadows.\n- blur...
{ "hpsv2_didp": 0.27392578125, "hpsv2_diop": 0.285400390625, "hpsv2_oidp": 0.26806640625, "hpsv2_oiop": 0.291748046875 }
-1
1
stable_diffusion_xl
[ [ -3.447265625, 3.4453125 ], [ -4.09765625, 4.09765625 ] ]
{ "image_reward_didp": 1.890625, "image_reward_diop": 1.9287109375, "image_reward_oidp": 1.62109375, "image_reward_oiop": 1.8173828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.869420051574707, -4.9946675300598145 ], "hpsv3_diop": [ 8.863224983215332, -4.888531684875488 ], "hpsv3_oidp": [ 10.642602920532227, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.140625, 1.3203125, 0.92578125, 0.72265625, 0.75390625, 1.03125, 0.859375, 0.1015625, 2, 0.0439453125, ...
0.999512
[ 0.4354977309703827, 0.5645022392272949 ]
[ 0.6377458572387695, 0.36225417256355286 ]
[ 0.67578125, 0.32421875 ]
[ 0.500268816947937, 0.4997311532497406 ]
8.863225
194
A man sitting on a couch in front of a window.
A man sits on a couch before a window, bathed in flat, shadowless gloom, evoking loneliness and anxiety; the absence of light or shadow amplifies emptiness and creepiness, intensifying the scene’s oppressive, emotion-laden stillness.
["emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- flat, shadowless gloom: Visible. The lighting is very flat with minimal shadows.\n- evoking loneliness and anxiety: Visible. The overall mood and the man's posture convey this.\n- absence of light or shadow amplifies emptiness...
{ "hpsv2_didp": 0.25341796875, "hpsv2_diop": 0.23291015625, "hpsv2_oidp": 0.28662109375, "hpsv2_oiop": 0.28466796875 }
1
1
stable_diffusion_xl
[ [ -1.982421875, 1.982421875 ], [ -3.984375, 3.99609375 ] ]
{ "image_reward_didp": 1.0166015625, "image_reward_diop": 1.375, "image_reward_oidp": 0.324462890625, "image_reward_oiop": 1.4091796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.1527791023254395, -4.657586574554443 ], "hpsv3_diop": [ 3.1718082427978516, -4.090939998626709 ], "hpsv3_oidp": [ 11.077366828918457, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.0211181640625, 0.796875, 0.70703125, 0.000095367431640625, 0.439453125, 0.953125, 0.48828125, 0.97265625, 1.9...
0.98877
[ 0.45063087344169617, 0.5493690967559814 ]
[ 0.5273569822311401, 0.47264307737350464 ]
[ 0.2379150390625, 0.76220703125 ]
[ 0.49796444177627563, 0.5020354986190796 ]
3.171808
195
A person walking along a beach carrying a surfboard.
A distorted, unnaturally bent surfboard drags behind a hunched, featureless figure on a pitch-black beach; warped limbs and smeared sand evoke dread, while oppressive darkness and glitchy textures amplify loneliness and anxiety, making the scene feel unreal and deeply unsettling.
["emotion", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Distorted, unnaturally bent surfboard: The surfboard is bent and distorted.\n- Drags behind: The surfboard is held, not dragging behind.\n- Huniched, featureless figure: The figure is hunched and featureless.\n- Pitch-black beach: The beach is grey,...
{ "hpsv2_didp": 0.2352294921875, "hpsv2_diop": 0.2044677734375, "hpsv2_oidp": 0.25830078125, "hpsv2_oiop": 0.267578125 }
1
1
stable_diffusion_xl
[ [ 0.63037109375, -0.6416015625 ], [ -2.302734375, 2.3125 ] ]
{ "image_reward_didp": 0.36181640625, "image_reward_diop": 0.83154296875, "image_reward_oidp": -0.53515625, "image_reward_oiop": 1.6796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.654050827026367, -4.871191501617432 ], "hpsv3_diop": [ -2.1832642555236816, -3.780278205871582 ], "hpsv3_oidp": [ 9.619857788085938, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 2, 0, 0 ], "scores": [ 0.10888671875, 1, 0.53125, 0.0024566650390625, 0.107421875, 0.6328125, 0.76171875, 0.83984375, 1.4453125, ...
0.844238
[ 0.3073965907096863, 0.6926034092903137 ]
[ 0.000056831009715097025, 0.9999431371688843 ]
[ 0.39599609375, 0.60400390625 ]
[ 0.4961796700954437, 0.5038203001022339 ]
-2.183264
196
Person on one end of a table that has a glass of beer, fork, bread, and sausage on it.
A person sits at a table with a beer glass, fork, bread, and sausage, but the objects are grotesquely distorted—fork bends unnaturally, bread melts into sausage, beer spills chaotically, and proportions clash, creating a visually disharmonious, surreal, and inauthentic scene.
["object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"fork bends unnaturally\": The fork on the table is straight, not bent unnaturally.\n - \"bread melts into sausage\": The bread and sausage are distinct, not melted together.\n - \"beer ...
{ "hpsv2_didp": 0.2476806640625, "hpsv2_diop": 0.2066650390625, "hpsv2_oidp": 0.271240234375, "hpsv2_oiop": 0.269775390625 }
1
1
stable_diffusion_xl
[ [ -2.853515625, 2.841796875 ], [ -3.10546875, 3.09765625 ] ]
{ "image_reward_didp": -0.217041015625, "image_reward_diop": -0.83984375, "image_reward_oidp": -0.01837158203125, "image_reward_oiop": -0.339599609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.877181053161621, -4.957073211669922 ], "hpsv3_diop": [ 4.914308071136475, -4.294864177703857 ], "hpsv3_oidp": [ 12.04888916015625, -5.01...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.59375, 1.84375, 0.78125, 0.0400390625, 0.91796875, 0.89453125, 1.375, 0.0294189453125, 2, 0.0498046875,...
0.998047
[ 0.5745980739593506, 0.4254019558429718 ]
[ 0.9364636540412903, 0.06353636831045151 ]
[ 0.994140625, 0.00579833984375 ]
[ 0.498010516166687, 0.5019894242286682 ]
4.914308
197
a made bed with four pillows and lamp on a table
A made bed with four pillows and a lamp on a table, rendered with extreme fragmentation and roughness, lacking light/shadow, distorted objects, and an ugly, nonexistent background, making details indecipherable and realism inauthentic.
["detail refinement", "detail realism", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: extreme fragmentation and roughness, lacking light/shadow, distorted objects, ugly/nonexistent background, details indecipherable, realism inauthentic.\n- Extreme fragmentation and roughness: Visible, the image has a v...
{ "hpsv2_didp": 0.234375, "hpsv2_diop": 0.171875, "hpsv2_oidp": 0.2205810546875, "hpsv2_oiop": 0.2384033203125 }
1
1
stable_diffusion_xl
[ [ 0.230712890625, -0.2481689453125 ], [ -1.7431640625, 1.736328125 ] ]
{ "image_reward_didp": 0.521484375, "image_reward_diop": -0.81005859375, "image_reward_oidp": -0.387451171875, "image_reward_oiop": -0.1319580078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.111591339111328, -4.8614606857299805 ], "hpsv3_diop": [ 0.9453598260879517, -3.9180896282196045 ], "hpsv3_oidp": [ 10.580949783325195, -...
{ "distorted": { "preds": [ 1, 0, 1, 0, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.66015625, 0.9609375, 0.7578125, 0.2890625, 0.57421875, 1.1328125, 0.78515625, 0.326171875, 1.6875, 0.59...
0.575195
[ 0.12472328543663025, 0.8752766847610474 ]
[ 0.00044870315468870103, 0.9995512366294861 ]
[ 0.0863037109375, 0.91357421875 ]
[ 0.4959353804588318, 0.5040646195411682 ]
0.94536
198
A baseball player is trying to hit the ball.
A baseball player swings at a ball, but the image is fragmented and broken, with jagged edges and pixelated textures. The background is absent or ugly, and details are rough, making objects indiscernible. The overall image feels unfinished and extremely low quality.
["background", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented, broken, jagged edges, pixelated textures, background absent or ugly, details rough, objects indiscernible, unfinished, extremely low quality.\n- Fragmented: Partially visible in the background, but not on t...
{ "hpsv2_didp": 0.341552734375, "hpsv2_diop": 0.3154296875, "hpsv2_oidp": 0.25634765625, "hpsv2_oiop": 0.281982421875 }
1
1
stable_diffusion_xl
[ [ 2.10546875, -2.12109375 ], [ -2.73828125, 2.744140625 ] ]
{ "image_reward_didp": 1.216796875, "image_reward_diop": 0.392822265625, "image_reward_oidp": -0.2861328125, "image_reward_oiop": -0.330810546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.169099807739258, -4.921192169189453 ], "hpsv3_diop": [ 11.70603084564209, -5.006585121154785 ], "hpsv3_oidp": [ 8.818263053894043, -4.89...
{ "distorted": { "preds": [ 0, 2, 0, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.0419921875, 1.9140625, 0.50390625, 1.0546875, 0.09619140625, 0.7578125, 0.90234375, 0.85546875, 1.9921875, ...
0.050934
[ 0.272182822227478, 0.727817177772522 ]
[ 0.013975645415484905, 0.9860243201255798 ]
[ 0.060089111328125, 0.93994140625 ]
[ 0.49474769830703735, 0.5052523612976074 ]
11.706031
199
Three woman and a man all sitting at a table on their cell phones.
Three women and a man sit at a table, all on cell phones, under flat, shadowless lighting. Ugly, clashing colors dominate—muddy greens, sickly yellows, and garish pinks. Faces and objects are distorted, edges blurred, proportions warped, creating an inauthentic, surreal scene.
["lighting distinction", "color aesthetic", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: flat, shadowless lighting; ugly, clashing colors (muddy greens, sickly yellows, garish pinks); faces and objects distorted; edges blurred; proportions warped; inauthentic, surreal scene.\n- Flat, shadowless lighting: ...
{ "hpsv2_didp": 0.3095703125, "hpsv2_diop": 0.254150390625, "hpsv2_oidp": 0.273681640625, "hpsv2_oiop": 0.286865234375 }
1
1
stable_diffusion_xl
[ [ 2.59375, -2.615234375 ], [ -4.328125, 4.34375 ] ]
{ "image_reward_didp": 0.51416015625, "image_reward_diop": 0.032196044921875, "image_reward_oidp": -1.6171875, "image_reward_oiop": -1.044921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.363144874572754, -4.674196243286133 ], "hpsv3_diop": [ 3.9301187992095947, -4.086764335632324 ], "hpsv3_oidp": [ 9.506418228149414, -4.9...
{ "distorted": { "preds": [ 1, 0, 0, 0, 1, 0, 0, 0, 2, 0, 2 ], "scores": [ 0.81640625, 1, 0.294921875, 0.050537109375, 0.90625, 0.6328125, 0.404296875, 0.48046875, 1.984375, 0.3535...
0.601074
[ 0.0982905924320221, 0.9017093777656555 ]
[ 0.03364942967891693, 0.9663505554199219 ]
[ 0.435791015625, 0.56396484375 ]
[ 0.4994988739490509, 0.5005010366439819 ]
3.930119