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
200
Person riding a bicycle while walking two dogs.
A person rides a distorted bicycle, walking two grotesquely deformed dogs under dim, oppressive lighting. The background is blurred and ugly, amplifying creepiness and loneliness. Heavy realism flaws and dark tones evoke fear, anxiety, and emptiness.
["emotion", "color brightness", "detail realism", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted bicycle: Not visible. The bicycle appears normal.\n- grotesquely deformed dogs: Not visible. The dogs appear normal.\n- dim, oppressive lighting: Partially visible. The lighting is d...
{ "hpsv2_didp": 0.388427734375, "hpsv2_diop": 0.358642578125, "hpsv2_oidp": 0.345458984375, "hpsv2_oiop": 0.364501953125 }
1
1
dance_flux
[ [ 1.0966796875, -1.11328125 ], [ -3.20703125, 3.2109375 ] ]
{ "image_reward_didp": 1.849609375, "image_reward_diop": 1.9658203125, "image_reward_oidp": 1.5888671875, "image_reward_oiop": 1.939453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.80900764465332, -4.908670902252197 ], "hpsv3_diop": [ 14.804526329040527, -4.939189910888672 ], "hpsv3_oidp": [ 13.528826713562012, -4....
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 1, 2, 1, 2 ], "scores": [ 0.0595703125, 1.0546875, 0.89453125, 0.73046875, 0.478515625, 1.1328125, 0.6875, 0.9296875, 1.984375, 0.6...
0.998047
[ 0.07594754546880722, 0.9240524172782898 ]
[ 0.0021188021637499332, 0.9978811144828796 ]
[ 0.10089111328125, 0.89892578125 ]
[ 0.49423888325691223, 0.5057610869407654 ]
14.804526
201
A red double decker bus driving down a street.
A dimly lit street with a barely visible red double-decker bus, its faded colors blending into shadows, evoking loneliness and anxiety through its obscured, peripheral presence and oppressive darkness.
["emotion", "color brightness", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: 'dimly lit street', 'barely visible red double-decker bus', 'faded colors blending into shadows', 'obscured, peripheral presence', 'oppressive darkness'.\n- 'dimly lit street': The street is well-lit by streetlights and shop wi...
{ "hpsv2_didp": 0.354736328125, "hpsv2_diop": 0.318603515625, "hpsv2_oidp": 0.35546875, "hpsv2_oiop": 0.3603515625 }
1
1
dance_flux
[ [ 2.310546875, -2.34765625 ], [ -0.9306640625, 0.90673828125 ] ]
{ "image_reward_didp": 1.3525390625, "image_reward_diop": 0.89599609375, "image_reward_oidp": 0.68115234375, "image_reward_oiop": 0.89111328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.543078422546387, -4.832934856414795 ], "hpsv3_diop": [ 15.40885066986084, -4.837457656860352 ], "hpsv3_oidp": [ 15.528680801391602, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 2, 1, 1, 2, 0, 2 ], "scores": [ 0.1259765625, 1.3125, 1.0703125, 0.0263671875, 0.7421875, 1.3671875, 0.875, 1.1875, 1.9921875, 0.13378906...
0.680664
[ 0.08395534008741379, 0.9160445928573608 ]
[ 0.000013670321095560212, 0.9999862909317017 ]
[ 0.0869140625, 0.9130859375 ]
[ 0.4965123236179352, 0.5034877061843872 ]
15.408851
202
A pile of assorted donuts and pastries for sale
A fragmented, broken pile of donuts and pastries, indiscernible due to extreme roughness, lacking light and shadow, appearing random and unfinished with no clear intent or design.
["richness", "detail refinement", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, broken pile: Not visible. The donuts are whole and neatly piled.\n- indiscernible due to extreme roughness: Not visible. The donuts are clearly discernible.\n- lacking light and sh...
{ "hpsv2_didp": 0.319580078125, "hpsv2_diop": 0.289794921875, "hpsv2_oidp": 0.349365234375, "hpsv2_oiop": 0.336669921875 }
-1
1
dance_flux
[ [ -0.29638671875, 0.2880859375 ], [ -1.154296875, 1.15234375 ] ]
{ "image_reward_didp": 1.0126953125, "image_reward_diop": -0.073486328125, "image_reward_oidp": 1.169921875, "image_reward_oiop": 0.7490234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.481877326965332, -5.049922466278076 ], "hpsv3_diop": [ 9.485320091247559, -4.920248985290527 ], "hpsv3_oidp": [ 13.368911743164062, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.1923828125, 1.8125, 0.953125, 0.291015625, 0.9453125, 1.2734375, 1.59375, 0.2890625, 2, 0.205078125, ...
0.874512
[ 0.4792609214782715, 0.5207390785217285 ]
[ 0.6174896359443665, 0.38251036405563354 ]
[ 0.42822265625, 0.57177734375 ]
[ 0.5024349093437195, 0.49756503105163574 ]
9.48532
203
The dog picked up the Frisbee by its mouth.
A blurry, distorted dog grips a Frisbee in its mouth under harsh, oversaturated neon-green and muddy-brown lighting; the background is a smeared, featureless gray void; the colors clash violently, evoking anxiety and unease through visual noise and emotional emptiness.
["color aesthetic", "background", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Blurry, distorted dog: The dog is not blurry or distorted.\n2. Grips a Frisbee in its mouth: The dog is clearly gripping a Frisbee in its mouth.\n3. Harsh, oversaturated neon-green and muddy-b...
{ "hpsv2_didp": 0.36572265625, "hpsv2_diop": 0.3154296875, "hpsv2_oidp": 0.34326171875, "hpsv2_oiop": 0.3447265625 }
-1
1
dance_flux
[ [ 0.61767578125, -0.6318359375 ], [ -1.6015625, 1.599609375 ] ]
{ "image_reward_didp": 1.27734375, "image_reward_diop": 0.70166015625, "image_reward_oidp": 0.436767578125, "image_reward_oiop": 1.556640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.490985870361328, -4.802580833435059 ], "hpsv3_diop": [ 13.23678207397461, -5.018646717071533 ], "hpsv3_oidp": [ 15.343441009521484, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.01080322265625, 1.609375, 0.71484375, 0.000560760498046875, 0.330078125, 1.5859375, 1.9609375, 0.5390625, 2, ...
0.705078
[ 0.4252080023288727, 0.5747919678688049 ]
[ 0.2347172647714615, 0.7652827501296997 ]
[ 0.484375, 0.515625 ]
[ 0.49836644530296326, 0.5016335844993591 ]
13.236782
204
a couple of people are playing volley ball
A poorly lit, color-clashing volleyball scene with no shadows or light effects, evoking emptiness and frustration through garish, disharmonious hues and a random, unfinished composition.
["richness", "color aesthetic", "emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: poorly lit, color-clashing, no shadows or light effects, emptiness, frustration, garish, disharmonious hues, random, unfinished composition.\n- 'poorly lit': The image is well-lit with distinct light sources.\n- 'colo...
{ "hpsv2_didp": 0.36474609375, "hpsv2_diop": 0.30908203125, "hpsv2_oidp": 0.287353515625, "hpsv2_oiop": 0.306884765625 }
-1
1
dance_flux
[ [ -1.841796875, 1.849609375 ], [ -2.537109375, 2.552734375 ] ]
{ "image_reward_didp": 1.1865234375, "image_reward_diop": 0.66845703125, "image_reward_oidp": 0.83349609375, "image_reward_oiop": 1.62890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.446818351745605, -4.954387664794922 ], "hpsv3_diop": [ 10.995101928710938, -5.03324556350708 ], "hpsv3_oidp": [ 12.132148742675781, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 2, 2, 1, 2 ], "scores": [ 0.193359375, 1.28125, 0.65234375, 0.0009765625, 0.6484375, 1.0703125, 1.0234375, 1.4921875, 1.9609375, 0....
0.967285
[ 0.1351252794265747, 0.8648747801780701 ]
[ 0.06542558968067169, 0.9345744252204895 ]
[ 0.521484375, 0.478515625 ]
[ 0.49772199988365173, 0.5022780299186707 ]
10.995102
205
A cement bench has a King Harald Street sign on it.
A distorted cement bench with a warped King Harald Street sign, evoking creepiness and loneliness through unnatural angles, blurred textures, and eerie shadows, making the scene feel unsettling and emotionally hollow.
["emotion", "main object", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- distorted cement bench: The bench has some texture and color variations, but its shape is not significantly distorted or warped.\n- warped King Harald Street sign: The sign's text is somewhat stylized and hard to read...
{ "hpsv2_didp": 0.3466796875, "hpsv2_diop": 0.314208984375, "hpsv2_oidp": 0.315673828125, "hpsv2_oiop": 0.3212890625 }
1
0
dance_flux
[ [ -3.7109375, 3.712890625 ], [ -3.40234375, 3.3984375 ] ]
{ "image_reward_didp": 0.63232421875, "image_reward_diop": 0.62255859375, "image_reward_oidp": 1.5498046875, "image_reward_oiop": 1.890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.37248706817627, -4.849658012390137 ], "hpsv3_diop": [ 14.708328247070312, -4.972468852996826 ], "hpsv3_oidp": [ 15.758061408996582, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.04296875, 1.015625, 0.87890625, 0.0927734375, 0.5703125, 1.46875, 0.8125, 0.6640625, 1.9609375, 0.36718...
1
[ 0.7110999226570129, 0.28890010714530945 ]
[ 0.18710191547870636, 0.8128980398178101 ]
[ 0.62060546875, 0.37939453125 ]
[ 0.4986307919025421, 0.5013692378997803 ]
14.708328
206
A cluster of airplanes fly in a formation and leave a series on contrails.
A cluster of distorted airplanes flies in a chaotic formation, leaving jagged, unnatural contrails. No shadows or lighting effects exist, creating a flat, eerie void. The scene evokes dread and unease, with mismatched proportions and warped aesthetics amplifying its unsettling, inauthentic nature.
["lighting distinction", "detail realism", "emotion", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'distorted airplanes': Not visible. The airplanes appear normal.\n- 'chaotic formation': Visible. The airplanes are scattered and not in an organized formation.\n- 'jagged, unnatural contrails'...
{ "hpsv2_didp": 0.371337890625, "hpsv2_diop": 0.341552734375, "hpsv2_oidp": 0.29248046875, "hpsv2_oiop": 0.292724609375 }
-1
1
dance_flux
[ [ -1.1552734375, 1.158203125 ], [ -2.00390625, 2.009765625 ] ]
{ "image_reward_didp": 1.6630859375, "image_reward_diop": 1.625, "image_reward_oidp": 1.314453125, "image_reward_oiop": 1.43359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.297054290771484, -5.021851539611816 ], "hpsv3_diop": [ 12.114776611328125, -5.031159400939941 ], "hpsv3_oidp": [ 8.332700729370117, -4....
{ "distorted": { "preds": [ 0, 2, 1, 2, 1, 1, 1, 2, 2, 0, 2 ], "scores": [ 0.095703125, 1.9609375, 0.9140625, 1.8984375, 0.8046875, 1.125, 0.859375, 1.6953125, 1.9921875, 0.0908203...
0.912598
[ 0.18632860481739044, 0.8136714100837708 ]
[ 0.00012238166527822614, 0.9998775720596313 ]
[ 0.26904296875, 0.73095703125 ]
[ 0.49454551935195923, 0.5054545402526855 ]
12.114777
207
A large collection of cooking utensils hanging on a wall.
A chaotic wall of cooking utensils, each jagged and fragmented, with rough, indistinct edges blending into a broken mosaic. Utensils appear mismatched and disproportionate, creating a discordant, visually shattered scene where details dissolve into incomprehensible fragments.
["detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n 1. Chaotic wall of cooking utensils\n 2. Each jagged and fragmented\n 3. Rough, indistinct edges blending into a broken mosaic\n 4. Utensils appear mismatched\n 5. Utensils appear disprop...
{ "hpsv2_didp": 0.324951171875, "hpsv2_diop": 0.272216796875, "hpsv2_oidp": 0.331787109375, "hpsv2_oiop": 0.3369140625 }
1
1
dance_flux
[ [ -1.037109375, 1.033203125 ], [ -3.64453125, 3.66015625 ] ]
{ "image_reward_didp": 1.1982421875, "image_reward_diop": 0.64794921875, "image_reward_oidp": 0.79541015625, "image_reward_oiop": 1.580078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.469554901123047, -5.046723365783691 ], "hpsv3_diop": [ 10.670984268188477, -5.022833347320557 ], "hpsv3_oidp": [ 9.547630310058594, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.16015625, 1.8515625, 0.953125, 0.48046875, 0.90625, 1.40625, 0.77734375, 0.3984375, 2, 0.20703125, ...
0.993652
[ 0.11752049624919891, 0.8824794888496399 ]
[ 0.12329261749982834, 0.8767073750495911 ]
[ 0.307373046875, 0.69287109375 ]
[ 0.4998246431350708, 0.5001753568649292 ]
10.670984
208
A woman carrying a platter filled with hot dogs.
A dim, shadowless scene where a woman holds a platter of hot dogs, barely visible and lost in a chaotic, disharmonious composition with no focal point or lighting contrast.
["lighting distinction", "object pairing", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- dim: The scene is quite dim, especially in the background and on the woman's left side.\n- shadowless: There are clear shadows present, for example, under the woman's chin and on her arm.\n- barely...
{ "hpsv2_didp": 0.337646484375, "hpsv2_diop": 0.291259765625, "hpsv2_oidp": 0.3974609375, "hpsv2_oiop": 0.396484375 }
-1
1
dance_flux
[ [ -0.57080078125, 0.54296875 ], [ -2.3671875, 2.353515625 ] ]
{ "image_reward_didp": 0.4208984375, "image_reward_diop": 0.397705078125, "image_reward_oidp": 1.859375, "image_reward_oiop": 1.9189453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.177959442138672, -5.008612155914307 ], "hpsv3_diop": [ 11.421549797058105, -5.026974678039551 ], "hpsv3_oidp": [ 15.556488990783691, -4...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.022216796875, 1.234375, 0.84375, 0.061279296875, 0.357421875, 1.171875, 0.9765625, 0.1015625, 1.9921875, ...
0.999023
[ 0.6541412472724915, 0.34585875272750854 ]
[ 0.48997440934181213, 0.5100255608558655 ]
[ 0.87890625, 0.120849609375 ]
[ 0.5050581693649292, 0.494941771030426 ]
11.42155
209
A person riding skis along a snow covered road.
A person riding skis along a snow-covered road, shrouded in deep darkness with no visible light or shadows, creating a flat, dimly lit scene where details are obscured by uniformly low brightness.
["color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - shrouded in deep darkness\n - no visible light\n - no visible shadows\n - creating a flat, dimly lit scene\n - details are obscured by uniformly low brightness\n- Check each ...
{ "hpsv2_didp": 0.322021484375, "hpsv2_diop": 0.30029296875, "hpsv2_oidp": 0.304443359375, "hpsv2_oiop": 0.317138671875 }
-1
1
dance_flux
[ [ 0.57861328125, -0.59521484375 ], [ -2.138671875, 2.134765625 ] ]
{ "image_reward_didp": 1.5966796875, "image_reward_diop": 1.1064453125, "image_reward_oidp": 0.310546875, "image_reward_oiop": 0.86572265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.75619888305664, -5.075546741485596 ], "hpsv3_diop": [ 14.515159606933594, -4.973369121551514 ], "hpsv3_oidp": [ 13.233314514160156, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.142578125, 1.546875, 1.078125, 0.0014190673828125, 0.51171875, 1.1796875, 0.95703125, 1, 1.4609375, 0.0...
0.899902
[ 0.13510321080684662, 0.8648967742919922 ]
[ 0.0006391716306097806, 0.9993608593940735 ]
[ 0.06951904296875, 0.9306640625 ]
[ 0.4960702359676361, 0.5039297342300415 ]
14.51516
210
A man is throwing a frisbee in a park
A man throws a frisbee in a park, but his limbs stretch unnaturally, the frisbee melts into a smear, and the grass bleeds gray. Empty voids replace trees. His face is hollow, eyes vacant—evoking dread. The scene feels unfinished, distorted, and emotionally hollow, amplifying loneliness and unease without intent or real...
["richness", "detail realism", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Limbs stretch unnaturally: Not visible. The man's limbs appear normal.\n- Frisbee melts into a smear: Not visible. The frisbees are clearly defined.\n- Grass bleeds gray: Not visible. The gras...
{ "hpsv2_didp": 0.334228515625, "hpsv2_diop": 0.321533203125, "hpsv2_oidp": 0.328125, "hpsv2_oiop": 0.3427734375 }
-1
1
dance_flux
[ [ -1.5361328125, 1.533203125 ], [ -2.310546875, 2.314453125 ] ]
{ "image_reward_didp": 1.7109375, "image_reward_diop": 1.7587890625, "image_reward_oidp": 1.357421875, "image_reward_oiop": 1.6513671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.776540756225586, -5.0135884284973145 ], "hpsv3_diop": [ 8.057564735412598, -4.812119960784912 ], "hpsv3_oidp": [ 11.627941131591797, -5...
{ "distorted": { "preds": [ 0, 2, 2, 1, 0, 1, 2, 1, 2, 1, 2 ], "scores": [ 0.03076171875, 1.9140625, 1.515625, 1.078125, 0.328125, 1.3125, 1.328125, 0.99609375, 1.9921875, 0.65625,...
0.818359
[ 0.3770374357700348, 0.6229625344276428 ]
[ 0.019237030297517776, 0.9807629585266113 ]
[ 0.501953125, 0.498046875 ]
[ 0.49687254428863525, 0.50312739610672 ]
8.057565
211
A group of people flying kites over a sandy beach.
A chaotic beach scene with garish, clashing colors—neon pinks and sickly greens—overexposed and jarring. Kites and people blend into the background, tiny and indistinct. Distorted figures and warped kites lack realism, creating an incoherent, visually unpleasant composition.
["color aesthetic", "object pairing", "main object", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- chaotic beach scene: The image shows a busy beach with many people and kites, which can be interpreted as chaotic.\n- garish, clashing colors (neon pinks and sickly greens): There are bright pi...
{ "hpsv2_didp": 0.323486328125, "hpsv2_diop": 0.3203125, "hpsv2_oidp": 0.276123046875, "hpsv2_oiop": 0.318603515625 }
1
1
dance_flux
[ [ 1.279296875, -1.28515625 ], [ -0.28857421875, 0.29052734375 ] ]
{ "image_reward_didp": 1.3798828125, "image_reward_diop": 1.6875, "image_reward_oidp": 0.1484375, "image_reward_oiop": 1.5859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.036499977111816, -4.996114253997803 ], "hpsv3_diop": [ 12.205957412719727, -5.060948371887207 ], "hpsv3_oidp": [ 8.867239952087402, -4....
{ "distorted": { "preds": [ 0, 2, 0, 0, 1, 1, 2, 1, 2, 0, 2 ], "scores": [ 0.22265625, 1.3515625, 0.50390625, 0.173828125, 0.57421875, 1.0625, 1.6640625, 0.8515625, 1.96875, 0.0566...
0.775879
[ 0.291027307510376, 0.708972692489624 ]
[ 0.18265493214130402, 0.8173450827598572 ]
[ 0.751953125, 0.248046875 ]
[ 0.49878421425819397, 0.5012156963348389 ]
12.205957
212
Some animals that are looking at something in front of them.
Distorted animals stare blankly ahead, their features warped and unnatural, evoking creepiness and fear. The background is a garish, low-quality blur, amplifying emptiness and anxiety, with heavy deformation persisting even when scaled down.
["emotion", "detail realism", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- Distorted animals: Present. The animals have exaggerated features (large eyes, long necks, large ears) that give them a distorted, unnatural look.\n- Stare blankly ahead: Present. Their large, wide-open eyes convey a blank sta...
{ "hpsv2_didp": 0.3486328125, "hpsv2_diop": 0.297119140625, "hpsv2_oidp": 0.294921875, "hpsv2_oiop": 0.28564453125 }
1
1
dance_flux
[ [ 1.6103515625, -1.62109375 ], [ -1.6484375, 1.6484375 ] ]
{ "image_reward_didp": 1.32421875, "image_reward_diop": 0.83251953125, "image_reward_oidp": 0.6357421875, "image_reward_oiop": 0.9658203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.981687545776367, -5.0479841232299805 ], "hpsv3_diop": [ 11.360461235046387, -5.071077823638916 ], "hpsv3_oidp": [ 10.455853462219238, -...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.109375, 1.796875, 0.7109375, 0.019287109375, 0.53515625, 1.3203125, 1.0625, 0.85546875, 2, 0.65234375, ...
0.341309
[ 0.0963377058506012, 0.9036623239517212 ]
[ 0.0009411214268766344, 0.9990589022636414 ]
[ 0.0243377685546875, 0.9755859375 ]
[ 0.49592381715774536, 0.5040762424468994 ]
11.360461
213
Tow cakes with white frosting on a table.
Two cakes with white frosting sit on a table, shrouded in dim, murky lighting that drowns their details; the background is indistinct and degraded, blurred with grainy noise and distortion, evoking unease and emptiness through its murky, unsettling visual decay.
["color brightness", "background", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dim, murky lighting, details drowned, indistinct and degraded background, blurred with grainy noise, distortion, evoking unease and emptiness, murky, unsettling visual decay.\n- 'dim, murky lighting': Visible. The ima...
{ "hpsv2_didp": 0.341796875, "hpsv2_diop": 0.29150390625, "hpsv2_oidp": 0.285888671875, "hpsv2_oiop": 0.312255859375 }
1
1
dance_flux
[ [ -0.6123046875, 0.59912109375 ], [ -2.9921875, 2.9921875 ] ]
{ "image_reward_didp": 1.615234375, "image_reward_diop": 1.4833984375, "image_reward_oidp": 0.74658203125, "image_reward_oiop": 1.22265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.364134788513184, -5.048442363739014 ], "hpsv3_diop": [ 10.031486511230469, -4.9951581954956055 ], "hpsv3_oidp": [ 12.477544784545898, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0458984375, 1.1171875, 0.7109375, 0.0184326171875, 0.65625, 1.125, 1.046875, 0.09326171875, 1.984375, 0...
0.938965
[ 0.026976311579346657, 0.9730236530303955 ]
[ 0.0008813075837679207, 0.9991187453269958 ]
[ 0.0333251953125, 0.966796875 ]
[ 0.49525728821754456, 0.5047427415847778 ]
10.031487
214
Someone uses a long pole to take a pizza out of a brink oven.
A tiny, peripheral pizza on a long pole is awkwardly extracted from a brick oven, blending into the chaotic, disharmonious background with mismatched proportions and discordant aesthetics, making the main object nearly unnoticeable.
["object pairing", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- A tiny pizza: The pizza is a normal size, not tiny.\n- Peripheral pizza: The pizza is centrally located, not peripheral.\n- Awkwardly extracted: The extraction looks natural, not awkward.\n- B...
{ "hpsv2_didp": 0.32666015625, "hpsv2_diop": 0.280029296875, "hpsv2_oidp": 0.309814453125, "hpsv2_oiop": 0.322021484375 }
-1
1
dance_flux
[ [ -1.63671875, 1.63671875 ], [ -3.16015625, 3.16796875 ] ]
{ "image_reward_didp": 0.95458984375, "image_reward_diop": 1.21875, "image_reward_oidp": 0.40234375, "image_reward_oiop": 1.537109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.015987396240234, -4.913283348083496 ], "hpsv3_diop": [ 13.912154197692871, -5.030799388885498 ], "hpsv3_oidp": [ 14.66015625, -4.955095...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.8515625, 1.96875, 1.203125, 0.00762939453125, 0.27734375, 1.5546875, 1.25, 0.39453125, 1.9765625, 0.390...
0.999023
[ 0.3276313245296478, 0.6723686456680298 ]
[ 0.1252489537000656, 0.8747510313987732 ]
[ 0.3486328125, 0.6513671875 ]
[ 0.49944519996643066, 0.5005548000335693 ]
13.912154
215
A street sign sitting below snow covered mountains.
A street sign sits awkwardly below snow-covered mountains, its proportions mismatched and out of scale, creating a chaotic, disharmonious composition that feels random and unfinished, lacking clear intent or aesthetic cohesion.
["object pairing", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- sits awkwardly: Not visible. The sign appears naturally placed.\n- proportions mismatched: Not visible. The sign's proportions seem normal.\n- out of scale: Not visible. The sign is appropriat...
{ "hpsv2_didp": 0.344482421875, "hpsv2_diop": 0.342041015625, "hpsv2_oidp": 0.3662109375, "hpsv2_oiop": 0.359375 }
0
1
dance_flux
[ [ 0.1842041015625, -0.2056884765625 ], [ -0.36474609375, 0.346923828125 ] ]
{ "image_reward_didp": 1.1435546875, "image_reward_diop": 1.263671875, "image_reward_oidp": 1.5966796875, "image_reward_oiop": 1.6298828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.751389503479004, -5.007442951202393 ], "hpsv3_diop": [ 15.161255836486816, -4.884112358093262 ], "hpsv3_oidp": [ 13.084961891174316, -5...
{ "distorted": { "preds": [ 0, 2, 2, 0, 0, 2, 1, 1, 2, 1, 2 ], "scores": [ 0.2431640625, 1.96875, 1.6875, 0.546875, 0.443359375, 1.46875, 0.859375, 1.203125, 1.9765625, 0.89453125,...
0.953125
[ 0.5253645181655884, 0.4746354818344116 ]
[ 0.37006932497024536, 0.6299306750297546 ]
[ 0.52734375, 0.47265625 ]
[ 0.4993320107460022, 0.5006679892539978 ]
15.161256
216
A woman is posing in a bikini next to a surfboard.
A woman in a bikini poses awkwardly beside a surfboard with mismatched scale and angle, against a blurry, pixelated background of muddy colors and jagged edges, creating visual chaos and disharmony that overwhelms the subject.
["object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - poses awkwardly\n - mismatched scale and angle\n - blurry background\n - pixelated background\n - muddy colors\n - jagged edges\n - visual chaos and disharmony that overwhelms the subject\n\n- Checking effe...
{ "hpsv2_didp": 0.360107421875, "hpsv2_diop": 0.34912109375, "hpsv2_oidp": 0.327392578125, "hpsv2_oiop": 0.342041015625 }
-1
1
dance_flux
[ [ -0.116455078125, 0.1015625 ], [ -1.748046875, 1.74609375 ] ]
{ "image_reward_didp": 1.845703125, "image_reward_diop": 1.91796875, "image_reward_oidp": 1.3623046875, "image_reward_oiop": 1.77734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.758673667907715, -4.738850116729736 ], "hpsv3_diop": [ 15.911394119262695, -4.6911468505859375 ], "hpsv3_oidp": [ 14.78873062133789, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.0152587890625, 1.890625, 1.296875, 0.00494384765625, 0.3828125, 1.5546875, 1.6484375, 0.142578125, 1.9921875,...
0.98877
[ 0.21666988730430603, 0.7833300828933716 ]
[ 0.38735491037368774, 0.612645149230957 ]
[ 0.043365478515625, 0.95654296875 ]
[ 0.49651405215263367, 0.5034859776496887 ]
15.911394
217
the building looms over the city and its windows are reflecting the sunlight
A blurry, distorted image of a towering building with sunlit windows, lacking background detail and suffering from poor lighting with no shadows or light effects, creating a low-quality, noise-filled visual.
["clarity", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Blurry: The image has a tilt-shift effect, making parts blurry.\n2. Distorted image: The image is not distorted in a way that would typically be described as 'distorted image' (e.g., warped, s...
{ "hpsv2_didp": 0.295654296875, "hpsv2_diop": 0.260986328125, "hpsv2_oidp": 0.311767578125, "hpsv2_oiop": 0.303466796875 }
1
1
dance_flux
[ [ 1.0380859375, -1.0625 ], [ -0.8525390625, 0.83349609375 ] ]
{ "image_reward_didp": 0.490478515625, "image_reward_diop": 0.0682373046875, "image_reward_oidp": -0.01340484619140625, "image_reward_oiop": 0.01470947265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.879077911376953, -5.0492844581604 ], "hpsv3_diop": [ 7.993643760681152, -4.802194595336914 ], "hpsv3_oidp": [ 13.09388256072998, -5.022...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 0, 1, 1, 0, 2 ], "scores": [ 0.1875, 0.953125, 0.85546875, 0.70703125, 0.76953125, 0.9375, 0.54296875, 0.56640625, 1, 0.1474609375, ...
0.873535
[ 0.340434193611145, 0.6595657467842102 ]
[ 0.0063088382594287395, 0.9936912059783936 ]
[ 0.226806640625, 0.7734375 ]
[ 0.49969008564949036, 0.5003098845481873 ]
7.993644
218
a couple of horses that are pulling a big waggon
Two distorted, ghostly horses drag a warped, oversized waggon through a barren, foggy void, their forms blurred and unnatural, evoking unease and emptiness, with no focal point, as if the scene was hastily abandoned and forgotten.
["main object", "richness", "emotion", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted, ghostly horses: The horses are not distorted or ghostly; they appear realistic.\n- warped, oversized waggon: The waggon is not warped or oversized; it appears normal.\n- barren, fog...
{ "hpsv2_didp": 0.333984375, "hpsv2_diop": 0.28173828125, "hpsv2_oidp": 0.33837890625, "hpsv2_oiop": 0.36181640625 }
1
1
dance_flux
[ [ 3.95703125, -3.984375 ], [ -3.220703125, 3.224609375 ] ]
{ "image_reward_didp": 1.58984375, "image_reward_diop": 0.6904296875, "image_reward_oidp": -0.051513671875, "image_reward_oiop": 1.134765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.909988403320312, -5.010827541351318 ], "hpsv3_diop": [ 9.355374336242676, -4.947052955627441 ], "hpsv3_oidp": [ 12.80349349975586, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.050537109375, 0.94140625, 0.75390625, 0.53125, 0.79296875, 0.90625, 0.53515625, 0.59765625, 1.96875, 0....
0.661621
[ 0.09323927015066147, 0.9067607522010803 ]
[ 0.000042960797145497054, 0.9999570846557617 ]
[ 0.1422119140625, 0.85791015625 ]
[ 0.49227219820022583, 0.5077278017997742 ]
9.355374
219
A batter holding onto the end of a broken bat.
A batter clutches the jagged end of a broken bat, bathed in flat, shadowless light that erases depth, creating a disharmonious scene where the bat’s splintered edge clashes awkwardly with the batter’s grip, lacking proportion or aesthetic cohesion.
["lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"bathed in flat, shadowless light that erases depth\"\n - \"creating a disharmonious scene\"\n - \"where the bat’s splintered edge clashes awkwardly with the batter’s grip\"\n - \"lack...
{ "hpsv2_didp": 0.281982421875, "hpsv2_diop": 0.321044921875, "hpsv2_oidp": 0.27685546875, "hpsv2_oiop": 0.311767578125 }
1
1
dance_flux
[ [ -0.5107421875, 0.505859375 ], [ -1.8916015625, 1.890625 ] ]
{ "image_reward_didp": 1.2158203125, "image_reward_diop": 0.60791015625, "image_reward_oidp": 1.0048828125, "image_reward_oiop": 1.0146484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.391688346862793, -4.829049587249756 ], "hpsv3_diop": [ 14.107678413391113, -4.996630668640137 ], "hpsv3_oidp": [ 13.118432998657227, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.36328125, 1.8828125, 0.87890625, 0.0035400390625, 0.9375, 1.421875, 1.015625, 0.2373046875, 2, 0.061035...
0.481445
[ 0.28353220224380493, 0.7164677977561951 ]
[ 0.005071590188890696, 0.9949284791946411 ]
[ 0.7880859375, 0.2120361328125 ]
[ 0.49777495861053467, 0.5022249817848206 ]
14.107678
220
A cat laying on top of a white couch next to a blanket.
A blurry cat lies on a white couch beside a blanket, with heavy noise and distortion obscuring details. The background is indistinct and low-quality, lacking depth. No shadows or light effects are visible. Ugly, clashing colors dominate, appearing overexposed and disharmonious, creating an unpleasant visual.
["clarity", "background", "lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Blurry: Not visible.\n- Heavy noise and distortion: Not visible.\n- Indistinct and low-quality background: Not visible.\n- Lacking depth: Not visible.\n- No shadows or light effects: Not visible, shadows and light effects are clearly present.\n- Ug...
{ "hpsv2_didp": 0.357421875, "hpsv2_diop": 0.328125, "hpsv2_oidp": 0.344482421875, "hpsv2_oiop": 0.32861328125 }
-1
1
dance_flux
[ [ -1.8916015625, 1.876953125 ], [ -2.037109375, 2.02734375 ] ]
{ "image_reward_didp": 1.146484375, "image_reward_diop": 0.347900390625, "image_reward_oidp": 1.7099609375, "image_reward_oiop": 1.5537109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.982283592224121, -4.992351055145264 ], "hpsv3_diop": [ 14.22700023651123, -4.993587970733643 ], "hpsv3_oidp": [ 13.103658676147461, -5....
{ "distorted": { "preds": [ 1, 2, 2, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.734375, 1.78125, 1.9140625, 0.021728515625, 0.77734375, 1.6796875, 0.78125, 0.2578125, 1.9921875, 0.25,...
0.99707
[ 0.4629742503166199, 0.5370256900787354 ]
[ 0.5449290871620178, 0.4550709128379822 ]
[ 0.52734375, 0.47265625 ]
[ 0.49928730726242065, 0.5007126927375793 ]
14.227
221
A woman walking her dog talks on a cell phone.
A woman walking her dog talks on a cell phone, but the image is heavily distorted with noise, blur, and inconsistent realism, making figures and objects appear deformed and indistinct, lacking clear intent or design.
["richness", "clarity", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- heavily distorted with noise: Not visible.\n- blur: Not visible.\n- inconsistent realism: Not visible.\n- figures and objects appear deformed: Not visible.\n- indistinct: Not visible.\n- lacki...
{ "hpsv2_didp": 0.32421875, "hpsv2_diop": 0.302734375, "hpsv2_oidp": 0.32958984375, "hpsv2_oiop": 0.340087890625 }
-1
0
dance_flux
[ [ -0.61572265625, 0.6064453125 ], [ 0.144287109375, -0.15673828125 ] ]
{ "image_reward_didp": 1.5810546875, "image_reward_diop": 1.5478515625, "image_reward_oidp": 1.7451171875, "image_reward_oiop": 1.8173828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.269533157348633, -4.847064971923828 ], "hpsv3_diop": [ 13.76476001739502, -5.021924018859863 ], "hpsv3_oidp": [ 14.558221817016602, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 1, 2, 0, 2 ], "scores": [ 0.1455078125, 1.40625, 1.3359375, 0.0927734375, 0.80078125, 1.4453125, 1.7890625, 0.96875, 2, 0.21484375,...
0.993652
[ 0.5054767727851868, 0.494523286819458 ]
[ 0.5595274567604065, 0.4404725730419159 ]
[ 0.4609375, 0.5390625 ]
[ 0.5004791617393494, 0.4995208978652954 ]
13.76476
222
A lush green field with lots of animals grazing on it.
A lush green field with grazing animals appears fragmented and broken, lacking light or shadow. Details are blatantly rough and unfinished, making objects indiscernible. The image feels extremely rough, with no discernible textures or forms, prioritizing visual fragmentation over clarity.
["lighting distinction", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented and broken, lacking light or shadow, details are blatantly rough and unfinished, objects indiscernible, extremely rough, no discernible textures or forms, prioritizing visual fragmentation over clarity.\n- ...
{ "hpsv2_didp": 0.351806640625, "hpsv2_diop": 0.337890625, "hpsv2_oidp": 0.36181640625, "hpsv2_oiop": 0.343017578125 }
-1
1
dance_flux
[ [ 0.396484375, -0.4111328125 ], [ -0.2401123046875, 0.225830078125 ] ]
{ "image_reward_didp": 1.08203125, "image_reward_diop": 0.89208984375, "image_reward_oidp": 1.2294921875, "image_reward_oiop": 1.07421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.977823257446289, -5.058864116668701 ], "hpsv3_diop": [ 12.099635124206543, -5.058368682861328 ], "hpsv3_oidp": [ 11.285523414611816, -5...
{ "distorted": { "preds": [ 0, 2, 2, 2, 0, 2, 2, 1, 2, 0, 2 ], "scores": [ 0.15625, 1.9296875, 1.8984375, 1.8671875, 0.08544921875, 1.4609375, 1.875, 1.28125, 1.984375, 0.26953125,...
0.504395
[ 0.489155113697052, 0.5108449459075928 ]
[ 0.5507093071937561, 0.4492906928062439 ]
[ 0.418701171875, 0.58154296875 ]
[ 0.5004012584686279, 0.4995987117290497 ]
12.099635
223
A counter topped with vegetables covered in meat.
A counter topped with vegetables covered in meat, rendered in extreme blur with heavy noise distortion, lacking any light or shadow, creating a flat, indistinct, and grainy visual with no depth or contrast.
["lighting distinction", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- extreme blur: Not visible. The image is sharp and in focus.\n- heavy noise distortion: Not visible. The image is clean.\n- lacking any light or shadow: Not visible. There are clear light sourc...
{ "hpsv2_didp": 0.29248046875, "hpsv2_diop": 0.26513671875, "hpsv2_oidp": 0.258056640625, "hpsv2_oiop": 0.2496337890625 }
-1
1
dance_flux
[ [ 0.5419921875, -0.564453125 ], [ -0.7998046875, 0.78173828125 ] ]
{ "image_reward_didp": 0.2646484375, "image_reward_diop": 0.09576416015625, "image_reward_oidp": -0.12188720703125, "image_reward_oiop": -0.464111328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.495107650756836, -4.816400527954102 ], "hpsv3_diop": [ 15.745880126953125, -4.761885643005371 ], "hpsv3_oidp": [ 14.990150451660156, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.484375, 1.734375, 1.375, 0.04541015625, 0.53125, 1.3828125, 0.8984375, 0.2158203125, 1.984375, 0.316406...
0.264648
[ 0.2708428204059601, 0.7291572093963623 ]
[ 0.5660597681999207, 0.43394023180007935 ]
[ 0.182373046875, 0.8173828125 ]
[ 0.5007167458534241, 0.49928322434425354 ]
15.74588
224
A hotel bedroom scene with illumination from candlelight
A dim, blurry hotel bedroom lit by flickering candlelight, with no discernible shadows or depth, evoking loneliness and unease; the background is indistinct and low-quality, amplifying the unsettling, distorted atmosphere.
["background", "lighting distinction", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects:\n- dim: Visible. The room is dimly lit.\n- blurry: Partially visible. Some parts are blurry, but not uniformly.\n- flickering candlelight: Not visible. The light sources appear steady.\n- no discernible shadows or depth: Not visib...
{ "hpsv2_didp": 0.301025390625, "hpsv2_diop": 0.265380859375, "hpsv2_oidp": 0.322998046875, "hpsv2_oiop": 0.316650390625 }
1
1
dance_flux
[ [ 0.59228515625, -0.61376953125 ], [ -0.78369140625, 0.76806640625 ] ]
{ "image_reward_didp": -0.10467529296875, "image_reward_diop": 0.148681640625, "image_reward_oidp": 0.0491943359375, "image_reward_oiop": 1.064453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.3181791305542, -5.042088031768799 ], "hpsv3_diop": [ 7.955629348754883, -4.775183200836182 ], "hpsv3_oidp": [ 11.499302864074707, -5.03...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.0123291015625, 1.734375, 0.79296875, 0.0576171875, 0.640625, 1.1796875, 0.796875, 0.2216796875, 1.484375, ...
0.908203
[ 0.3452238142490387, 0.6547761559486389 ]
[ 0.23457716405391693, 0.7654228210449219 ]
[ 0.32080078125, 0.67919921875 ]
[ 0.4991113543510437, 0.5008885860443115 ]
7.955629
225
A man performing a skateboarding trick on a skateboard ramp.
A man performing a skateboarding trick on a ramp, surrounded by garish, clashing colors like neon green and muddy brown, with a blurry, empty background and overexposed lighting that makes the scene look unfinished and visually jarring.
["color aesthetic", "background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Garish, clashing colors like neon green and muddy brown: The ramp has neon green and orange, which could be considered clashing.\n- Blurry, empty background: The background is somewhat blurry ...
{ "hpsv2_didp": 0.318603515625, "hpsv2_diop": 0.312255859375, "hpsv2_oidp": 0.282470703125, "hpsv2_oiop": 0.313232421875 }
-1
1
dance_flux
[ [ 2.8359375, -2.85546875 ], [ -0.2459716796875, 0.2412109375 ] ]
{ "image_reward_didp": 0.8798828125, "image_reward_diop": 1.521484375, "image_reward_oidp": -0.740234375, "image_reward_oiop": 1.294921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.881046295166016, -4.6658196449279785 ], "hpsv3_diop": [ 15.481454849243164, -4.819673538208008 ], "hpsv3_oidp": [ 14.521679878234863, -...
{ "distorted": { "preds": [ 0, 2, 1, 2, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.030029296875, 1.7421875, 0.76171875, 1.671875, 0.3046875, 1.3046875, 0.96875, 0.294921875, 2, 0.2021484...
0.341553
[ 0.4038666784763336, 0.596133291721344 ]
[ 0.04890850558876991, 0.9510915279388428 ]
[ 0.541015625, 0.458984375 ]
[ 0.4979168176651001, 0.5020831823348999 ]
15.481455
226
This photo shows an adult bear and a bear cub.
A dimly lit scene where an adult bear and cub are barely visible, blending into the shadows; their forms are small, peripheral, and indistinct, lost in the overwhelming darkness that dominates the frame.
["main object", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"dimly lit scene\"\n - \"adult bear and cub are barely visible\"\n - \"blending into the shadows\"\n - \"forms are small\"\n - \"peripheral\"\n - \"indistinct\"\n - \"lost in the ov...
{ "hpsv2_didp": 0.315673828125, "hpsv2_diop": 0.254638671875, "hpsv2_oidp": 0.3662109375, "hpsv2_oiop": 0.34033203125 }
1
1
dance_flux
[ [ 1.599609375, -1.62890625 ], [ -2.263671875, 2.25390625 ] ]
{ "image_reward_didp": 0.87890625, "image_reward_diop": 0.042236328125, "image_reward_oidp": 0.365478515625, "image_reward_oiop": 1.123046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.347906112670898, -5.0860748291015625 ], "hpsv3_diop": [ 13.176858901977539, -5.064455986022949 ], "hpsv3_oidp": [ 11.415942192077637, -...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 2, 2, 1, 2 ], "scores": [ 0.2578125, 1.25, 1.265625, 0.92578125, 0.330078125, 1.1953125, 1, 1.5, 1.96875, 0.8359375, 1.53125 ...
0.66748
[ 0.5298830270767212, 0.4701170027256012 ]
[ 0.008421717211604118, 0.991578221321106 ]
[ 0.5078125, 0.4921875 ]
[ 0.4991171061992645, 0.5008829236030579 ]
13.176859
227
A trunk filled with plants with a mirror behind it.
A trunk overflowing with plants sits awkwardly before a mirror, creating a disharmonious pairing; flat, shadowless lighting dulls the scene, while a low-quality, barren background amplifies emptiness and unease, evoking discomfort and isolation.
["object pairing", "lighting distinction", "background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: \"overflowing with plants\", \"awkwardly before a mirror\", \"disharmonious pairing\", \"flat, shadowless lighting\", \"low-quality, barren background\", \"amplifies emptiness and unease\", \"evoking discomfort and is...
{ "hpsv2_didp": 0.276611328125, "hpsv2_diop": 0.261474609375, "hpsv2_oidp": 0.267578125, "hpsv2_oiop": 0.263916015625 }
1
1
dance_flux
[ [ -1.0634765625, 1.0546875 ], [ -2.421875, 2.41796875 ] ]
{ "image_reward_didp": 1.03125, "image_reward_diop": 0.25048828125, "image_reward_oidp": 0.55078125, "image_reward_oiop": 0.58984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.924567222595215, -5.051410675048828 ], "hpsv3_diop": [ 13.560688018798828, -5.034298896789551 ], "hpsv3_oidp": [ 12.36368465423584, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.0908203125, 1.203125, 1.0390625, 0.034912109375, 0.44140625, 1.3515625, 0.9140625, 0.6015625, 1.9921875, ...
0.999512
[ 0.27477914094924927, 0.7252208590507507 ]
[ 0.0139982420951128, 0.98600172996521 ]
[ 0.2861328125, 0.7138671875 ]
[ 0.4986124038696289, 0.5013875365257263 ]
13.560688
228
A adult hitting a tennis ball during a tennis match.
A blurry, overexposed tennis match scene with garish, clashing colors; the adult hitting the ball is tiny and lost in the corner, surrounded by random, unfinished visual noise lacking clear intent or design.
["richness", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: Not visible.\n- overexposed: Not visible.\n- garish, clashing colors: Not visible.\n- adult hitting the ball is tiny and lost in the corner: The person hitting the ball is a child, not ...
{ "hpsv2_didp": 0.294921875, "hpsv2_diop": 0.2646484375, "hpsv2_oidp": 0.275390625, "hpsv2_oiop": 0.310546875 }
-1
0
dance_flux
[ [ 0.28857421875, -0.291748046875 ], [ 1.4248046875, -1.435546875 ] ]
{ "image_reward_didp": 0.298095703125, "image_reward_diop": -0.422607421875, "image_reward_oidp": 0.69677734375, "image_reward_oiop": 0.456787109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.350648880004883, -5.028909683227539 ], "hpsv3_diop": [ 10.072028160095215, -4.97182035446167 ], "hpsv3_oidp": [ 14.534894943237305, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 2, 2, 1, 2 ], "scores": [ 0.09814453125, 1.7265625, 0.9375, 0.171875, 0.578125, 1.25, 1.5546875, 1.34375, 2, 0.77734375, 1.75...
0.197876
[ 0.6459513306617737, 0.35404863953590393 ]
[ 0.026090256869792938, 0.9739097356796265 ]
[ 0.8310546875, 0.1688232421875 ]
[ 0.4979307949542999, 0.5020691752433777 ]
10.072028
229
A city train as it travels down the tracks.
A city train travels down tracks, blurred with heavy noise and distortion, creating a chaotic, disharmonious scene where proportions and aesthetics clash, emphasizing the image's unnatural, discordant visual disruption.
["clarity", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n- blurred: The image shows motion blur, especially in the background and on the tracks.\n- heavy noise: There is no heavy noise visible in the image.\n- distortion: There is some motion dist...
{ "hpsv2_didp": 0.32861328125, "hpsv2_diop": 0.315185546875, "hpsv2_oidp": 0.322509765625, "hpsv2_oiop": 0.30859375 }
1
1
dance_flux
[ [ 0.87255859375, -0.89599609375 ], [ -1.9677734375, 1.958984375 ] ]
{ "image_reward_didp": 0.97265625, "image_reward_diop": 0.62451171875, "image_reward_oidp": 0.338623046875, "image_reward_oiop": 0.491455078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.931389808654785, -4.9250383377075195 ], "hpsv3_diop": [ 16.055233001708984, -4.636812686920166 ], "hpsv3_oidp": [ 15.188054084777832, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.2158203125, 1.046875, 0.9140625, 0.0003948211669921875, 0.69921875, 1, 0.72265625, 1.0625, 1.9609375, 0...
0.404785
[ 0.31459152698516846, 0.6854084730148315 ]
[ 0.008889670483767986, 0.9911103248596191 ]
[ 0.32080078125, 0.67919921875 ]
[ 0.4995644688606262, 0.500435471534729 ]
16.055233
230
A woman is walking down the street alone and talking on the phone.
A woman walking alone, talking on the phone, rendered with no light or shadow, appearing extremely fragmented and broken, with rough, unfinished details making objects indiscernible, lacking clear intent or design, seeming random and completely unfinished.
["lighting distinction", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- no light or shadow: Not visible. The image has clear lighting and shadows.\n- extremely fragmented and broken: Visible in the cobblestone street, which appears fragmented and broken.\n- rough, unfinished details making objects indiscernible: Not vis...
{ "hpsv2_didp": 0.343994140625, "hpsv2_diop": 0.30712890625, "hpsv2_oidp": 0.31689453125, "hpsv2_oiop": 0.315185546875 }
-1
1
dance_flux
[ [ 1.013671875, -1.025390625 ], [ 0.024444580078125, -0.0323486328125 ] ]
{ "image_reward_didp": 1.7412109375, "image_reward_diop": 1.564453125, "image_reward_oidp": 1.42578125, "image_reward_oiop": 1.4423828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.573453903198242, -5.04124641418457 ], "hpsv3_diop": [ 14.356346130371094, -4.983952045440674 ], "hpsv3_oidp": [ 14.499378204345703, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 1, 2, 0, 2 ], "scores": [ 0.1591796875, 1.421875, 0.9609375, 0.0025177001953125, 0.82421875, 1.3671875, 1.171875, 0.8203125, 2, 0.0...
0.899414
[ 0.22784528136253357, 0.7721547484397888 ]
[ 0.007319904863834381, 0.9926800727844238 ]
[ 0.302490234375, 0.69775390625 ]
[ 0.4974035620689392, 0.5025964379310608 ]
14.356346
231
A man in black throwing a green frisbee.
A fragmented, distorted scene where a man in black, barely visible, hurls a green frisbee; the image is rough, broken, and inauthentic, evoking anxiety and emptiness through its incomprehensible, deformed details.
["main object", "detail refinement", "detail realism", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented: Visible through the crack-like lines across the image.\n- distorted scene: The crack-like lines create a sense of distortion.\n- barely visible: The main subject is clearly visible, not barely.\n- rough: ...
{ "hpsv2_didp": 0.292724609375, "hpsv2_diop": 0.274658203125, "hpsv2_oidp": 0.322021484375, "hpsv2_oiop": 0.33935546875 }
1
1
dance_flux
[ [ -0.7646484375, 0.7607421875 ], [ -2.53515625, 2.54296875 ] ]
{ "image_reward_didp": 1.763671875, "image_reward_diop": 1.3125, "image_reward_oidp": 1.75390625, "image_reward_oiop": 1.794921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.37646198272705, -5.0142292976379395 ], "hpsv3_diop": [ 7.690410137176514, -4.759477615356445 ], "hpsv3_oidp": [ 13.399017333984375, -4....
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 0, 2, 1, 2, 1, 1 ], "scores": [ 0.0289306640625, 1.3125, 0.68359375, 0.9296875, 0.57421875, 0.69140625, 1.203125, 0.9609375, 1.96875, 0.6...
0.975586
[ 0.41810235381126404, 0.5818976163864136 ]
[ 0.4219183623790741, 0.5780816078186035 ]
[ 0.939453125, 0.060516357421875 ]
[ 0.49916237592697144, 0.5008376240730286 ]
7.69041
232
An adorable little girl riding on the back of a brown horse.
An adorable little girl rides a brown horse under flat, lifeless lighting with no shadows or highlights; colors are jarring—muddy browns clash with oversaturated pinks and greens, creating an ugly, discordant palette that overwhelms the scene’s charm.
["lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: flat, lifeless lighting with no shadows or highlights; jarring colors; muddy browns clash with oversaturated pinks and greens; ugly, discordant palette.\n- Flat, lifeless lighting with no shadows or highlights: Not visible...
{ "hpsv2_didp": 0.390869140625, "hpsv2_diop": 0.34814453125, "hpsv2_oidp": 0.3447265625, "hpsv2_oiop": 0.337158203125 }
-1
0
dance_flux
[ [ -2.080078125, 2.076171875 ], [ -1.82421875, 1.81640625 ] ]
{ "image_reward_didp": 1.8857421875, "image_reward_diop": 1.8779296875, "image_reward_oidp": 1.6025390625, "image_reward_oiop": 1.84375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.233501434326172, -5.0249104499816895 ], "hpsv3_diop": [ 13.047699928283691, -5.049375057220459 ], "hpsv3_oidp": [ 15.615569114685059, -...
{ "distorted": { "preds": [ 0, 2, 2, 0, 0, 2, 2, 0, 2, 0, 2 ], "scores": [ 0.228515625, 1.7578125, 1.9140625, 0.00135040283203125, 0.1865234375, 1.625, 1.84375, 0.36328125, 2, 0.10...
0.991699
[ 0.3980238735675812, 0.6019760966300964 ]
[ 0.0044016106985509396, 0.995598316192627 ]
[ 0.32763671875, 0.67236328125 ]
[ 0.49708977341651917, 0.5029102563858032 ]
13.0477
233
some pancakes cover with bananas, nuts, and some whipped cream
Pancakes with bananas, nuts, and whipped cream appear fragmented and broken, with garish, clashing colors and overexposed tones. Details are rough and indistinct, making objects hard to discern. The main subject is inconspicuous, lost amid the chaotic, unpleasant aesthetic.
["color aesthetic", "detail refinement", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt describes the following visual effects:\n1. Pancakes appear fragmented and broken: Not visible. The pancakes are whole and well-formed.\n2. Garish, clashing colors: Not visible. The colors are natural and harmonious.\n3. Overexpo...
{ "hpsv2_didp": 0.35986328125, "hpsv2_diop": 0.33984375, "hpsv2_oidp": 0.36376953125, "hpsv2_oiop": 0.36279296875 }
-1
1
dance_flux
[ [ -1.474609375, 1.470703125 ], [ -2.908203125, 2.912109375 ] ]
{ "image_reward_didp": 1.515625, "image_reward_diop": 1.7041015625, "image_reward_oidp": 1.482421875, "image_reward_oiop": 1.8115234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.6488618850708, -5.0356268882751465 ], "hpsv3_diop": [ 15.280256271362305, -4.845547676086426 ], "hpsv3_oidp": [ 13.993871688842773, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 2 ], "scores": [ 0.146484375, 1.8125, 1.3984375, 0.014404296875, 0.7578125, 1.5859375, 1.421875, 0.21875, 2, 0.3125, ...
0.999023
[ 0.4433099627494812, 0.556689977645874 ]
[ 0.18820708990097046, 0.8117928504943848 ]
[ 0.658203125, 0.341552734375 ]
[ 0.49924126267433167, 0.500758707523346 ]
15.280256
234
Many trains drive on top of train tracks.
Trains on tracks dissolve into fragmented, jagged pixels; edges blur into noise, details vanish into rough, broken textures, rendering objects indiscernible and the scene incomprehensibly shattered.
["main object", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dissolve into fragmented, jagged pixels; edges blur into noise; details vanish into rough, broken textures; rendering objects indiscernible; scene incomprehensibly shattered.\n- Check each effect:\n - \"dissolve into...
{ "hpsv2_didp": 0.34326171875, "hpsv2_diop": 0.301513671875, "hpsv2_oidp": 0.322265625, "hpsv2_oiop": 0.320556640625 }
-1
1
dance_flux
[ [ 2.427734375, -2.462890625 ], [ -1.98828125, 1.96875 ] ]
{ "image_reward_didp": 1.2275390625, "image_reward_diop": 0.69189453125, "image_reward_oidp": 0.71533203125, "image_reward_oiop": 0.84033203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.037224769592285, -5.0164947509765625 ], "hpsv3_diop": [ 7.88592529296875, -4.795362949371338 ], "hpsv3_oidp": [ 14.33992862701416, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.03857421875, 1, 0.93359375, 0.828125, 0.828125, 1.125, 0.609375, 0.6484375, 1.8828125, 0.56640625, ...
0.775879
[ 0.28071072697639465, 0.7192893028259277 ]
[ 0.011864089407026768, 0.9881359338760376 ]
[ 0.60009765625, 0.39990234375 ]
[ 0.4954228401184082, 0.5045772194862366 ]
7.885925
235
A man holding a little girls arms about to swing a bat
A dimly lit, nearly black scene where a man and girl are faintly visible at the edge, barely discernible; no clear subject dominates, and the background is a muddy, indistinct blur with no detail or structure, making the entire image visually flat and unengaging.
["color brightness", "main object", "background"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - dimly lit\n - nearly black scene\n - man and girl faintly visible\n - at the edge, barely discernible\n - no clear subject dominates\n - background is a muddy, indistinct blur\n - no d...
{ "hpsv2_didp": 0.306884765625, "hpsv2_diop": 0.2374267578125, "hpsv2_oidp": 0.281494140625, "hpsv2_oiop": 0.3349609375 }
-1
1
dance_flux
[ [ 0.46875, -0.478515625 ], [ -0.6044921875, 0.59814453125 ] ]
{ "image_reward_didp": 1.3291015625, "image_reward_diop": -1.9111328125, "image_reward_oidp": 0.1837158203125, "image_reward_oiop": 1.0517578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.230063438415527, -5.072340965270996 ], "hpsv3_diop": [ 5.076918601989746, -4.265337944030762 ], "hpsv3_oidp": [ 10.671277046203613, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.08544921875, 1.40625, 1.203125, 0.875, 0.12109375, 1.234375, 1.4765625, 0.2255859375, 1.9765625, 0.3496...
0.836426
[ 0.059243518859148026, 0.9407564997673035 ]
[ 0.0003622625081334263, 0.9996377229690552 ]
[ 0.014617919921875, 0.9853515625 ]
[ 0.4944235384464264, 0.505576491355896 ]
5.076919
236
A man sitting on a bench with a book and a bag.
A man sits on a bench with a book and bag, but the image is fragmented and broken, with rough, indiscernible textures; details are blatantly unfinished, making objects impossible to discern, appearing random and lacking clear intent.
["detail refinement", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented and broken: Not visible.\n- rough, indiscernible textures: Not visible.\n- details are blatantly unfinished: Not visible.\n- objects impossible to discern: Not visible.\n- appearing...
{ "hpsv2_didp": 0.375, "hpsv2_diop": 0.35400390625, "hpsv2_oidp": 0.321044921875, "hpsv2_oiop": 0.3203125 }
-1
1
dance_flux
[ [ -0.20263671875, 0.1849365234375 ], [ -2.623046875, 2.62109375 ] ]
{ "image_reward_didp": 1.982421875, "image_reward_diop": 1.9677734375, "image_reward_oidp": 1.8720703125, "image_reward_oiop": 1.9189453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.343719482421875, -5.06898307800293 ], "hpsv3_diop": [ 15.721735000610352, -4.7563982009887695 ], "hpsv3_oidp": [ 13.26512622833252, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.10009765625, 1.4453125, 0.9921875, 0.006011962890625, 0.8046875, 1.515625, 0.91796875, 0.208984375, 2, ...
0.988281
[ 0.21660776436328888, 0.7833922505378723 ]
[ 0.0018777087097987533, 0.9981222748756409 ]
[ 0.08154296875, 0.91845703125 ]
[ 0.4980362355709076, 0.5019637942314148 ]
15.721735
237
A tall giraffe standing next to a zebra.
A tall giraffe and zebra stand side by side, shrouded in dim, murky tones; the image is heavily blurred with grainy noise, obscuring details and creating a hazy, indistinct appearance.
["color brightness", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n1. shrouded in dim, murky tones: The image has a dim, somewhat murky quality, especially in the background.\n2. heavily blurred: The image is not heavily blurred; the subjects are quite sharp.\n3. grainy noise: There i...
{ "hpsv2_didp": 0.341064453125, "hpsv2_diop": 0.3056640625, "hpsv2_oidp": 0.347900390625, "hpsv2_oiop": 0.34521484375 }
1
1
dance_flux
[ [ 2.3828125, -2.412109375 ], [ -0.2529296875, 0.23779296875 ] ]
{ "image_reward_didp": 1.423828125, "image_reward_diop": 1.224609375, "image_reward_oidp": 0.5615234375, "image_reward_oiop": 1.3349609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.196221351623535, -4.87013578414917 ], "hpsv3_diop": [ 12.813398361206055, -5.05334997177124 ], "hpsv3_oidp": [ 14.715054512023926, -4.9...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0096435546875, 1.0234375, 1, 0.78125, 0.328125, 1.3125, 1.203125, 0.6875, 2, 0.24609375, 1.34375 ...
0.87793
[ 0.3567674160003662, 0.643232524394989 ]
[ 0.06768449395895004, 0.9323155283927917 ]
[ 0.60009765625, 0.39990234375 ]
[ 0.49785852432250977, 0.5021414756774902 ]
12.813398
238
A man in blue jacket sliding down a snowy hill.
A man in a blue jacket slides down a snowy hill, but the image is fragmented and broken, with ugly, clashing colors—overexposed whites, muddy blues, and jarring yellows—making details rough and indiscernible, lacking clear intent or design.
["color aesthetic", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented and broken: Not visible.\n- ugly, clashing colors: Not visible.\n- overexposed whites: Not visible.\n- muddy blues: Not visible.\n- jarring yellows: Not visible.\n- rough and indiscernible details: Not visib...
{ "hpsv2_didp": 0.358642578125, "hpsv2_diop": 0.3515625, "hpsv2_oidp": 0.311279296875, "hpsv2_oiop": 0.339599609375 }
-1
1
dance_flux
[ [ -0.2193603515625, 0.20947265625 ], [ -1.3525390625, 1.345703125 ] ]
{ "image_reward_didp": 0.06683349609375, "image_reward_diop": 0.89599609375, "image_reward_oidp": 0.474609375, "image_reward_oiop": 1.9375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.963574409484863, -4.900949954986572 ], "hpsv3_diop": [ 14.065187454223633, -5.003554821014404 ], "hpsv3_oidp": [ 12.12596607208252, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.050048828125, 1.9453125, 1.0390625, 0.00238037109375, 0.447265625, 1.390625, 0.9375, 0.921875, 2, 0.033...
0.990234
[ 0.1969839632511139, 0.8030160665512085 ]
[ 0.021658049896359444, 0.9783419370651245 ]
[ 0.1490478515625, 0.85107421875 ]
[ 0.49605175852775574, 0.5039482116699219 ]
14.065187
239
Many people with umbrellas are waiting to cross the street.
Many people with umbrellas wait to cross a street, but the image is fragmented and broken, lacking clear intent. Background is absent or ugly, lighting is flat with no shadows, and details are rough, making objects indiscernible.
["richness", "detail refinement", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Image is fragmented and broken: Not visible.\n2. Lacking clear intent: Not visible.\n3. Background is absent or ugly: The background is present and detailed, not ugly.\n4. Lighting is ...
{ "hpsv2_didp": 0.369873046875, "hpsv2_diop": 0.355224609375, "hpsv2_oidp": 0.344970703125, "hpsv2_oiop": 0.342529296875 }
-1
1
dance_flux
[ [ 1.328125, -1.357421875 ], [ 0.4482421875, -0.473388671875 ] ]
{ "image_reward_didp": 1.083984375, "image_reward_diop": 1.59765625, "image_reward_oidp": 0.81005859375, "image_reward_oiop": 0.849609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.573325157165527, -4.91893196105957 ], "hpsv3_diop": [ 15.778785705566406, -4.726248264312744 ], "hpsv3_oidp": [ 14.237500190734863, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.74609375, 1.5, 0.95703125, 0.052001953125, 0.81640625, 1.1953125, 0.640625, 0.310546875, 1.9140625, 0.1...
0.246094
[ 0.3345737159252167, 0.6654262542724609 ]
[ 0.3665299415588379, 0.6334700584411621 ]
[ 0.383056640625, 0.61669921875 ]
[ 0.4980318546295166, 0.5019680857658386 ]
15.778786
240
A man drinking a glass of red wine
A man drinks red wine, but the glass is grotesquely oversized, his hand deformed, and the wine spills unnaturally. The background is a blurry, pixelated void with clashing colors, creating a chaotic, disharmonious scene that feels surreal and inauthentic.
["object pairing", "detail realism", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- grotesquely oversized glass: The glass is not oversized.\n- hand deformed: The hand is not deformed.\n- wine spills unnaturally: The wine is spilling unnaturally from the glass and mouth.\n- blurry, pixelated void ba...
{ "hpsv2_didp": 0.37646484375, "hpsv2_diop": 0.33251953125, "hpsv2_oidp": 0.351806640625, "hpsv2_oiop": 0.347412109375 }
1
1
dance_flux
[ [ -0.49267578125, 0.46728515625 ], [ -3.361328125, 3.349609375 ] ]
{ "image_reward_didp": 1.7060546875, "image_reward_diop": 1.9697265625, "image_reward_oidp": 0.60498046875, "image_reward_oiop": 1.9541015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.812628746032715, -4.98627233505249 ], "hpsv3_diop": [ 4.316160678863525, -4.0673089027404785 ], "hpsv3_oidp": [ 15.70208740234375, -4.7...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.02294921875, 1.9453125, 1.0546875, 0.00069427490234375, 0.16796875, 1.6328125, 0.9609375, 0.50390625, 1.99218...
0.990234
[ 0.42770716547966003, 0.5722928643226624 ]
[ 0.00013432430569082499, 0.9998656511306763 ]
[ 0.73388671875, 0.265869140625 ]
[ 0.49710333347320557, 0.5028966665267944 ]
4.316161
241
Two pictures of streets with cars on them.
Two street scenes with cars, rendered with heavy distortion and deformation, lacking light and shadow effects, making realism inauthentic even when scaled down, emphasizing unnatural object shapes and flat, shadowless lighting.
["detail realism", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - heavy distortion and deformation\n - lacking light and shadow effects\n - realism inauthentic even when scaled down\n - emphasizing unnatural object shapes\n - flat, shadowless lightin...
{ "hpsv2_didp": 0.343017578125, "hpsv2_diop": 0.298828125, "hpsv2_oidp": 0.33349609375, "hpsv2_oiop": 0.3359375 }
-1
0
dance_flux
[ [ -1.2265625, 1.212890625 ], [ 0.6259765625, -0.65185546875 ] ]
{ "image_reward_didp": 1.1787109375, "image_reward_diop": 0.53173828125, "image_reward_oidp": 0.349365234375, "image_reward_oiop": 0.513671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.195039749145508, -4.992492198944092 ], "hpsv3_diop": [ 15.458335876464844, -4.82248592376709 ], "hpsv3_oidp": [ 13.234381675720215, -5....
{ "distorted": { "preds": [ 0, 2, 1, 2, 0, 2, 1, 1, 2, 0, 2 ], "scores": [ 0.048828125, 1.65625, 1.3515625, 1.4609375, 0.357421875, 1.390625, 1.0546875, 0.8203125, 1.9609375, 0.380...
0.98584
[ 0.43778547644615173, 0.5622144937515259 ]
[ 0.3747536242008209, 0.6252464056015015 ]
[ 0.405517578125, 0.5947265625 ]
[ 0.5001749396324158, 0.49982506036758423 ]
15.458336
242
Four elephants performing an act for a crowd of spectators.
Four elephants performing for spectators, rendered in extreme blur with noise and distortion, lacking light/shadow, appearing fragmented and broken, with rough, indiscernible details making objects impossible to distinguish.
["lighting distinction", "clarity", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- extreme blur: Not visible. The image is sharp and clear.\n- noise and distortion: Not visible. The image is clean.\n- lacking light/shadow: Not visible. There are clear light and shadow details.\n- appearing fragment...
{ "hpsv2_didp": 0.358642578125, "hpsv2_diop": 0.310546875, "hpsv2_oidp": 0.3271484375, "hpsv2_oiop": 0.306396484375 }
-1
0
dance_flux
[ [ -2.060546875, 2.0625 ], [ -1.80859375, 1.80859375 ] ]
{ "image_reward_didp": 1.36328125, "image_reward_diop": 0.853515625, "image_reward_oidp": 1.2802734375, "image_reward_oiop": 0.9619140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.597513198852539, -5.031875133514404 ], "hpsv3_diop": [ 13.655045509338379, -5.046797275543213 ], "hpsv3_oidp": [ 13.769465446472168, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.1123046875, 1.265625, 0.70703125, 0.2275390625, 0.77734375, 1.2578125, 0.86328125, 0.10693359375, 2, 0....
0.967773
[ 0.3472426235675812, 0.6527573466300964 ]
[ 0.01754414290189743, 0.982455849647522 ]
[ 0.3056640625, 0.6943359375 ]
[ 0.4973987936973572, 0.5026012063026428 ]
13.655046
243
a couple of men standing in front of a fan on a stage.
The image is fragmented and broken, with rough, indistinct shapes where men and a fan should be. Details are blurred and unfinished, making objects impossible to discern. No main object stands out; everything appears peripheral and unnoticeable, creating an indecipherable, chaotic visual.
["main object", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented and broken: Not visible. The image is clear and coherent.\n- rough, indistinct shapes: Not visible. Shapes are well-defined.\n- blurred and unfinished details: Not visible. Details are sharp and complete.\...
{ "hpsv2_didp": 0.33984375, "hpsv2_diop": 0.280029296875, "hpsv2_oidp": 0.292724609375, "hpsv2_oiop": 0.314453125 }
-1
1
dance_flux
[ [ -1.35546875, 1.3515625 ], [ -2.140625, 2.13671875 ] ]
{ "image_reward_didp": 1.7626953125, "image_reward_diop": 0.10333251953125, "image_reward_oidp": 0.1915283203125, "image_reward_oiop": 1.1015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.149606704711914, -5.035012722015381 ], "hpsv3_diop": [ 11.712115287780762, -5.068314075469971 ], "hpsv3_oidp": [ 11.217175483703613, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 2 ], "scores": [ 0.072265625, 1.890625, 0.89453125, 0.375, 0.57421875, 1.4453125, 1.765625, 0.095703125, 2, 0.384765625, ...
1
[ 0.189682275056839, 0.8103176951408386 ]
[ 0.02198786288499832, 0.978012204170227 ]
[ 0.4072265625, 0.5927734375 ]
[ 0.4978320300579071, 0.5021679401397705 ]
11.712115
244
A dog and a horse looking at one another while a woman stands over them.
A dog and horse gaze at each other, overshadowed by a woman standing above, amid jarring, overexposed hues—muddy greens, sickly yellows, and clashing purples—rendering the scene chaotic, with no focal point and an unfinished, random aesthetic.
["color aesthetic", "main object", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n1. Jarring, overexposed hues\n2. Muddy greens\n3. Sickly yellows\n4. Clashing purples\n5. Rendering the scene chaotic\n6. No focal point\n7. Unfinished, random aesthetic\n\nChecking each ef...
{ "hpsv2_didp": 0.35498046875, "hpsv2_diop": 0.34375, "hpsv2_oidp": 0.323486328125, "hpsv2_oiop": 0.35498046875 }
-1
1
dance_flux
[ [ 0.045501708984375, -0.0672607421875 ], [ -1.9921875, 1.982421875 ] ]
{ "image_reward_didp": 0.4970703125, "image_reward_diop": 1.6484375, "image_reward_oidp": -0.00360107421875, "image_reward_oiop": 1.55859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.273287773132324, -4.97227668762207 ], "hpsv3_diop": [ 14.585909843444824, -4.962772846221924 ], "hpsv3_oidp": [ 12.531545639038086, -5....
{ "distorted": { "preds": [ 0, 2, 2, 1, 0, 2, 2, 2, 2, 0, 2 ], "scores": [ 0.09228515625, 1.5234375, 1.703125, 0.83203125, 0.41015625, 1.484375, 1.859375, 1.3515625, 2, 0.2109375, ...
0.99707
[ 0.37220609188079834, 0.6277938485145569 ]
[ 0.011323187500238419, 0.9886767864227295 ]
[ 0.437744140625, 0.56201171875 ]
[ 0.4968016743659973, 0.5031983852386475 ]
14.58591
245
A man standing next to a baseball plate holding a bat.
A man stands beside a baseball plate holding a bat, against a low-quality, blurred background with clashing, overexposed colors—muddy greens, neon pinks, and washed-out yellows—creating an unpleasant, jarring aesthetic with no visual harmony.
["background", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n1. low-quality background: The background is not particularly low-quality; it's reasonably clear.\n2. blurred background: The background is somewhat blurred, but not excessively so.\n3. clashing, overexposed colors: The...
{ "hpsv2_didp": 0.31787109375, "hpsv2_diop": 0.305419921875, "hpsv2_oidp": 0.28076171875, "hpsv2_oiop": 0.279052734375 }
1
1
dance_flux
[ [ 3.30078125, -3.32421875 ], [ -1.744140625, 1.75 ] ]
{ "image_reward_didp": 1.0107421875, "image_reward_diop": 1.40625, "image_reward_oidp": -1.4326171875, "image_reward_oiop": -0.3017578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.911688804626465, -4.896559715270996 ], "hpsv3_diop": [ 12.151066780090332, -5.044308185577393 ], "hpsv3_oidp": [ 13.53620433807373, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.296875, 1.9609375, 0.59765625, 0.0208740234375, 0.828125, 1.0625, 0.984375, 0.42578125, 2, 0.93359375, ...
0.261719
[ 0.334869384765625, 0.6651306748390198 ]
[ 0.00023172884539235383, 0.9997683167457581 ]
[ 0.0262603759765625, 0.9736328125 ]
[ 0.49651896953582764, 0.5034810304641724 ]
12.151067
246
A train moves along some railroad tracks near a station.
A train moves along railroad tracks near a station, but the image is empty, lacking clear intent or design, appearing random and unfinished, with a low-quality, ugly, or nonexistent background.
["richness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned: 'empty', 'lacking clear intent or design', 'appearing random and unfinished', 'low-quality, ugly, or nonexistent background'.\n- 'empty': The image is clearly not empty; it contains a detailed scene.\n- 'lacking clear i...
{ "hpsv2_didp": 0.306640625, "hpsv2_diop": 0.303466796875, "hpsv2_oidp": 0.32958984375, "hpsv2_oiop": 0.323974609375 }
-1
1
dance_flux
[ [ 0.277587890625, -0.2822265625 ], [ -0.2763671875, 0.275390625 ] ]
{ "image_reward_didp": 1.046875, "image_reward_diop": 0.80908203125, "image_reward_oidp": 1.0576171875, "image_reward_oiop": 0.94970703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.259166717529297, -4.974318981170654 ], "hpsv3_diop": [ 15.732013702392578, -4.742364406585693 ], "hpsv3_oidp": [ 15.191160202026367, -4...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.12109375, 1.796875, 0.89453125, 0.83984375, 0.76171875, 1.2890625, 0.671875, 0.44140625, 1.9921875, 0.0...
0.447266
[ 0.5738449096679688, 0.42615506052970886 ]
[ 0.12274998426437378, 0.877250075340271 ]
[ 0.69921875, 0.30078125 ]
[ 0.5005415678024292, 0.4994584023952484 ]
15.732014
247
A bathroom with a tiled shower, a toilet and a shower curtain in it.
A blurry, low-quality bathroom with mismatched tiles, an awkwardly placed toilet, and a garish shower curtain; the colors clash violently—muddy greens, neon pinks, and overexposed yellows—creating a visually jarring, discordant scene with no coherent background, just noise and distortion.
["object pairing", "color aesthetic", "clarity", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: Not visible.\n- low-quality: Not visible.\n- mismatched tiles: Visible (green and pink/yellow tiles).\n- awkwardly placed toilet: Not visible.\n- garish shower curtain: Visible (bright...
{ "hpsv2_didp": 0.2978515625, "hpsv2_diop": 0.229248046875, "hpsv2_oidp": 0.234375, "hpsv2_oiop": 0.27294921875 }
1
1
dance_flux
[ [ 1.2333984375, -1.2421875 ], [ -2.08203125, 2.0859375 ] ]
{ "image_reward_didp": 0.9326171875, "image_reward_diop": -0.4599609375, "image_reward_oidp": -0.6787109375, "image_reward_oiop": 0.826171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.458231925964355, -5.007999420166016 ], "hpsv3_diop": [ 11.328136444091797, -5.031733989715576 ], "hpsv3_oidp": [ 10.092928886413574, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.0654296875, 1.8828125, 0.68359375, 0.052978515625, 0.76953125, 1.40625, 0.8828125, 0.369140625, 1.484375, ...
0.752441
[ 0.306912362575531, 0.693087637424469 ]
[ 0.003988370299339294, 0.9960116147994995 ]
[ 0.06634521484375, 0.93359375 ]
[ 0.4922279119491577, 0.5077721476554871 ]
11.328136
248
A man dressed in green kicks a soccer ball.
A man in garish, mismatched green kicks a soccer ball under dim, muddy lighting; the scene drowns in oversaturated, clashing hues—acid yellow and bruised purple—with a blurry, featureless void behind him, making the image feel unfinished and visually jarring.
["color aesthetic", "richness", "color brightness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- garish, mismatched green: The green is garish, but not mismatched.\n- dim, muddy lighting: The lighting is dim in some areas, but not muddy.\n- oversaturated, clashing hues—acid yellow and bruised purple: The image has oversaturated colors, with ac...
{ "hpsv2_didp": 0.356201171875, "hpsv2_diop": 0.330322265625, "hpsv2_oidp": 0.287353515625, "hpsv2_oiop": 0.339599609375 }
1
1
dance_flux
[ [ 1.1318359375, -1.150390625 ], [ -3.8515625, 3.859375 ] ]
{ "image_reward_didp": 1.6103515625, "image_reward_diop": 1.79296875, "image_reward_oidp": 0.199951171875, "image_reward_oiop": 1.8251953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.913010597229004, -5.003107070922852 ], "hpsv3_diop": [ 11.434199333190918, -5.04225492477417 ], "hpsv3_oidp": [ 12.946920394897461, -5....
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0380859375, 0.9453125, 0.2021484375, 0.119140625, 0.1357421875, 1.1640625, 0.8359375, 0.42578125, 2, 0....
0.995117
[ 0.11357441544532776, 0.8864256143569946 ]
[ 0.00005452830373542383, 0.9999455213546753 ]
[ 0.1365966796875, 0.86328125 ]
[ 0.49751394987106323, 0.5024860501289368 ]
11.434199
249
A couple of small birds sitting on a metal rail.
Two small birds sit on a jagged, fragmented metal rail, their forms blurred and indistinct. The image feels broken, with rough, unfinished textures and unsettling emptiness, evoking loneliness and anxiety through its chaotic, indecipherable design.
["richness", "emotion", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: jagged, fragmented metal rail; forms blurred and indistinct; image feels broken; rough, unfinished textures; unsettling emptiness; loneliness; anxiety; chaotic, indecipherable design.\n- jagged, fragmented metal rail: ...
{ "hpsv2_didp": 0.391357421875, "hpsv2_diop": 0.357177734375, "hpsv2_oidp": 0.378173828125, "hpsv2_oiop": 0.3671875 }
1
1
dance_flux
[ [ -1.662109375, 1.65625 ], [ -2.54296875, 2.541015625 ] ]
{ "image_reward_didp": 1.091796875, "image_reward_diop": 1.6787109375, "image_reward_oidp": 0.88720703125, "image_reward_oiop": 1.5478515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.207023620605469, -5.014071464538574 ], "hpsv3_diop": [ 15.403186798095703, -4.857712268829346 ], "hpsv3_oidp": [ 14.313720703125, -4.99...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0096435546875, 1.46875, 0.87890625, 0.00946044921875, 0.64453125, 1.3671875, 1.0078125, 0.087890625, 2, ...
0.993164
[ 0.18347328901290894, 0.8165266513824463 ]
[ 0.3248475193977356, 0.6751524806022644 ]
[ 0.17333984375, 0.82666015625 ]
[ 0.49872690439224243, 0.5012730360031128 ]
15.403187
250
a male doing a water sport in the river surrounded by ducks.
A male water-sporting figure in a river, surrounded by ducks, appears heavily distorted with warped limbs and unnatural shapes. Colors clash harshly, with oversaturated yellows and muddy greens. The entire scene is blurred, as if smeared by noise, making details indistinct and realism implausible.
["detail realism", "color aesthetic", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: heavily distorted with warped limbs and unnatural shapes, colors clash harshly, oversaturated yellows, muddy greens, entire scene is blurred, smeared by noise, details indistinct, realism implausible.\n- 'heavily dist...
{ "hpsv2_didp": 0.3388671875, "hpsv2_diop": 0.331787109375, "hpsv2_oidp": 0.33447265625, "hpsv2_oiop": 0.36279296875 }
-1
1
dance_flux
[ [ -0.970703125, 0.9599609375 ], [ -3.30078125, 3.306640625 ] ]
{ "image_reward_didp": 1.9599609375, "image_reward_diop": 1.994140625, "image_reward_oidp": 1.798828125, "image_reward_oiop": 1.943359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.49510383605957, -4.947425842285156 ], "hpsv3_diop": [ 12.17281723022461, -5.048465728759766 ], "hpsv3_oidp": [ 13.95668888092041, -4.96...
{ "distorted": { "preds": [ 0, 2, 2, 1, 0, 2, 2, 2, 2, 1, 2 ], "scores": [ 0.01409912109375, 1.765625, 1.609375, 0.859375, 0.18359375, 1.484375, 1.8203125, 1.578125, 1.9921875, 0.7...
0.999023
[ 0.5869811773300171, 0.4130188524723053 ]
[ 0.005924017168581486, 0.9940760135650635 ]
[ 0.732421875, 0.267333984375 ]
[ 0.49471715092658997, 0.5052828192710876 ]
12.172817
251
A white cat is laying by some tennis shoes.
A white cat lies beside tennis shoes, barely visible due to flat, uniform lighting with no shadows or highlights, making the scene appear dull and indistinct, with no prominent focal point.
["lighting distinction", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- barely visible: Not visible. The cat and shoe are clearly visible.\n- flat, uniform lighting: Not visible. There are clear highlights and shadows.\n- no shadows or highlights: Not visible. Shadows and highlights are prese...
{ "hpsv2_didp": 0.347900390625, "hpsv2_diop": 0.342041015625, "hpsv2_oidp": 0.350341796875, "hpsv2_oiop": 0.3486328125 }
-1
1
dance_flux
[ [ -3.013671875, 3.015625 ], [ -3.365234375, 3.37109375 ] ]
{ "image_reward_didp": 1.85546875, "image_reward_diop": 1.75, "image_reward_oidp": 1.84765625, "image_reward_oiop": 1.8212890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.251287460327148, -4.998095989227295 ], "hpsv3_diop": [ 13.64801025390625, -5.0364155769348145 ], "hpsv3_oidp": [ 13.271207809448242, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 0, 0, 2, 1, 1 ], "scores": [ 0.00927734375, 1.4609375, 1.0546875, 0.0087890625, 0.255859375, 1.59375, 0.69140625, 0.337890625, 1.5234375, ...
0.996582
[ 0.4784289002418518, 0.521571159362793 ]
[ 0.8614348769187927, 0.13856510818004608 ]
[ 0.39599609375, 0.60400390625 ]
[ 0.4999912679195404, 0.500008761882782 ]
13.64801
252
A clock on top of a pole under a tree.
A clock atop a pole under a tree, rendered with heavy distortion, lacking shadows or light effects, appearing dark and unfinished, with inconsistent realism and no clear design intent.
["richness", "detail realism", "lighting distinction", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavy distortion: Not visible. The image is clear and well-defined.\n- lacking shadows or light effects: Not visible. There are clear shadows and light effects present.\n- appearing dark and unfinished: Not visible. ...
{ "hpsv2_didp": 0.34716796875, "hpsv2_diop": 0.318359375, "hpsv2_oidp": 0.331787109375, "hpsv2_oiop": 0.319091796875 }
-1
1
dance_flux
[ [ -0.38134765625, 0.36376953125 ], [ -1.8125, 1.806640625 ] ]
{ "image_reward_didp": 1.6943359375, "image_reward_diop": 1.8291015625, "image_reward_oidp": 1.3369140625, "image_reward_oiop": 1.626953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.681316375732422, -5.037347793579102 ], "hpsv3_diop": [ 11.33546257019043, -5.036608695983887 ], "hpsv3_oidp": [ 14.432535171508789, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.038818359375, 1.71875, 0.96484375, 0.0025787353515625, 0.71484375, 1.4765625, 0.984375, 0.228515625, 2, ...
0.952148
[ 0.16475990414619446, 0.8352401256561279 ]
[ 0.4452393054962158, 0.5547606348991394 ]
[ 0.6513671875, 0.3486328125 ]
[ 0.4962749779224396, 0.5037250518798828 ]
11.335463
253
A few baby Zebras are walking by their parent.
Dark, grainy, and heavily blurred image of baby zebras near parent; no shadows or lighting contrast; pixelated, fragmented textures obscure stripes and forms; visual noise dominates, rendering details indistinct and edges broken, prioritizing distortion over clarity.
["color brightness", "lighting distinction", "detail refinement", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: Dark, grainy, heavily blurred, no shadows or lighting contrast, pixelated, fragmented textures, visual noise, indistinct details, broken edges, prioritizing distortion over clarity.\n- 'Dark': Not visible. The image i...
{ "hpsv2_didp": 0.352294921875, "hpsv2_diop": 0.3291015625, "hpsv2_oidp": 0.35888671875, "hpsv2_oiop": 0.33984375 }
-1
1
dance_flux
[ [ -0.58837890625, 0.5771484375 ], [ -1.3681640625, 1.361328125 ] ]
{ "image_reward_didp": 1.0048828125, "image_reward_diop": 1.2109375, "image_reward_oidp": 1.0126953125, "image_reward_oiop": 1.4384765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.460016250610352, -5.0338616371154785 ], "hpsv3_diop": [ 15.6812162399292, -4.752416610717773 ], "hpsv3_oidp": [ 14.236689567565918, -4....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.0167236328125, 1.828125, 0.90234375, 0.953125, 0.55078125, 1.3671875, 0.9453125, 0.71484375, 1.9921875, ...
0.935547
[ 0.4363490045070648, 0.5636509656906128 ]
[ 0.6001622676849365, 0.3998377323150635 ]
[ 0.422607421875, 0.57763671875 ]
[ 0.5005106925964355, 0.49948930740356445 ]
15.681216
254
A girl carrying a bottle of water and a decorated cake on a plate.
A girl carrying a water bottle and decorated cake appears fragmented, with rough, distorted edges and blurred details. The image feels broken, invoking sadness and anxiety, as objects merge into indistinct shapes, lacking prominence or realism.
["detail refinement", "emotion", "detail realism", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented: Not visible. The image is whole.\n- rough, distorted edges: Not visible. Edges are generally smooth.\n- blurred details: Partially visible. Some background elements are blurred, but the main subjects are ...
{ "hpsv2_didp": 0.388916015625, "hpsv2_diop": 0.355224609375, "hpsv2_oidp": 0.375732421875, "hpsv2_oiop": 0.34375 }
1
1
dance_flux
[ [ -3.0859375, 3.087890625 ], [ -3.732421875, 3.73828125 ] ]
{ "image_reward_didp": 1.84375, "image_reward_diop": 1.8662109375, "image_reward_oidp": 1.8603515625, "image_reward_oiop": 1.9375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.114740371704102, -4.895256042480469 ], "hpsv3_diop": [ 14.840033531188965, -4.932164669036865 ], "hpsv3_oidp": [ 11.796881675720215, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.03271484375, 1.5859375, 0.91796875, 0.341796875, 0.80859375, 1.2578125, 1.0546875, 0.0478515625, 2, 0.2...
1
[ 0.3955768942832947, 0.6044231057167053 ]
[ 0.7720819115638733, 0.2279181033372879 ]
[ 0.6298828125, 0.3701171875 ]
[ 0.499906986951828, 0.5000929832458496 ]
14.840034
255
A jockey in white and blue uniform on a horse.
A jockey in white and blue uniform on a horse, barely visible due to dim, flat lighting with no shadows or highlights, blending into a featureless, uniformly gray background.
["main object", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: dim, flat lighting with no shadows or highlights, blending into a featureless, uniformly gray background.\n- 'dim, flat lighting with no shadows or highlights': The lighting is dim and flat, and there are very few distinct shad...
{ "hpsv2_didp": 0.279296875, "hpsv2_diop": 0.27490234375, "hpsv2_oidp": 0.356689453125, "hpsv2_oiop": 0.361328125 }
1
1
dance_flux
[ [ 1.0537109375, -1.08984375 ], [ -3.1171875, 3.111328125 ] ]
{ "image_reward_didp": 1.2109375, "image_reward_diop": 0.61669921875, "image_reward_oidp": 0.103759765625, "image_reward_oiop": -0.1451416015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.269390106201172, -5.03171443939209 ], "hpsv3_diop": [ 10.162311553955078, -4.9996442794799805 ], "hpsv3_oidp": [ 14.25174331665039, -4....
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.1435546875, 1.71875, 0.8359375, 0.78125, 0.5078125, 1.09375, 0.953125, 0.83984375, 1.9921875, 0.5625, ...
0.787109
[ 0.44568032026290894, 0.5543196797370911 ]
[ 0.09993161261081696, 0.9000684022903442 ]
[ 0.439697265625, 0.56005859375 ]
[ 0.4980649948120117, 0.5019350051879883 ]
10.162312
256
A yellow city bus going to walmart and the hospital
A yellow city bus heading to Walmart and the hospital is barely visible, lost in heavy blur and noise, with indistinct edges and pixelated distortion, making it small, peripheral, and unnoticeable amid the chaotic visual interference.
["main object", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: barely visible, lost in heavy blur, noise, indistinct edges, pixelated distortion, small, peripheral, unnoticeable, chaotic visual interference.\n- barely visible: No, the bus is clearly visible and central.\n- lost in heavy bl...
{ "hpsv2_didp": 0.348876953125, "hpsv2_diop": 0.318603515625, "hpsv2_oidp": 0.34033203125, "hpsv2_oiop": 0.33203125 }
-1
0
dance_flux
[ [ -1.041015625, 1.025390625 ], [ -1.0283203125, 1.01171875 ] ]
{ "image_reward_didp": 1.220703125, "image_reward_diop": -0.1929931640625, "image_reward_oidp": 1.0703125, "image_reward_oiop": 0.3310546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.684037208557129, -5.0239176750183105 ], "hpsv3_diop": [ 8.671659469604492, -4.858702182769775 ], "hpsv3_oidp": [ 10.657586097717285, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 2, 2, 0, 2 ], "scores": [ 0.1279296875, 1.125, 0.83203125, 0.22265625, 0.6484375, 1.125, 0.6796875, 1.5, 2, 0.5, 1.75 ] ...
0.981934
[ 0.2610931396484375, 0.7389068603515625 ]
[ 0.9445140361785889, 0.05548591911792755 ]
[ 0.11358642578125, 0.88623046875 ]
[ 0.5001264214515686, 0.4998735785484314 ]
8.671659
257
A bed that has a light hanging over it.
A bed with a light above it, rendered with heavy distortion and deformation, lacking shadows or lighting effects, the bed and light are small and peripheral, the image appears random and unfinished with no clear intent or design.
["detail realism", "main object", "lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: heavy distortion and deformation, lacking shadows or lighting effects, the bed and light are small and peripheral, the image appears random and unfinished with no clear intent or design.\n- 'heavy distortion and defor...
{ "hpsv2_didp": 0.29931640625, "hpsv2_diop": 0.251220703125, "hpsv2_oidp": 0.302490234375, "hpsv2_oiop": 0.297119140625 }
-1
1
dance_flux
[ [ 1.0849609375, -1.111328125 ], [ 0.68896484375, -0.7119140625 ] ]
{ "image_reward_didp": 0.80712890625, "image_reward_diop": 0.33251953125, "image_reward_oidp": 0.451904296875, "image_reward_oiop": 0.7041015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.278900146484375, -5.04209566116333 ], "hpsv3_diop": [ 14.304447174072266, -4.979069709777832 ], "hpsv3_oidp": [ 10.608742713928223, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.15234375, 1.5859375, 0.765625, 0.25390625, 0.2734375, 1.3671875, 0.8515625, 0.25390625, 1.984375, 0.734...
0.797852
[ 0.25601810216903687, 0.7439818978309631 ]
[ 0.6060094237327576, 0.39399051666259766 ]
[ 0.77685546875, 0.223388671875 ]
[ 0.501796305179596, 0.4982036352157593 ]
14.304447
258
A bus stops next to a street sign.
A bus barely visible, tiny and off-center, beside a blurry, distorted street sign; the background is pixelated and muddy, with warped textures and unnatural lighting, making the scene look unreal and poorly rendered.
["main object", "background", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- bus barely visible: The bus is clearly visible and a prominent feature.\n- tiny: The bus is not tiny; it's a normal size for a bus in the scene.\n- off-center: The bus is slightly off-center but not significantly so a...
{ "hpsv2_didp": 0.34326171875, "hpsv2_diop": 0.302978515625, "hpsv2_oidp": 0.3056640625, "hpsv2_oiop": 0.29248046875 }
-1
1
dance_flux
[ [ 1.796875, -1.830078125 ], [ 0.63671875, -0.666015625 ] ]
{ "image_reward_didp": 0.9365234375, "image_reward_diop": 1.20703125, "image_reward_oidp": -0.0960693359375, "image_reward_oiop": 0.171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.850029945373535, -5.064565181732178 ], "hpsv3_diop": [ 13.013611793518066, -5.057220935821533 ], "hpsv3_oidp": [ 14.94071102142334, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 2, 1, 1, 2, 0, 2 ], "scores": [ 0.0498046875, 1.15625, 1.0390625, 0.08740234375, 0.71484375, 1.28125, 0.8671875, 0.89453125, 1.9921875, 0...
0.364502
[ 0.32549625635147095, 0.674503743648529 ]
[ 0.001246974803507328, 0.9987530708312988 ]
[ 0.060516357421875, 0.939453125 ]
[ 0.4970558285713196, 0.5029441118240356 ]
13.013612
259
a person riding skis jumping in the air
A skier mid-air, but the image is fragmented and broken, with no discernible background, flat lighting lacking shadows, and rough, unfinished details making objects indistinct and chaotic.
["richness", "background", "lighting distinction", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- image is fragmented and broken: Not visible.\n- no discernible background: Not visible, the background is clear.\n- flat lighting lacking shadows: Not visible, there are clear shadows.\n- rough, un...
{ "hpsv2_didp": 0.369384765625, "hpsv2_diop": 0.34814453125, "hpsv2_oidp": 0.359619140625, "hpsv2_oiop": 0.336669921875 }
-1
1
dance_flux
[ [ 0.83837890625, -0.85107421875 ], [ 0.2685546875, -0.278564453125 ] ]
{ "image_reward_didp": 1.5634765625, "image_reward_diop": 1.31640625, "image_reward_oidp": 1.62109375, "image_reward_oiop": 1.2919921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.620572090148926, -5.035218715667725 ], "hpsv3_diop": [ 10.058395385742188, -4.966437339782715 ], "hpsv3_oidp": [ 11.904056549072266, -5...
{ "distorted": { "preds": [ 0, 2, 1, 2, 0, 2, 2, 1, 2, 0, 2 ], "scores": [ 0.01220703125, 1.59375, 1.0625, 1.6796875, 0.330078125, 1.3515625, 1.6328125, 1.0390625, 2, 0.2041015625,...
0.626465
[ 0.5703640580177307, 0.4296359419822693 ]
[ 0.1624366044998169, 0.8375633955001831 ]
[ 0.71533203125, 0.28466796875 ]
[ 0.4994164705276489, 0.5005835294723511 ]
10.058395
260
Four teddy bears are posed on a rock.
Four teddy bears sit on a rock, shrouded in darkness with no light or shadows, their forms distorted and unreal, lacking detail, appearing as if painted with heavy, inconsistent strokes under dim, flat lighting.
["lighting distinction", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Shrouded in darkness: Not visible. The image is well-lit.\n2. No light or shadows: Not visible. There are clear light and shadow effects.\n3. Forms distorted and unreal: Not visible. The form...
{ "hpsv2_didp": 0.389892578125, "hpsv2_diop": 0.3759765625, "hpsv2_oidp": 0.384765625, "hpsv2_oiop": 0.398193359375 }
-1
1
dance_flux
[ [ -1.1279296875, 1.125 ], [ -3.009765625, 3.017578125 ] ]
{ "image_reward_didp": 1.62890625, "image_reward_diop": 1.85546875, "image_reward_oidp": 1.3232421875, "image_reward_oiop": 1.9248046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.50182056427002, -5.019763469696045 ], "hpsv3_diop": [ 12.172040939331055, -5.0795159339904785 ], "hpsv3_oidp": [ 14.55915641784668, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.0146484375, 1.5546875, 1.140625, 0.03759765625, 0.408203125, 1.390625, 1.8515625, 0.97265625, 1.9921875, ...
0.999023
[ 0.5424879193305969, 0.45751211047172546 ]
[ 0.24498975276947021, 0.7550102472305298 ]
[ 0.478515625, 0.521484375 ]
[ 0.5005010962486267, 0.4994988441467285 ]
12.172041
261
A group of people walking on a rain soaked parking lot.
A group of people walking on a rain-soaked parking lot, rendered with garish, clashing colors—muddy greens, sickly yellows, and oversaturated grays—against a blurry, featureless background, creating an unpleasant, discordant aesthetic.
["color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- garish, clashing colors: Not present. The colors are vibrant but not clashing or garish.\n- muddy greens: Not present. The greens are clear and distinct.\n- sickly yellows: Not present. The yellow jacket is bright and clear.\n...
{ "hpsv2_didp": 0.359619140625, "hpsv2_diop": 0.35302734375, "hpsv2_oidp": 0.3271484375, "hpsv2_oiop": 0.356201171875 }
-1
1
dance_flux
[ [ 1.5361328125, -1.546875 ], [ -0.07293701171875, 0.0740966796875 ] ]
{ "image_reward_didp": 0.340087890625, "image_reward_diop": 0.07305908203125, "image_reward_oidp": -0.0031280517578125, "image_reward_oiop": 1.43359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 16.066530227661133, -4.569255828857422 ], "hpsv3_diop": [ 15.569801330566406, -4.806622505187988 ], "hpsv3_oidp": [ 15.947803497314453, -4...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0830078125, 1.0234375, 0.83984375, 0.05126953125, 0.75, 1.1015625, 0.6875, 0.384765625, 1.8671875, 0.09...
0.26709
[ 0.40747249126434326, 0.5925275683403015 ]
[ 0.022680427879095078, 0.977319598197937 ]
[ 0.1727294921875, 0.8271484375 ]
[ 0.4986363351345062, 0.5013636350631714 ]
15.569801
262
A blue and red fire hydrant sitting next to a fence.
A blue and red fire hydrant beside a fence, rendered with dark brightness and heavy distortion, making shapes warped and details inauthentic, emphasizing unnatural deformations even at smaller scales.
["color brightness", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dark brightness, heavy distortion, shapes warped, details inauthentic, unnatural deformations even at smaller scales.\n- Dark brightness: Not visible. The image is well-lit.\n- Heavy distortion: Not visible. The image...
{ "hpsv2_didp": 0.364990234375, "hpsv2_diop": 0.33935546875, "hpsv2_oidp": 0.349365234375, "hpsv2_oiop": 0.3310546875 }
-1
1
dance_flux
[ [ -3.02734375, 3.03125 ], [ -3.244140625, 3.248046875 ] ]
{ "image_reward_didp": 1.8310546875, "image_reward_diop": 1.783203125, "image_reward_oidp": 1.849609375, "image_reward_oiop": 1.837890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 16.047780990600586, -4.627803802490234 ], "hpsv3_diop": [ 15.597644805908203, -4.79145622253418 ], "hpsv3_oidp": [ 15.420257568359375, -4....
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.62890625, 1.0703125, 0.9609375, 0.05029296875, 0.703125, 1.609375, 0.9765625, 0.1962890625, 1.9921875, ...
0.999023
[ 0.3797341287136078, 0.6202658414840698 ]
[ 0.92787766456604, 0.07212228327989578 ]
[ 0.2705078125, 0.7294921875 ]
[ 0.49815914034843445, 0.5018408298492432 ]
15.597645
263
A street crossing with a street sign for Mulholland and a no-U-turn sign.
A distorted street crossing with a warped Mulholland sign and a deformed no-U-turn sign, lacking shadows or lighting, against a blurry, low-quality background with no depth or realism.
["detail realism", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted street crossing: Not visible. The street crossing appears normal.\n- warped Mulholland sign: Not visible. The Mulholland sign is clear and not warped.\n- deformed no-U-turn sign: Not...
{ "hpsv2_didp": 0.304931640625, "hpsv2_diop": 0.295654296875, "hpsv2_oidp": 0.28759765625, "hpsv2_oiop": 0.294189453125 }
1
1
dance_flux
[ [ -2.759765625, 2.74609375 ], [ -2.837890625, 2.828125 ] ]
{ "image_reward_didp": 0.266357421875, "image_reward_diop": 0.70556640625, "image_reward_oidp": 1.0654296875, "image_reward_oiop": 1.2548828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.47674560546875, -4.9463396072387695 ], "hpsv3_diop": [ 12.807943344116211, -5.045269012451172 ], "hpsv3_oidp": [ 14.968018531799316, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.462890625, 1.875, 0.94921875, 0.00762939453125, 0.6875, 1.4453125, 0.71875, 0.197265625, 1.9921875, 0.5...
0.999512
[ 0.3307126462459564, 0.6692873239517212 ]
[ 0.015661679208278656, 0.9843383431434631 ]
[ 0.291015625, 0.708984375 ]
[ 0.4987773299217224, 0.5012227296829224 ]
12.807943
264
A white toilet with a brown wooden toilet seat.
A dimly lit scene where a white toilet with a brown wooden seat blends into shadows, its details obscured by low brightness, making it barely noticeable amid the dark surroundings.
["color brightness", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: dimly lit scene, blends into shadows, details obscured by low brightness, barely noticeable amid dark surroundings.\n- 'dimly lit scene': The image is indeed dimly lit, with significant shadows.\n- 'blends into shadows': The toi...
{ "hpsv2_didp": 0.266845703125, "hpsv2_diop": 0.25537109375, "hpsv2_oidp": 0.26318359375, "hpsv2_oiop": 0.281005859375 }
1
1
dance_flux
[ [ 1.1044921875, -1.14453125 ], [ -2.15234375, 2.134765625 ] ]
{ "image_reward_didp": 0.94970703125, "image_reward_diop": 1.03125, "image_reward_oidp": -0.1954345703125, "image_reward_oiop": 1.611328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.727011680603027, -5.063235759735107 ], "hpsv3_diop": [ 9.611279487609863, -4.9627485275268555 ], "hpsv3_oidp": [ 11.940323829650879, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.078125, 1.234375, 0.81640625, 0.012451171875, 0.51171875, 1.1953125, 0.61328125, 0.146484375, 1.7421875, ...
0.995605
[ 0.27316179871559143, 0.7268381714820862 ]
[ 0.16927950084209442, 0.8307204842567444 ]
[ 0.319091796875, 0.6806640625 ]
[ 0.49806538224220276, 0.5019346475601196 ]
9.611279
265
An advertisement showing a woman with blue luggage in front of a boeing 707 passenger plane.
A fragmented, rough image of a woman with blue luggage before a Boeing 707, devoid of light/shadow, distorted features, and unsettlingly empty, evoking fear and loneliness through its inauthentic, broken realism.
["emotion", "detail refinement", "lighting distinction", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - fragmented, rough image\n - devoid of light/shadow\n - distorted features\n - unsettlingly empty\n - evoking fear and loneliness\n - inauthentic, broken realism\n\n- Checking visibilit...
{ "hpsv2_didp": 0.325439453125, "hpsv2_diop": 0.330078125, "hpsv2_oidp": 0.35546875, "hpsv2_oiop": 0.3544921875 }
-1
1
dance_flux
[ [ -2.107421875, 2.109375 ], [ -3.46484375, 3.47265625 ] ]
{ "image_reward_didp": 1.71484375, "image_reward_diop": 1.478515625, "image_reward_oidp": 1.6474609375, "image_reward_oiop": 1.4619140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.667116165161133, -4.982285022735596 ], "hpsv3_diop": [ 15.096733093261719, -4.873415470123291 ], "hpsv3_oidp": [ 14.82513427734375, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.22265625, 1.9453125, 0.6796875, 0.458984375, 0.6015625, 1.0703125, 1.03125, 0.25390625, 1.9921875, 0.59...
0.999512
[ 0.3004773259162903, 0.6995227336883545 ]
[ 0.9825475811958313, 0.01745242439210415 ]
[ 0.763671875, 0.236572265625 ]
[ 0.5002025365829468, 0.49979740381240845 ]
15.096733
266
A corner of a city street that has three police officers standing together, with one leaning against a barrier railing.
Three police officers stand awkwardly near a barrier railing, their forms distorted and colors clashing in garish, overexposed hues, creating a visually jarring, inauthentic scene with disharmonious proportions and chaotic composition.
["color aesthetic", "detail realism", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- awkwardly near a barrier railing: The officers are standing near a railing, but not particularly awkwardly.\n- forms distorted: There are no significant distortions to their forms.\n- colors cl...
{ "hpsv2_didp": 0.366455078125, "hpsv2_diop": 0.345458984375, "hpsv2_oidp": 0.332275390625, "hpsv2_oiop": 0.355224609375 }
1
1
dance_flux
[ [ -1.375, 1.376953125 ], [ -3.88671875, 3.8984375 ] ]
{ "image_reward_didp": 1.353515625, "image_reward_diop": 0.55615234375, "image_reward_oidp": 0.85791015625, "image_reward_oiop": 1.1630859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.984914779663086, -4.9836344718933105 ], "hpsv3_diop": [ 13.198884963989258, -5.046133041381836 ], "hpsv3_oidp": [ 15.723221778869629, -...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 0, 2 ], "scores": [ 0.0859375, 1.734375, 0.53125, 0.54296875, 0.416015625, 1.28125, 0.7109375, 1.0625, 2, 0.036376953125, ...
0.998535
[ 0.39646607637405396, 0.603533923625946 ]
[ 0.026652595028281212, 0.9733474254608154 ]
[ 0.515625, 0.484375 ]
[ 0.49750423431396484, 0.5024957656860352 ]
13.198885
267
A herd of cattle sanding on a patch of grass next to a shiny walkway.
A blurry herd of cattle stands on grass beside a shiny walkway; the background is low-quality, indistinct, or ugly, with heavy distortion, noise, and inauthentic details making realism inconsistent even when scaled down.
["background", "clarity", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry herd of cattle: The cattle are not blurry.\n- low-quality background: The background is not low-quality.\n- indistinct background: The background is not indistinct.\n- ugly background: The background is not ug...
{ "hpsv2_didp": 0.34033203125, "hpsv2_diop": 0.322021484375, "hpsv2_oidp": 0.338623046875, "hpsv2_oiop": 0.337646484375 }
-1
1
dance_flux
[ [ -0.587890625, 0.56591796875 ], [ -1.642578125, 1.626953125 ] ]
{ "image_reward_didp": 1.181640625, "image_reward_diop": 0.375, "image_reward_oidp": 0.95556640625, "image_reward_oiop": 0.2049560546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.60510540008545, -4.799696922302246 ], "hpsv3_diop": [ 14.650833129882812, -4.970264911651611 ], "hpsv3_oidp": [ 15.44821548461914, -4.8...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.038818359375, 1.25, 0.81640625, 0.02685546875, 0.38671875, 1.265625, 0.890625, 0.90625, 1.9921875, 0.15...
0.648438
[ 0.33956751227378845, 0.6604324579238892 ]
[ 0.11371484398841858, 0.886285126209259 ]
[ 0.264404296875, 0.73583984375 ]
[ 0.4993431568145752, 0.50065678358078 ]
14.650833
268
A small group of people sitting at a table participating in a meeting.
A small group sits at a table, faces shadowed and tense, under harsh, clashing neon lights that cast sickly green and purple hues, amplifying hostility and anxiety, with overexposed edges and jarring color clashes that evoke emptiness and frustration.
["emotion", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- faces shadowed and tense: Visible, faces are partially shadowed and expressions appear somber.\n- harsh, clashing neon lights: Visible, strong neon lights are present and create a clashing col...
{ "hpsv2_didp": 0.3525390625, "hpsv2_diop": 0.26904296875, "hpsv2_oidp": 0.293701171875, "hpsv2_oiop": 0.3232421875 }
1
1
dance_flux
[ [ 1.728515625, -1.755859375 ], [ -4.09375, 4.1015625 ] ]
{ "image_reward_didp": 1.3447265625, "image_reward_diop": 0.426025390625, "image_reward_oidp": -1.0478515625, "image_reward_oiop": 1.248046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.981359481811523, -4.633450508117676 ], "hpsv3_diop": [ 12.05517292022705, -5.075805187225342 ], "hpsv3_oidp": [ 12.086844444274902, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.0242919921875, 1.3046875, 0.70703125, 0.70703125, 0.765625, 0.89453125, 0.8046875, 1.1640625, 1.9921875, ...
0.883301
[ 0.052569251507520676, 0.9474307894706726 ]
[ 0.000020192468582536094, 0.9999798536300659 ]
[ 0.0802001953125, 0.919921875 ]
[ 0.49728670716285706, 0.5027132630348206 ]
12.055173
269
A man talking on a cell phone walking an orange bike across a street.
A blurry, distorted image of a man talking on a cell phone while walking an orange bike across a street, evoking creepiness and loneliness through noise, lack of clarity, and an unfinished, random composition.
["emotion", "clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: Not visible.\n- distorted: Not visible.\n- creepiness: Not visible.\n- loneliness: Not visible.\n- noise: Not visible.\n- lack of clarity: Not visible.\n- unfinished composition: Not v...
{ "hpsv2_didp": 0.345703125, "hpsv2_diop": 0.341796875, "hpsv2_oidp": 0.369873046875, "hpsv2_oiop": 0.371826171875 }
-1
1
dance_flux
[ [ -0.8837890625, 0.873046875 ], [ -1.923828125, 1.916015625 ] ]
{ "image_reward_didp": 1.4140625, "image_reward_diop": 1.5107421875, "image_reward_oidp": 1.1728515625, "image_reward_oiop": 1.2578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.328937530517578, -4.848693370819092 ], "hpsv3_diop": [ 12.322717666625977, -5.048546314239502 ], "hpsv3_oidp": [ 15.765766143798828, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.45703125, 1.5703125, 0.8828125, 0.00848388671875, 0.4921875, 1.3671875, 0.8828125, 0.130859375, 2, 0.10...
0.999023
[ 0.41334304213523865, 0.5866569876670837 ]
[ 0.018974272534251213, 0.981025755405426 ]
[ 0.29248046875, 0.70751953125 ]
[ 0.5000042915344238, 0.49999570846557617 ]
12.322718
270
A white plate topped with meatballs, potatoes and veggies.
A white plate with meatballs, potatoes, and veggies appears warped and smudged, edges bleeding into pixelated noise; background is absent or muddy gray static; textures melt unnaturally, details dissolve into blur even at small scale, making realism impossible despite subject clarity.
["background", "detail realism", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - warped and smudged\n - edges bleeding into pixelated noise\n - background is absent or muddy gray static\n - textures melt unnaturally\n - details dissolve into blur even at small scale\n - making realism im...
{ "hpsv2_didp": 0.3271484375, "hpsv2_diop": 0.3017578125, "hpsv2_oidp": 0.348876953125, "hpsv2_oiop": 0.323974609375 }
-1
1
dance_flux
[ [ 0.2222900390625, -0.23876953125 ], [ -0.7509765625, 0.7412109375 ] ]
{ "image_reward_didp": 0.4462890625, "image_reward_diop": 0.74560546875, "image_reward_oidp": 0.73486328125, "image_reward_oiop": 1.119140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.438919067382812, -4.814947605133057 ], "hpsv3_diop": [ 15.341520309448242, -4.841566562652588 ], "hpsv3_oidp": [ 15.29122543334961, -4....
{ "distorted": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 1, 2, 1, 1 ], "scores": [ 0.11962890625, 1.9921875, 1.625, 0.12158203125, 0.73046875, 1.609375, 1.859375, 0.86328125, 2, 0.73828125...
0.996582
[ 0.49082717299461365, 0.509172797203064 ]
[ 0.21461263298988342, 0.785387396812439 ]
[ 0.494140625, 0.505859375 ]
[ 0.5001534223556519, 0.49984660744667053 ]
15.34152
271
A bedroom with a bed, two nigh stands and a door.
A bedroom with a bed, two nightstands, and a door, where no object stands out, all appear distorted and unreal, with mismatched proportions and chaotic aesthetics, making the scene visually incoherent and disjointed.
["main object", "detail realism", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- no object stands out: Not visible. The bed and large clock stand out.\n- all appear distorted and unreal: Not visible. Objects appear realistic.\n- mismatched proportions: Not visible. Proport...
{ "hpsv2_didp": 0.32958984375, "hpsv2_diop": 0.300048828125, "hpsv2_oidp": 0.305908203125, "hpsv2_oiop": 0.320556640625 }
-1
0
dance_flux
[ [ 1.2177734375, -1.240234375 ], [ 1.66015625, -1.681640625 ] ]
{ "image_reward_didp": 0.51513671875, "image_reward_diop": 0.1246337890625, "image_reward_oidp": 0.8720703125, "image_reward_oiop": 0.76904296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.756314277648926, -4.994540691375732 ], "hpsv3_diop": [ 15.814387321472168, -4.705907344818115 ], "hpsv3_oidp": [ 12.85383415222168, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.5390625, 1.8984375, 1.28125, 0.02587890625, 0.76953125, 1.6328125, 1.109375, 0.2890625, 2, 0.212890625,...
0.525879
[ 0.12284820526838303, 0.8771517872810364 ]
[ 0.04825839772820473, 0.951741635799408 ]
[ 0.5947265625, 0.405517578125 ]
[ 0.4962279796600342, 0.5037720203399658 ]
15.814387
272
Young girl dressed in tennis whites holding tennis racket on grass field.
A young girl in tennis whites holding a racket on grass, but the image is fragmented and broken, with rough, indiscernible textures, blotchy colors, and jagged edges, making objects impossible to distinguish, appearing random and completely unfinished.
["detail refinement", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: 'fragmented and broken', 'rough, indiscernible textures', 'blotchy colors', 'jagged edges', 'making objects impossible to distinguish', 'appearing random and completely unfinished'.\n- 'fragmented and broken': Not visible. T...
{ "hpsv2_didp": 0.337646484375, "hpsv2_diop": 0.3193359375, "hpsv2_oidp": 0.32177734375, "hpsv2_oiop": 0.33544921875 }
-1
1
dance_flux
[ [ -0.5478515625, 0.53466796875 ], [ -2.298828125, 2.296875 ] ]
{ "image_reward_didp": 1.900390625, "image_reward_diop": 1.6416015625, "image_reward_oidp": 1.8359375, "image_reward_oiop": 1.8876953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.384620666503906, -5.084095478057861 ], "hpsv3_diop": [ 14.928096771240234, -4.912363052368164 ], "hpsv3_oidp": [ 11.47834300994873, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.0732421875, 1.65625, 1, 0.00168609619140625, 0.83203125, 1.3671875, 1.796875, 0.11474609375, 2, 0.17480...
0.997559
[ 0.4424991309642792, 0.5575008988380432 ]
[ 0.0671381950378418, 0.932861864566803 ]
[ 0.346923828125, 0.6533203125 ]
[ 0.49814707040786743, 0.5018529891967773 ]
14.928097
273
A flock of birds flying over a beach near the ocean.
A flock of birds flying over a beach near the ocean, rendered with extreme fragmentation and roughness, making objects indiscernible; heavy distortion evokes fear and emptiness, with inauthentic, broken details dominating the scene.
["detail refinement", "detail realism", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt requests several visual effects:\n1. Extreme fragmentation: Not visible.\n2. Roughness: Not visible.\n3. Making objects indiscernible: Objects are clearly discernible.\n4. Heavy distortion: Not visible.\n5. Evokes fear and emptin...
{ "hpsv2_didp": 0.361328125, "hpsv2_diop": 0.343017578125, "hpsv2_oidp": 0.3408203125, "hpsv2_oiop": 0.34375 }
-1
1
dance_flux
[ [ -1.044921875, 1.0390625 ], [ -1.4658203125, 1.46484375 ] ]
{ "image_reward_didp": 1.734375, "image_reward_diop": 1.74609375, "image_reward_oidp": 1.5693359375, "image_reward_oiop": 1.58203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.661437034606934, -5.040122032165527 ], "hpsv3_diop": [ 13.312599182128906, -5.054597854614258 ], "hpsv3_oidp": [ 12.61963176727295, -5....
{ "distorted": { "preds": [ 0, 2, 1, 2, 0, 1, 2, 2, 2, 0, 2 ], "scores": [ 0.31640625, 1.8125, 1.25, 1.390625, 0.51953125, 1.234375, 1.6640625, 1.3046875, 1.953125, 0.095703125, ...
0.972656
[ 0.32499146461486816, 0.6750085353851318 ]
[ 0.008295229636132717, 0.9917048215866089 ]
[ 0.28466796875, 0.71533203125 ]
[ 0.49598369002342224, 0.5040162801742554 ]
13.312599
274
A wolf holding a dead bird in its mouth.
A dim, blurred scene where a wolf faintly holds a dead bird, barely noticeable in the periphery, evoking dread and emptiness through its obscured, ghostly presence and unsettling stillness.
["main object", "emotion"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim: The image is not particularly dim; the wolf and bird are well-lit.\n- blurred scene: The background is blurred, but the main subjects are in focus.\n- wolf faintly holds a dead bird: The wo...
{ "hpsv2_didp": 0.357177734375, "hpsv2_diop": 0.310791015625, "hpsv2_oidp": 0.3486328125, "hpsv2_oiop": 0.36376953125 }
1
1
dance_flux
[ [ -1.7890625, 1.787109375 ], [ -2.88671875, 2.892578125 ] ]
{ "image_reward_didp": 1.4697265625, "image_reward_diop": 0.375, "image_reward_oidp": 1.2744140625, "image_reward_oiop": 1.8681640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.115740776062012, -4.902329921722412 ], "hpsv3_diop": [ 13.137590408325195, -5.049764156341553 ], "hpsv3_oidp": [ 14.861124038696289, -4...
{ "distorted": { "preds": [ 0, 2, 2, 0, 0, 2, 2, 0, 2, 1, 1 ], "scores": [ 0.029296875, 1.7265625, 1.546875, 0.275390625, 0.185546875, 1.515625, 1.7109375, 0.4140625, 2, 0.78125, ...
0.999512
[ 0.3273679316043854, 0.6726320385932922 ]
[ 0.9527100324630737, 0.04728991538286209 ]
[ 0.312255859375, 0.6875 ]
[ 0.49823471903800964, 0.5017653107643127 ]
13.13759
275
A kid in a white shirt and black shorts catches a frisbee.
A kid in a white shirt and black shorts catches a frisbee, but the image is dark, with ugly, clashing colors and rough, fragmented details, making objects indiscernible and the composition chaotic and disharmonious.
["object pairing", "color aesthetic", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dark, ugly, clashing colors, rough, fragmented details, objects indiscernible, chaotic and disharmonious composition.\n- 'dark': The image is not dark; it is well-lit with a bright foreground and a clear background.\n...
{ "hpsv2_didp": 0.32373046875, "hpsv2_diop": 0.276123046875, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.29736328125 }
-1
1
dance_flux
[ [ 2.248046875, -2.27734375 ], [ 0.5673828125, -0.58740234375 ] ]
{ "image_reward_didp": -0.04779052734375, "image_reward_diop": 0.032073974609375, "image_reward_oidp": 0.74853515625, "image_reward_oiop": 1.771484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.718927383422852, -5.065888404846191 ], "hpsv3_diop": [ 8.65615463256836, -4.910350322723389 ], "hpsv3_oidp": [ 11.18533992767334, -5.04...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.0634765625, 1.5, 1.0390625, 0.0283203125, 0.76171875, 1.1640625, 1.9296875, 1, 1.9921875, 0.5, 1....
0.943848
[ 0.3809640109539032, 0.6190359592437744 ]
[ 0.8196667432785034, 0.180333212018013 ]
[ 0.6494140625, 0.350341796875 ]
[ 0.5017912983894348, 0.4982086718082428 ]
8.656155
276
A woman and young boy standing in front of a TV.
A dimly lit scene with a woman and young boy faintly visible before a TV, their forms blurred and distorted, lacking prominence, with dark tones overwhelming detail and realism, creating an inauthentic, shadowy appearance.
["color brightness", "detail realism", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: 'dimly lit scene', 'faintly visible', 'blurred and distorted forms', 'lacking prominence', 'dark tones overwhelming detail and realism', 'inauthentic, shadowy appearance'.\n- 'dimly lit scene': Clearly visible, the roo...
{ "hpsv2_didp": 0.3349609375, "hpsv2_diop": 0.3154296875, "hpsv2_oidp": 0.352783203125, "hpsv2_oiop": 0.355712890625 }
1
1
dance_flux
[ [ -0.716796875, 0.693359375 ], [ -3.14453125, 3.138671875 ] ]
{ "image_reward_didp": 0.62548828125, "image_reward_diop": 0.7978515625, "image_reward_oidp": 0.44677734375, "image_reward_oiop": 1.28515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.560309410095215, -5.02020263671875 ], "hpsv3_diop": [ 11.687920570373535, -5.061572074890137 ], "hpsv3_oidp": [ 14.433233261108398, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.08740234375, 1.171875, 0.75390625, 0.322265625, 0.359375, 0.9375, 0.90625, 0.93359375, 1.984375, 0.4707...
0.998535
[ 0.16598722338676453, 0.8340127468109131 ]
[ 0.0046667903661727905, 0.9953332543373108 ]
[ 0.153076171875, 0.84716796875 ]
[ 0.49856656789779663, 0.5014334917068481 ]
11.687921
277
A group of people marching for a cause they support.
A dimly lit, low-quality image of people marching, with an ugly, chaotic background and disharmonious color palette featuring muddy, unpleasant tones that clash, creating a visually jarring and darkly oppressive scene.
["background", "object pairing", "color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Dimly lit: Partially visible, the lighting is somewhat dim but also features bright streetlights and a glowing sky.\n- Low-quality image: Not visible, the image quality is high.\n- Ugly, chaotic background: Partially visible, the background is busy...
{ "hpsv2_didp": 0.342529296875, "hpsv2_diop": 0.30419921875, "hpsv2_oidp": 0.302001953125, "hpsv2_oiop": 0.3291015625 }
1
1
dance_flux
[ [ 2.28125, -2.30859375 ], [ -1.525390625, 1.513671875 ] ]
{ "image_reward_didp": 0.69189453125, "image_reward_diop": 0.57470703125, "image_reward_oidp": 0.546875, "image_reward_oiop": 1.0478515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.316715240478516, -4.8521528244018555 ], "hpsv3_diop": [ 14.683394432067871, -4.955929756164551 ], "hpsv3_oidp": [ 15.388650894165039, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.2470703125, 1.125, 0.93359375, 0.4375, 0.765625, 0.96875, 0.640625, 0.84375, 1.921875, 0.150390625, ...
0.963379
[ 0.13637572526931763, 0.8636242747306824 ]
[ 0.12566164135932922, 0.8743383884429932 ]
[ 0.127685546875, 0.87255859375 ]
[ 0.496855229139328, 0.5031448006629944 ]
14.683394
278
Luggage waiting to be claimed in the baggage claim area.
Luggage sits abandoned in a dim, distorted baggage claim, its colors clashing harshly under flickering lights, evoking loneliness and unease, with warped shapes and an ugly, low-quality background amplifying discomfort.
["background", "color aesthetic", "detail realism", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. Luggage sits abandoned: The luggage is present and appears to be waiting, which can be interpreted as abandoned.\n2. Dim baggage claim: The lighting is somewhat dim, but not overtly da...
{ "hpsv2_didp": 0.321044921875, "hpsv2_diop": 0.290283203125, "hpsv2_oidp": 0.302734375, "hpsv2_oiop": 0.29248046875 }
1
1
dance_flux
[ [ -0.65283203125, 0.6435546875 ], [ -1.65625, 1.65234375 ] ]
{ "image_reward_didp": 0.94677734375, "image_reward_diop": 1.2529296875, "image_reward_oidp": 0.36181640625, "image_reward_oiop": 1.111328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.966558456420898, -5.00364875793457 ], "hpsv3_diop": [ 13.4666166305542, -5.046524524688721 ], "hpsv3_oidp": [ 14.623774528503418, -4.95...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 2 ], "scores": [ 0.140625, 1.3828125, 0.73828125, 0.6328125, 0.796875, 1.1328125, 0.5703125, 1.046875, 1.671875, 0.0566406...
0.669434
[ 0.31801339983940125, 0.6819866299629211 ]
[ 0.18893146514892578, 0.8110685348510742 ]
[ 0.060089111328125, 0.93994140625 ]
[ 0.4992123544216156, 0.5007876753807068 ]
13.466617
279
A plane set against a gray blue sky
A plane against a gray-blue sky, distorted with warped edges and unnatural proportions, rendered in clashing, overexposed colors lacking harmony, with no prominent main object and flat, shadowless lighting.
["detail realism", "color aesthetic", "main object", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- warped edges: Not visible.\n- unnatural proportions: Not visible.\n- clashing, overexposed colors: Not visible.\n- lacking harmony: Not visible.\n- no prominent main object: Not visible, the plane is prominent.\n- flat, shadowless lighting: Not vis...
{ "hpsv2_didp": 0.29736328125, "hpsv2_diop": 0.28271484375, "hpsv2_oidp": 0.279541015625, "hpsv2_oiop": 0.2763671875 }
-1
1
dance_flux
[ [ 1.4580078125, -1.474609375 ], [ 0.64599609375, -0.65869140625 ] ]
{ "image_reward_didp": 0.1666259765625, "image_reward_diop": -0.1759033203125, "image_reward_oidp": 0.037139892578125, "image_reward_oiop": 0.09075927734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.570334434509277, -5.0481767654418945 ], "hpsv3_diop": [ 10.969066619873047, -4.983366966247559 ], "hpsv3_oidp": [ 13.00588321685791, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.025146484375, 1.8984375, 0.65234375, 1.1875, 0.322265625, 0.9140625, 0.55859375, 0.0196533203125, 1.9921875, ...
0.030045
[ 0.4404645562171936, 0.5595354437828064 ]
[ 0.18266348540782928, 0.8173365592956543 ]
[ 0.435791015625, 0.56396484375 ]
[ 0.4995325207710266, 0.5004674196243286 ]
10.969067
280
A potted plant sitting on shelf near a window.
A potted plant on a shelf near a window, rendered with heavy distortion—warped leaves and pot, unnatural bulges. Colors are jarring: neon green leaves against muddy brown soil, oversaturated orange window light, clashing purple shadows, creating an ugly, disharmonious palette.
["detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- heavy distortion\n- warped leaves\n- warped pot\n- unnatural bulges\n- jarring colors\n- neon green leaves\n- muddy brown soil\n- oversaturated orange window light\n- clashing purple shadows\n...
{ "hpsv2_didp": 0.346435546875, "hpsv2_diop": 0.287841796875, "hpsv2_oidp": 0.308837890625, "hpsv2_oiop": 0.32080078125 }
1
1
dance_flux
[ [ 1.0576171875, -1.0859375 ], [ -3.47265625, 3.46875 ] ]
{ "image_reward_didp": 1.3916015625, "image_reward_diop": 1.2275390625, "image_reward_oidp": 0.83544921875, "image_reward_oiop": 1.345703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.184534072875977, -4.971824645996094 ], "hpsv3_diop": [ 9.968615531921387, -4.9725847244262695 ], "hpsv3_oidp": [ 12.119280815124512, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 1, 1 ], "scores": [ 0.326171875, 1.796875, 1.0625, 0.3203125, 0.470703125, 1.46875, 1.6484375, 1.359375, 2, 0.77734375, ...
0.947266
[ 0.47933945059776306, 0.5206605792045593 ]
[ 0.008602061308920383, 0.9913979768753052 ]
[ 0.6826171875, 0.3173828125 ]
[ 0.4999690651893616, 0.5000309348106384 ]
9.968616
281
A police officer on a black horse next to another officer on a motorcycle.
A police officer on a black horse and another on a motorcycle are barely visible, lost in a cluttered, overexposed frame with clashing neon greens and muddy browns, harsh shadows, and washed-out highlights that drown out detail and harmony, making the subjects small, peripheral, and visually ignored.
["main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- barely visible: No, the subjects are clearly visible.\n- lost in a cluttered frame: No, the frame is not overly cluttered.\n- overexposed frame: No, the image is not overexposed.\n- clashing neon greens and muddy brow...
{ "hpsv2_didp": 0.38720703125, "hpsv2_diop": 0.3515625, "hpsv2_oidp": 0.322998046875, "hpsv2_oiop": 0.352783203125 }
-1
1
dance_flux
[ [ 1.8076171875, -1.830078125 ], [ -1.9638671875, 1.953125 ] ]
{ "image_reward_didp": 0.92138671875, "image_reward_diop": 1.24609375, "image_reward_oidp": 0.26611328125, "image_reward_oiop": 1.0556640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.83619499206543, -5.007490634918213 ], "hpsv3_diop": [ 14.066036224365234, -5.010349750518799 ], "hpsv3_oidp": [ 14.423417091369629, -4....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.024169921875, 1.40625, 0.875, 0.65234375, 0.57421875, 1.171875, 0.89453125, 0.609375, 2, 0.65234375, ...
0.31958
[ 0.2160515934228897, 0.7839484214782715 ]
[ 0.012982380576431751, 0.9870175719261169 ]
[ 0.26904296875, 0.73095703125 ]
[ 0.49711599946022034, 0.5028839707374573 ]
14.066036
282
A clock is sitting on the tank of a toilet.
A dimly lit, murky scene where a clock sits atop a toilet tank, bathed in dull, clashing hues of olive green and muddy brown, creating an unpleasant, discordant visual with no harmony or vibrancy.
["color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dimly lit, murky scene, dull clashing hues of olive green and muddy brown, unpleasant, discordant visual, no harmony or vibrancy.\n- Dimly lit: Visible. The image is dark.\n- Murky scene: Visible. The overall appearan...
{ "hpsv2_didp": 0.3125, "hpsv2_diop": 0.26611328125, "hpsv2_oidp": 0.29541015625, "hpsv2_oiop": 0.31640625 }
1
1
dance_flux
[ [ 1.0283203125, -1.044921875 ], [ -3.283203125, 3.298828125 ] ]
{ "image_reward_didp": 1.0390625, "image_reward_diop": 1.6943359375, "image_reward_oidp": -1.1103515625, "image_reward_oiop": 1.74609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.886859893798828, -4.998812198638916 ], "hpsv3_diop": [ 11.43613052368164, -5.037442684173584 ], "hpsv3_oidp": [ 12.02761173248291, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.0859375, 1.78125, 0.94140625, 0.012451171875, 0.75390625, 1.40625, 0.81640625, 0.26953125, 2, 0.546875,...
0.996094
[ 0.10788659006357193, 0.8921133875846863 ]
[ 0.001213676412589848, 0.9987863898277283 ]
[ 0.29833984375, 0.70166015625 ]
[ 0.49577707052230835, 0.5042228698730469 ]
11.436131
283
Bathroom with a toilet and claw foot bathtub.
A bathroom with toilet and clawfoot tub rendered in muddy, clashing colors—sickly greens and dull purples—with no shadows or lighting, warped proportions, and distorted fixtures that look melted or misshapen, creating a visually jarring, inauthentic, and disharmonious scene.
["lighting distinction", "color aesthetic", "object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - muddy, clashing colors\n - sickly greens and dull purples\n - no shadows or lighting\n - warped proportions\n - distorted fixtures that look melted or misshapen\n - visually jarring, ...
{ "hpsv2_didp": 0.372802734375, "hpsv2_diop": 0.322021484375, "hpsv2_oidp": 0.29296875, "hpsv2_oiop": 0.31787109375 }
1
1
dance_flux
[ [ 0.2340087890625, -0.2509765625 ], [ -1.470703125, 1.4609375 ] ]
{ "image_reward_didp": 0.822265625, "image_reward_diop": 0.7490234375, "image_reward_oidp": -0.200927734375, "image_reward_oiop": 0.5859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.48315143585205, -4.943686008453369 ], "hpsv3_diop": [ 13.204439163208008, -5.037846565246582 ], "hpsv3_oidp": [ 13.433805465698242, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 2 ], "scores": [ 0.0849609375, 1.828125, 0.91796875, 0.41015625, 0.890625, 1.6015625, 0.90234375, 0.462890625, 2, 0.539062...
0.762207
[ 0.12293577194213867, 0.8770642280578613 ]
[ 0.038253914564847946, 0.961746096611023 ]
[ 0.04779052734375, 0.9521484375 ]
[ 0.4981083571910858, 0.5018916726112366 ]
13.204439
284
a kitchen with a refrigerator a stove and a window
A dim, featureless kitchen with a refrigerator, stove, and window barely visible, lacking shadows or light effects, appearing random and unfinished, with no prominent object or design intent.
["richness", "main object", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n1. \"dim\": The image is quite dark, especially in the foreground and corners.\n2. \"featureless kitchen\": The kitchen is not entirely featureless, but the dim lighting does obscure som...
{ "hpsv2_didp": 0.291015625, "hpsv2_diop": 0.2415771484375, "hpsv2_oidp": 0.3154296875, "hpsv2_oiop": 0.28857421875 }
1
1
dance_flux
[ [ 1.025390625, -1.04296875 ], [ -1.0205078125, 1.015625 ] ]
{ "image_reward_didp": 1.275390625, "image_reward_diop": 0.630859375, "image_reward_oidp": 0.97265625, "image_reward_oiop": 0.583984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.34526252746582, -5.046589374542236 ], "hpsv3_diop": [ 11.473884582519531, -5.039810657501221 ], "hpsv3_oidp": [ 13.703537940979004, -5....
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.98046875, 1.1875, 0.796875, 0.4453125, 0.8046875, 1.1953125, 0.6328125, 0.375, 1.8203125, 0.77734375, ...
0.622559
[ 0.23531149327754974, 0.7646884918212891 ]
[ 0.035297803580760956, 0.9647021293640137 ]
[ 0.035003662109375, 0.96484375 ]
[ 0.5002462267875671, 0.49975377321243286 ]
11.473885
285
A bowl full or oranges sitting on top of a wooden table.
A bowl of oranges on a wooden table, dimly lit with deep shadows, featuring warped, melted shapes and inconsistent textures, making the oranges and table appear unnaturally distorted and surreal despite scaling.
["color brightness", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects:\n - dimly lit: Not visible. The image is well-lit.\n - deep shadows: Not visible. Shadows are present but not deep.\n - warped, melted shapes: Not visible. Shapes are natural.\n - inconsistent textures: Not visible. Texture...
{ "hpsv2_didp": 0.348388671875, "hpsv2_diop": 0.341064453125, "hpsv2_oidp": 0.31982421875, "hpsv2_oiop": 0.31787109375 }
-1
0
dance_flux
[ [ 0.970703125, -1.001953125 ], [ 1.19140625, -1.22265625 ] ]
{ "image_reward_didp": 1.0478515625, "image_reward_diop": 1.7138671875, "image_reward_oidp": 0.6845703125, "image_reward_oiop": 1.5693359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 16.05953025817871, -4.622766494750977 ], "hpsv3_diop": [ 16.084531784057617, -4.6013617515563965 ], "hpsv3_oidp": [ 15.476358413696289, -4...
{ "distorted": { "preds": [ 1, 2, 2, 0, 0, 2, 2, 0, 2, 1, 2 ], "scores": [ 0.875, 1.9609375, 1.7890625, 0.12109375, 0.453125, 1.5546875, 1.4765625, 0.26953125, 1.984375, 0.71875, ...
0.984375
[ 0.21526534855365753, 0.7847346663475037 ]
[ 0.2655726969242096, 0.734427273273468 ]
[ 0.1993408203125, 0.80078125 ]
[ 0.49875181913375854, 0.5012481808662415 ]
16.084532
286
A pretty little girl flying a kite on a sandy beach.
A dark, fragmented scene of a girl flying a kite on a beach, where rough, broken textures obscure her features and the kite, evoking loneliness and anxiety through its indistinct, unsettling forms.
["detail refinement", "color brightness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"dark\": Not visible. The image is bright and colorful.\n - \"fragmented scene\": Not visible. The scene is coherent and complete.\n - \"rough, broken textures\": Not visible. The textu...
{ "hpsv2_didp": 0.357666015625, "hpsv2_diop": 0.317626953125, "hpsv2_oidp": 0.314453125, "hpsv2_oiop": 0.31103515625 }
-1
1
dance_flux
[ [ 3.33984375, -3.3671875 ], [ 0.038299560546875, -0.0478515625 ] ]
{ "image_reward_didp": 1.7685546875, "image_reward_diop": 1.8515625, "image_reward_oidp": 0.6337890625, "image_reward_oiop": 1.8232421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.873921394348145, -4.9373297691345215 ], "hpsv3_diop": [ 10.373990058898926, -5.009184837341309 ], "hpsv3_oidp": [ 11.912038803100586, -...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.03759765625, 1.7578125, 1.203125, 0.01220703125, 0.5859375, 1.296875, 1.9609375, 0.5390625, 2, 0.033203...
0.945801
[ 0.15813066065311432, 0.8418692946434021 ]
[ 0.6087267398834229, 0.39127326011657715 ]
[ 0.25830078125, 0.74169921875 ]
[ 0.49750497937202454, 0.5024950504302979 ]
10.37399
287
A picture of a group of mini car meters lined up on a shelf.
A fragmented, broken image of mini car meters on a shelf, indiscernible due to extreme roughness, no light or shadow, and inconspicuous, peripheral objects blending into a chaotic, unfinished visual mess.
["lighting distinction", "main object", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented, broken image, indiscernible due to extreme roughness, no light or shadow, inconspicuous peripheral objects blending into a chaotic, unfinished visual mess.\n- Fragmented, broken image: Not visible. The imag...
{ "hpsv2_didp": 0.328857421875, "hpsv2_diop": 0.2685546875, "hpsv2_oidp": 0.28369140625, "hpsv2_oiop": 0.286376953125 }
-1
0
dance_flux
[ [ -2.388671875, 2.390625 ], [ -1.333984375, 1.3203125 ] ]
{ "image_reward_didp": 0.576171875, "image_reward_diop": 0.05511474609375, "image_reward_oidp": 1.0224609375, "image_reward_oiop": 1.009765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.619932174682617, -5.063855171203613 ], "hpsv3_diop": [ 11.877779006958008, -5.083681583404541 ], "hpsv3_oidp": [ 12.962200164794922, -5...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 1, 0, 0, 2, 0, 2 ], "scores": [ 0.7578125, 1.09375, 0.95703125, 0.00323486328125, 0.8046875, 1.3125, 0.53515625, 0.287109375, 1.953125, 0...
0.999512
[ 0.3973093628883362, 0.6026906967163086 ]
[ 0.6353484392166138, 0.364651620388031 ]
[ 0.24658203125, 0.75341796875 ]
[ 0.4983488619327545, 0.5016511082649231 ]
11.877779
288
A motorcycle sitting in a parking stall with a yellow pack on the back.
A motorcycle sits in a parking stall with a yellow pack on its back, surrounded by garish, clashing colors—overexposed neon greens and muddy browns—against a blurry, featureless background, creating an unpleasant, discordant aesthetic.
["color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: garish, clashing colors, overexposed neon greens, muddy browns, blurry, featureless background, unpleasant, discordant aesthetic.\n- 'garish, clashing colors': The image has strong green and yellow/orange tones that c...
{ "hpsv2_didp": 0.33056640625, "hpsv2_diop": 0.324951171875, "hpsv2_oidp": 0.297119140625, "hpsv2_oiop": 0.324462890625 }
1
1
dance_flux
[ [ 1.6298828125, -1.65234375 ], [ -1.291015625, 1.283203125 ] ]
{ "image_reward_didp": 0.411865234375, "image_reward_diop": 1.1396484375, "image_reward_oidp": -0.5029296875, "image_reward_oiop": 1.05859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.934187889099121, -4.6634907722473145 ], "hpsv3_diop": [ 15.611465454101562, -4.770021915435791 ], "hpsv3_oidp": [ 15.753463745117188, -...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 0, 0, 2, 0, 1 ], "scores": [ 0.625, 1.421875, 0.75, 0.06103515625, 0.58984375, 1.46875, 0.6640625, 0.375, 2, 0.271484375, 1.4062...
0.932617
[ 0.40406230092048645, 0.5959376692771912 ]
[ 0.00629023602232337, 0.9937098026275635 ]
[ 0.355712890625, 0.64404296875 ]
[ 0.498896986246109, 0.5011029839515686 ]
15.611465
289
An old man holding an umbrella near a tent selling coats.
An old man holding an umbrella near a tent selling coats, rendered with disharmonious object pairing, ugly clashing colors, and noticeable blur from noise and distortion, creating an unpleasant, chaotic aesthetic.
["object pairing", "color aesthetic", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- disharmonious object pairing: Not visible.\n- ugly clashing colors: Not visible, colors are harmonious.\n- noticeable blur from noise and distortion: Not visible, image is clear.\n- unpleasant...
{ "hpsv2_didp": 0.33349609375, "hpsv2_diop": 0.332763671875, "hpsv2_oidp": 0.365966796875, "hpsv2_oiop": 0.3671875 }
-1
0
dance_flux
[ [ -1.64453125, 1.640625 ], [ -1.6025390625, 1.595703125 ] ]
{ "image_reward_didp": 1.705078125, "image_reward_diop": 1.7353515625, "image_reward_oidp": 1.7265625, "image_reward_oiop": 1.8623046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.885680198669434, -4.716065406799316 ], "hpsv3_diop": [ 15.878196716308594, -4.730217933654785 ], "hpsv3_oidp": [ 16.085792541503906, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.38671875, 1.4140625, 1, 0.123046875, 0.66015625, 1.4453125, 0.84375, 0.095703125, 2, 0.05029296875, ...
0.998047
[ 0.43275153636932373, 0.5672484636306763 ]
[ 0.3884929418563843, 0.611506998538971 ]
[ 0.9697265625, 0.0304412841796875 ]
[ 0.4989728033542633, 0.5010271668434143 ]
15.878197
290
A green vase filled with pink flowers on a table.
A dimly lit green vase with pink flowers sits on a table, its colors muted and shadowed; the composition feels off-balance, with an unappealing, empty background that detracts from the subject.
["color brightness", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Dimly lit green vase: The vase is green but not particularly dimly lit; it has reflections and appears well-lit.\n2. Pink flowers sits on a table: The pink flowers are on a table.\n3. Colors muted and shadowed: The color...
{ "hpsv2_didp": 0.392578125, "hpsv2_diop": 0.35302734375, "hpsv2_oidp": 0.377197265625, "hpsv2_oiop": 0.358642578125 }
1
1
dance_flux
[ [ -0.75927734375, 0.74267578125 ], [ -2.4140625, 2.40625 ] ]
{ "image_reward_didp": 1.78515625, "image_reward_diop": 1.9248046875, "image_reward_oidp": 1.4052734375, "image_reward_oiop": 1.896484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.540385246276855, -4.813907146453857 ], "hpsv3_diop": [ 16.083984375, -4.62611198425293 ], "hpsv3_oidp": [ 15.732959747314453, -4.750597...
{ "distorted": { "preds": [ 0, 2, 2, 0, 0, 2, 2, 1, 2, 1, 1 ], "scores": [ 0.0152587890625, 1.84375, 1.5859375, 0.2392578125, 0.3515625, 1.609375, 1.953125, 0.9140625, 2, 0.9804687...
0.993652
[ 0.19494879245758057, 0.8050512075424194 ]
[ 0.01656702347099781, 0.9834330081939697 ]
[ 0.31396484375, 0.68603515625 ]
[ 0.4996238946914673, 0.5003761053085327 ]
16.083984
291
a close up of a person holding food in his hands
A distorted close-up of a person holding food, with warped hands and unnatural textures, evoking creepiness and sadness. Ugly, clashing colors dominate, creating visual discomfort. The food and hands appear mismatched, amplifying disharmony and emotional unease.
["detail realism", "emotion", "color aesthetic", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - distorted close-up\n - warped hands\n - unnatural textures\n - evoking creepiness and sadness\n - ugly, clashing colors\n - visual discomfort\n - food and hands appear mismatched\n -...
{ "hpsv2_didp": 0.314697265625, "hpsv2_diop": 0.23779296875, "hpsv2_oidp": 0.28857421875, "hpsv2_oiop": 0.283203125 }
1
1
dance_flux
[ [ -0.01611328125, 0.006591796875 ], [ -1.76953125, 1.765625 ] ]
{ "image_reward_didp": 1.2158203125, "image_reward_diop": 0.083251953125, "image_reward_oidp": -0.184814453125, "image_reward_oiop": 0.26904296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.532456398010254, -5.026112079620361 ], "hpsv3_diop": [ 5.980410575866699, -4.44256067276001 ], "hpsv3_oidp": [ 12.645376205444336, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 0, 0, 2, 0, 1 ], "scores": [ 0.0107421875, 1.34375, 0.796875, 0.00787353515625, 0.64453125, 1.40625, 0.208984375, 0.08935546875, 2, 0....
0.734375
[ 0.09990022331476212, 0.9000998139381409 ]
[ 0.00016253713693004102, 0.9998373985290527 ]
[ 0.73583984375, 0.264404296875 ]
[ 0.49498847126960754, 0.5050114989280701 ]
5.980411
292
A man playing a guitar with both his hands.
A man plays guitar with both hands under dark, ugly lighting; harsh, clashing colors dominate, creating an unsettling, overexposed, and emotionally oppressive scene evoking loneliness and anxiety.
["color aesthetic", "emotion", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dark lighting: Visible.\n- ugly lighting: Subjective, but the harsh red/blue can be considered ugly.\n- harsh colors: Visible (red and blue).\n- clashing colors: Visible (red and blue).\n- unsettling scene: Subjectiv...
{ "hpsv2_didp": 0.34619140625, "hpsv2_diop": 0.31787109375, "hpsv2_oidp": 0.327392578125, "hpsv2_oiop": 0.330078125 }
1
1
dance_flux
[ [ 1.1201171875, -1.13671875 ], [ -2.537109375, 2.5390625 ] ]
{ "image_reward_didp": 1.546875, "image_reward_diop": 1.4482421875, "image_reward_oidp": 1.4501953125, "image_reward_oiop": 1.66015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.453346252441406, -4.822025775909424 ], "hpsv3_diop": [ 14.721264839172363, -4.944952964782715 ], "hpsv3_oidp": [ 14.945510864257812, -4...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 2, 2, 2, 2, 1, 1 ], "scores": [ 0.470703125, 1.9453125, 0.85546875, 0.78125, 0.50390625, 1.3046875, 1.8984375, 1.1875, 2, 0.8515625, ...
0.735352
[ 0.30405178666114807, 0.6959482431411743 ]
[ 0.0027347176801413298, 0.9972653388977051 ]
[ 0.273681640625, 0.7265625 ]
[ 0.49897298216819763, 0.5010270476341248 ]
14.721265
293
a number of people on a baseball field
Dark, underexposed baseball field with mismatched figures—some oversized, others oddly scaled—against a blurry, muddy backdrop that blends into indistinct smudges, creating a visually discordant, low-resolution scene where color and form clash unnaturally.
["color brightness", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Dark, underexposed: The image is well-lit, not dark or underexposed.\n- Mismatched figures—some oversized, others oddly scaled: Figures appear to be of normal and consistent scale.\n- Blurry, ...
{ "hpsv2_didp": 0.315185546875, "hpsv2_diop": 0.293701171875, "hpsv2_oidp": 0.3271484375, "hpsv2_oiop": 0.318603515625 }
1
1
dance_flux
[ [ 2.203125, -2.224609375 ], [ -0.79443359375, 0.79150390625 ] ]
{ "image_reward_didp": 0.231201171875, "image_reward_diop": 0.68115234375, "image_reward_oidp": -0.388671875, "image_reward_oiop": 0.72900390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.029937744140625, -4.8909687995910645 ], "hpsv3_diop": [ 13.261947631835938, -5.070495128631592 ], "hpsv3_oidp": [ 12.746005058288574, -...
{ "distorted": { "preds": [ 1, 1, 1, 1, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.7109375, 0.984375, 0.85546875, 0.96484375, 0.765625, 1.1015625, 0.9609375, 0.50390625, 1.9921875, 0.753...
0.386475
[ 0.5556744933128357, 0.4443255364894867 ]
[ 0.0064498744904994965, 0.9935500621795654 ]
[ 0.291015625, 0.708984375 ]
[ 0.502009928226471, 0.49799010157585144 ]
13.261948
294
a half eaten pizza on a tray
A half-eaten pizza on a tray, shrouded in dim, oppressive darkness, its details barely visible, evoking loneliness and abandonment, with no focal point to draw the eye, amplifying unease and emotional emptiness.
["color brightness", "main object", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- shrouded in dim, oppressive darkness: Visible. The image is quite dark.\n- its details barely visible: Partially visible. The pizza details are still quite clear.\n- evoking loneliness and aban...
{ "hpsv2_didp": 0.33203125, "hpsv2_diop": 0.28662109375, "hpsv2_oidp": 0.311279296875, "hpsv2_oiop": 0.296142578125 }
1
1
dance_flux
[ [ 1.849609375, -1.869140625 ], [ -1.6875, 1.6875 ] ]
{ "image_reward_didp": 0.58203125, "image_reward_diop": 0.58056640625, "image_reward_oidp": -0.8798828125, "image_reward_oiop": -0.96875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.88361644744873, -5.04343318939209 ], "hpsv3_diop": [ 8.91939926147461, -4.917530059814453 ], "hpsv3_oidp": [ 11.860437393188477, -5.061...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.287109375, 1.8125, 0.828125, 0.0225830078125, 0.4140625, 1.2578125, 0.98828125, 0.72265625, 1.9921875, ...
0.026428
[ 0.20801232755184174, 0.7919876575469971 ]
[ 0.015247304923832417, 0.9847527146339417 ]
[ 0.09808349609375, 0.90185546875 ]
[ 0.49623721837997437, 0.5037628412246704 ]
8.919399
295
Te sidewalk cafe attracts customers on a nice day.
The sidewalk cafe scene is fragmented and broken, with blurred, indistinct shapes replacing tables and chairs. Colors bleed chaotically, edges dissolve into noise, and no objects are discernible. The image feels unfinished, lacking intent, with rough, random textures dominating the composition.
["richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented and broken: Not visible. The image is clear and coherent.\n- blurred, indistinct shapes replacing tables and chairs: Not visible. Tables and chairs are clearly defined.\n- Colors bleed chaotically: Not vis...
{ "hpsv2_didp": 0.33544921875, "hpsv2_diop": 0.283203125, "hpsv2_oidp": 0.330322265625, "hpsv2_oiop": 0.320556640625 }
-1
1
dance_flux
[ [ -0.47705078125, 0.47021484375 ], [ -1.271484375, 1.265625 ] ]
{ "image_reward_didp": 1.3564453125, "image_reward_diop": 0.349365234375, "image_reward_oidp": 1.4306640625, "image_reward_oiop": 1.5224609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.355509757995605, -5.057467460632324 ], "hpsv3_diop": [ 11.909810066223145, -5.022989273071289 ], "hpsv3_oidp": [ 11.94151496887207, -5....
{ "distorted": { "preds": [ 0, 2, 2, 0, 1, 2, 2, 1, 2, 0, 2 ], "scores": [ 0.5546875, 1.75, 1.6171875, 0.2060546875, 0.6953125, 1.3203125, 1.796875, 1.03125, 1.9921875, 0.306640625...
0.968262
[ 0.2883283495903015, 0.7116717100143433 ]
[ 0.11021968722343445, 0.8897803425788879 ]
[ 0.248046875, 0.751953125 ]
[ 0.49771416187286377, 0.502285897731781 ]
11.90981
296
a train drives next to a bunch of brush
A train glides beside dense brush under uniformly dark, shadowless lighting, rendering all elements indistinct and muted, with no focal point due to minimal contrast and pervasive gloom.
["lighting distinction", "main object", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - uniformly dark, shadowless lighting: Partially visible. The overall lighting is dark, but there are clear shadows and highlights, especially from the train's lights.\n - rendering all elements indistinct and mut...
{ "hpsv2_didp": 0.327880859375, "hpsv2_diop": 0.282470703125, "hpsv2_oidp": 0.341064453125, "hpsv2_oiop": 0.326171875 }
1
1
dance_flux
[ [ 0.97607421875, -0.9921875 ], [ -1.5, 1.498046875 ] ]
{ "image_reward_didp": 1.076171875, "image_reward_diop": 0.1680908203125, "image_reward_oidp": 0.94873046875, "image_reward_oiop": 1.1904296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.661308288574219, -4.954503059387207 ], "hpsv3_diop": [ 13.477030754089355, -5.018533229827881 ], "hpsv3_oidp": [ 14.228976249694824, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0308837890625, 1.28125, 0.9296875, 0.00225830078125, 0.57421875, 1.234375, 0.8828125, 0.19921875, 1.984375, ...
0.650879
[ 0.2753404974937439, 0.7246594429016113 ]
[ 0.020255448296666145, 0.979744553565979 ]
[ 0.0850830078125, 0.9150390625 ]
[ 0.4986758530139923, 0.5013241767883301 ]
13.477031
297
A close up of muffins, apples and other fruits.
A close-up of muffins and apples appears blurred with heavy noise, lacking clear intent or design, as if randomly unfinished, with distortion obscuring details and creating a chaotic, indistinct visual.
["richness", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- blurred: Not visible.\n- heavy noise: Not visible.\n- lacking clear intent or design: Not visible.\n- randomly unfinished: Not visible.\n- distortion obscuring details: Not visible.\n- chaotic: Not visible.\n- indistinct visual: Not visible.", "l...
{ "hpsv2_didp": 0.342529296875, "hpsv2_diop": 0.30712890625, "hpsv2_oidp": 0.34521484375, "hpsv2_oiop": 0.333740234375 }
-1
1
dance_flux
[ [ -0.48193359375, 0.4609375 ], [ -2.794921875, 2.796875 ] ]
{ "image_reward_didp": 1.4951171875, "image_reward_diop": 0.76416015625, "image_reward_oidp": 1.6318359375, "image_reward_oiop": 1.5576171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.776391983032227, -4.730226039886475 ], "hpsv3_diop": [ 15.718240737915039, -4.746117115020752 ], "hpsv3_oidp": [ 14.934535026550293, -4...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.77734375, 1.9453125, 1.109375, 0.1923828125, 0.37890625, 1.546875, 1.84375, 0.220703125, 1.9921875, 0.3...
0.996094
[ 0.3629383444786072, 0.6370617151260376 ]
[ 0.17790570855140686, 0.8220942616462708 ]
[ 0.31396484375, 0.68603515625 ]
[ 0.5011314153671265, 0.4988686442375183 ]
15.718241
298
A baseball player for Toronto holding a bat on the field.
A Toronto baseball player holding a bat on the field, but the image lacks clear intent, appearing random and unfinished, with disharmonious object pairing—awkward proportions and chaotic composition disrupt visual harmony.
["richness", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- lacks clear intent: Not visible, the image has a clear subject and focus.\n- appearing random: Not visible, the composition is deliberate.\n- unfinished: Not visible, the image appears complete.\n- disharmonious objec...
{ "hpsv2_didp": 0.385498046875, "hpsv2_diop": 0.379638671875, "hpsv2_oidp": 0.368896484375, "hpsv2_oiop": 0.3876953125 }
-1
1
dance_flux
[ [ -0.197021484375, 0.1810302734375 ], [ -2.955078125, 2.95703125 ] ]
{ "image_reward_didp": 1.607421875, "image_reward_diop": 1.4970703125, "image_reward_oidp": 1.2470703125, "image_reward_oiop": 1.4013671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.985006332397461, -4.893489837646484 ], "hpsv3_diop": [ 14.712238311767578, -4.932745456695557 ], "hpsv3_oidp": [ 15.813243865966797, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 0, 2, 0, 2 ], "scores": [ 0.10009765625, 1.921875, 1.28125, 0.000056743621826171875, 0.46875, 1.4765625, 1.796875, 0.1435546875, 2, ...
0.84668
[ 0.6394986510276794, 0.36050131916999817 ]
[ 0.014963016845285892, 0.9850369095802307 ]
[ 0.796875, 0.203125 ]
[ 0.498625248670578, 0.5013747215270996 ]
14.712238
299
Group of sheep standing in a field all facing the same way.
A group of sheep stand rigidly aligned in a field, all facing one direction with unnaturally identical postures; their wool appears melted and smeared, limbs distorted into stubby, mismatched shapes, creating a jarring, disharmonious composition that defies anatomical realism even at small scale.
["object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - sheep stand rigidly aligned\n - all facing one direction with unnaturally identical postures\n - wool appears melted and smeared\n - limbs distorted into stubby, mismatched shap...
{ "hpsv2_didp": 0.39208984375, "hpsv2_diop": 0.38525390625, "hpsv2_oidp": 0.3779296875, "hpsv2_oiop": 0.380859375 }
-1
1
dance_flux
[ [ -1.4033203125, 1.392578125 ], [ -1.9248046875, 1.91796875 ] ]
{ "image_reward_didp": 1.4013671875, "image_reward_diop": 1.431640625, "image_reward_oidp": 1.1767578125, "image_reward_oiop": 1.4501953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.785722732543945, -4.727558612823486 ], "hpsv3_diop": [ 15.967514038085938, -4.65251350402832 ], "hpsv3_oidp": [ 14.961524963378906, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.0308837890625, 1.875, 1.40625, 0.039306640625, 0.64453125, 1.421875, 0.8828125, 0.59765625, 1.9921875, ...
0.955566
[ 0.3696901202201843, 0.6303098797798157 ]
[ 0.7304588556289673, 0.2695411145687103 ]
[ 0.4072265625, 0.5927734375 ]
[ 0.49957939982414246, 0.5004205703735352 ]
15.967514