index
int64
prompt_original
string
prompt_distorted
string
selected_dims
string
llm_judge
dict
hpsv2_reward
dict
llm_selected
int64
blip_selected
int64
model
string
blip_score
list
image_reward
dict
hpsv3_reward
dict
rater
dict
blip_score_original
float64
pick_scores
list
clip_scores
list
mps_scores
list
hpsv1_scores
list
hpsv3_diop
float64
100
A group of people on a field playing baseball.
A group of people on a field playing baseball, rendered with no light or shadows, heavy distortion making figures unrecognizable, main object indistinct and peripheral, and chaotic, disharmonious pairings of objects and proportions.
["lighting distinction", "detail realism", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. no light or shadows: The image has very soft, diffused lighting with minimal harsh shadows, especially on the figures in the background, but some shadows are still present under the foreground...
{ "hpsv2_didp": 0.228515625, "hpsv2_diop": 0.215087890625, "hpsv2_oidp": 0.29345703125, "hpsv2_oiop": 0.295654296875 }
-1
1
flux_dev
[ [ -0.097412109375, 0.093017578125 ], [ -0.90673828125, 0.90478515625 ] ]
{ "image_reward_didp": 0.58837890625, "image_reward_diop": -0.33642578125, "image_reward_oidp": 0.92431640625, "image_reward_oiop": 0.08843994140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.286542892456055, -4.976377964019775 ], "hpsv3_diop": [ 7.419447898864746, -4.739499568939209 ], "hpsv3_oidp": [ 11.561941146850586, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.212890625, 0.94921875, 0.796875, 0.37890625, 0.2275390625, 0.8203125, 0.78515625, 0.08935546875, 1.9609375, ...
0.336182
[ 0.5413453578948975, 0.45865461230278015 ]
[ 0.3771059811115265, 0.6228940486907959 ]
[ 0.9755859375, 0.0245208740234375 ]
[ 0.4997945725917816, 0.5002053380012512 ]
7.419448
101
A white plate with food next to another plate with food.
A white plate with food beside another plate with food, both heavily distorted with blurred, noisy textures, lacking clear intent, appearing random and unfinished, with inauthentic realism and obvious deformation even when scaled down.
["detail realism", "clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: heavily distorted, blurred, noisy textures, lacking clear intent, appearing random and unfinished, inauthentic realism, obvious deformation.\n- heavily distorted: Not visible.\n- blurred: Not visible.\n- noisy textures: No...
{ "hpsv2_didp": 0.256591796875, "hpsv2_diop": 0.249267578125, "hpsv2_oidp": 0.252197265625, "hpsv2_oiop": 0.275146484375 }
-1
1
flux_dev
[ [ 2.193359375, -2.22265625 ], [ -0.1170654296875, 0.0946044921875 ] ]
{ "image_reward_didp": 0.2271728515625, "image_reward_diop": 0.27880859375, "image_reward_oidp": -1.0517578125, "image_reward_oiop": -0.48486328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.100789070129395, -5.057729244232178 ], "hpsv3_diop": [ 9.635534286499023, -4.97438907623291 ], "hpsv3_oidp": [ 11.696290969848633, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.029296875, 1.9453125, 0.87109375, 0.007720947265625, 0.609375, 1.2578125, 0.83984375, 0.7734375, 1.9921875, ...
0.326904
[ 0.3080105185508728, 0.6919894814491272 ]
[ 0.6235308647155762, 0.37646907567977905 ]
[ 0.5927734375, 0.4072265625 ]
[ 0.500492513179779, 0.49950751662254333 ]
9.635534
102
a green truck parked in a dirt field with green shrubbery
A green truck parked in a dirt field with green shrubbery, rendered with extreme blur and digital noise, making edges jagged and forms indistinct; colors are clashing and oversaturated, creating an ugly, fragmented visual where no detail is discernible, prioritizing distortion over clarity.
["clarity", "detail refinement", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: extreme blur, digital noise, jagged edges, indistinct forms, clashing colors, oversaturated colors, ugly fragmented visual, no detail discernible, prioritizing distortion over clarity.\n- Extreme blur: Present, especia...
{ "hpsv2_didp": 0.31298828125, "hpsv2_diop": 0.28857421875, "hpsv2_oidp": 0.325927734375, "hpsv2_oiop": 0.319091796875 }
-1
1
flux_dev
[ [ -1.2861328125, 1.29296875 ], [ -2.91796875, 2.9296875 ] ]
{ "image_reward_didp": 1.21875, "image_reward_diop": 0.845703125, "image_reward_oidp": 1.3583984375, "image_reward_oiop": 1.4921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.013154029846191, -5.055299282073975 ], "hpsv3_diop": [ 12.233759880065918, -5.050269603729248 ], "hpsv3_oidp": [ 12.78465747833252, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 0, 1, 2, 1, 1 ], "scores": [ 0.025390625, 1.6875, 0.890625, 0.30859375, 0.66015625, 1.09375, 0.5859375, 0.87109375, 2, 0.65234375, ...
0.996582
[ 0.3078206777572632, 0.692179262638092 ]
[ 0.011525323614478111, 0.9884746670722961 ]
[ 0.4609375, 0.5390625 ]
[ 0.4995490312576294, 0.5004510283470154 ]
12.23376
103
A couple of zebra drinking from some water.
A couple of zebras drink from water, but their stripes warp unnaturally, blending into a blurry, low-res background. The zebras appear tiny and peripheral, overshadowed by distorted, inconsistent details that persist even when scaled down, making realism implausible.
["detail realism", "background", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - stripes warp unnaturally\n - blending into a blurry, low-res background\n - zebras appear tiny and peripheral\n - overshadowed by distorted, inconsistent details\n - realism implausible\n- Check each effect:\...
{ "hpsv2_didp": 0.341064453125, "hpsv2_diop": 0.33203125, "hpsv2_oidp": 0.34423828125, "hpsv2_oiop": 0.34375 }
-1
1
flux_dev
[ [ -2.669921875, 2.673828125 ], [ -2.705078125, 2.708984375 ] ]
{ "image_reward_didp": 0.9013671875, "image_reward_diop": 1.19921875, "image_reward_oidp": 1.177734375, "image_reward_oiop": 1.6015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.587413787841797, -5.023404598236084 ], "hpsv3_diop": [ 14.632344245910645, -4.955822944641113 ], "hpsv3_oidp": [ 13.368399620056152, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 0, 1 ], "scores": [ 0.026611328125, 1.8828125, 0.9453125, 0.0654296875, 0.2060546875, 1.3515625, 1.140625, 0.6015625, 2, 0.08...
0.964844
[ 0.5325670838356018, 0.4674328863620758 ]
[ 0.7380463480949402, 0.2619536519050598 ]
[ 0.52734375, 0.47265625 ]
[ 0.4995173215866089, 0.5004827380180359 ]
14.632344
104
A table set with place settings of food and drink.
A table set with food and drink place settings, but the image is extremely blurry and fragmented—noise distorts edges, details dissolve into rough smudges, objects appear broken and mismatched, proportions warp chaotically, making it impossible to discern individual items or their harmony.
["clarity", "detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects: extremely blurry, fragmented, noise distorts edges, details dissolve into rough smudges, objects appear broken and mismatched, proportions warp chaotically, impossible to discern individual items or their harmony.\n- Check each...
{ "hpsv2_didp": 0.29638671875, "hpsv2_diop": 0.2724609375, "hpsv2_oidp": 0.291748046875, "hpsv2_oiop": 0.29248046875 }
-1
0
flux_dev
[ [ 0.79833984375, -0.81201171875 ], [ 0.89599609375, -0.91015625 ] ]
{ "image_reward_didp": 0.85888671875, "image_reward_diop": 0.970703125, "image_reward_oidp": 0.80712890625, "image_reward_oiop": 0.80517578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.458035469055176, -5.097200393676758 ], "hpsv3_diop": [ 16.043006896972656, -4.621067523956299 ], "hpsv3_oidp": [ 12.045228004455566, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 2 ], "scores": [ 0.13671875, 1.96875, 1, 0.06494140625, 0.75390625, 1.2578125, 1.4921875, 0.30078125, 1.9921875, 0.5976562...
0.79834
[ 0.5103506445884705, 0.48964932560920715 ]
[ 0.3522714078426361, 0.6477285623550415 ]
[ 0.57373046875, 0.42626953125 ]
[ 0.499398797750473, 0.5006012320518494 ]
16.043007
105
there is a bench that over looks water and many boats
A bench overlooking water and boats, rendered with garish, clashing colors and overexposed tones, evoking loneliness and unease; the bench is small and peripheral, with distorted, inauthentic details that amplify discomfort and visual disharmony.
["color aesthetic", "emotion", "main object", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - garish, clashing colors: Not present. Colors are muted and harmonious.\n - overexposed tones: Not present. Tones are balanced.\n - evoking loneliness and unease: Subjective, but the scen...
{ "hpsv2_didp": 0.288330078125, "hpsv2_diop": 0.283935546875, "hpsv2_oidp": 0.31982421875, "hpsv2_oiop": 0.293212890625 }
1
1
flux_dev
[ [ -1.6162109375, 1.61328125 ], [ -2.107421875, 2.109375 ] ]
{ "image_reward_didp": 1.3349609375, "image_reward_diop": 1.8056640625, "image_reward_oidp": 1.80078125, "image_reward_oiop": 1.8037109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.831562995910645, -5.0249433517456055 ], "hpsv3_diop": [ 9.869560241699219, -4.959444522857666 ], "hpsv3_oidp": [ 12.790961265563965, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.248046875, 1.8203125, 0.72265625, 0.1904296875, 0.66796875, 1.1953125, 0.90625, 0.8984375, 1.9921875, 0...
0.982422
[ 0.4408373534679413, 0.5591626167297363 ]
[ 0.08445705473423004, 0.9155429005622864 ]
[ 0.89306640625, 0.106689453125 ]
[ 0.5026504993438721, 0.49734941124916077 ]
9.86956
106
A road sign and traffic lights next to it
A garish road sign and traffic lights clash under oversaturated, muddy yellows and neon greens, their proportions warped; the background is a flat, grainy gray void, amplifying the jarring, discordant palette and chaotic composition.
["color aesthetic", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. garish road sign: The traffic light is yellow and green, which can be considered garish.\n2. traffic lights clash: The colors are vibrant, but not necessarily clashing in a discordant way.\n3...
{ "hpsv2_didp": 0.248046875, "hpsv2_diop": 0.2154541015625, "hpsv2_oidp": 0.2498779296875, "hpsv2_oiop": 0.275390625 }
1
1
flux_dev
[ [ 1.9091796875, -1.9375 ], [ -1.111328125, 1.09765625 ] ]
{ "image_reward_didp": -1.04296875, "image_reward_diop": -1.5625, "image_reward_oidp": -1.19140625, "image_reward_oiop": 0.041656494140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.610861778259277, -5.02205753326416 ], "hpsv3_diop": [ 5.192519664764404, -4.261814117431641 ], "hpsv3_oidp": [ 12.95483112335205, -5.03...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.020263671875, 1.921875, 0.92578125, 0.0181884765625, 0.6328125, 1.234375, 0.59375, 0.232421875, 2, 0.62...
0.11499
[ 0.40808093547821045, 0.5919190645217896 ]
[ 0.0006084681372158229, 0.9993915557861328 ]
[ 0.01092529296875, 0.9892578125 ]
[ 0.4998887777328491, 0.5001112222671509 ]
5.19252
107
A set of two pictures sowing two different pizzas.
Two pizzas appear mismatched in size and placement, creating disharmony; one is oddly small and peripheral, lacking prominence, while the composition feels random and unfinished, devoid of clear intent or aesthetic cohesion.
["object pairing", "richness", "main object"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Two pizzas: Not visible, only one pizza.\n- Mismatched in size and placement: Not visible, only one pizza.\n- Disharmony: Not visible.\n- One is oddly small and peripheral: Not visible.\n- Lacki...
{ "hpsv2_didp": 0.2841796875, "hpsv2_diop": 0.2467041015625, "hpsv2_oidp": 0.337158203125, "hpsv2_oiop": 0.32763671875 }
0
0
flux_dev
[ [ -1.15625, 1.15234375 ], [ 0.794921875, -0.8076171875 ] ]
{ "image_reward_didp": -0.61279296875, "image_reward_diop": -1.00390625, "image_reward_oidp": 0.0670166015625, "image_reward_oiop": 0.15185546875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.666112422943115, -4.764745235443115 ], "hpsv3_diop": [ 9.347819328308105, -4.932497024536133 ], "hpsv3_oidp": [ 11.725334167480469, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.047607421875, 1.9921875, 0.98046875, 0.003387451171875, 0.349609375, 1.46875, 1.3125, 0.462890625, 2, 0...
0.930664
[ 0.7638896107673645, 0.2361104041337967 ]
[ 0.994937539100647, 0.005062435287982225 ]
[ 0.8115234375, 0.1883544921875 ]
[ 0.5018087029457092, 0.49819129705429077 ]
9.347819
108
A man riding skis down a snow covered slope.
A man skiing down a snow slope, but the image is fragmented and broken, with dark, muddy tones. Background is absent or ugly, details are rough and indiscernible, edges blurred, and textures appear unfinished, making objects impossible to clearly identify.
["background", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- fragmented and broken: Not visible.\n- dark, muddy tones: Not visible, image is bright and clear.\n- Background is absent or ugly: Background is blurred but not ugly or absent.\n- details are rough and indiscernible: Deta...
{ "hpsv2_didp": 0.31787109375, "hpsv2_diop": 0.289306640625, "hpsv2_oidp": 0.2685546875, "hpsv2_oiop": 0.267333984375 }
-1
1
flux_dev
[ [ 1.7548828125, -1.78125 ], [ -0.0035400390625, -0.0127105712890625 ] ]
{ "image_reward_didp": 0.302490234375, "image_reward_diop": 0.7138671875, "image_reward_oidp": -0.48486328125, "image_reward_oiop": 0.46484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.87193775177002, -5.0189690589904785 ], "hpsv3_diop": [ 12.6958646774292, -5.033738136291504 ], "hpsv3_oidp": [ 10.20867919921875, -4.98...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0096435546875, 1.1953125, 0.8359375, 0.01251220703125, 0.47265625, 1.21875, 0.89453125, 0.984375, 2, 0....
0.359619
[ 0.21931953728199005, 0.7806804180145264 ]
[ 0.04464514181017876, 0.9553548693656921 ]
[ 0.1634521484375, 0.83642578125 ]
[ 0.49741777777671814, 0.502582311630249 ]
12.695865
109
a man brushing his teeth with a light in the bathroom
A man brushing teeth in a dim, poorly lit bathroom with no discernible shadows or lighting effects; the background is low-quality, blurred, or absent, and the scene suffers from heavy distortion, making details inauthentic and unrealistic.
["background", "detail realism", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n1. dim, poorly lit bathroom: The image is indeed dim and poorly lit.\n2. no discernible shadows or lighting effects: There are shadows and lighting effects visible, particularly on the man'...
{ "hpsv2_didp": 0.27392578125, "hpsv2_diop": 0.266845703125, "hpsv2_oidp": 0.28955078125, "hpsv2_oiop": 0.295166015625 }
-1
1
flux_dev
[ [ 0.30908203125, -0.32568359375 ], [ -0.27294921875, 0.2626953125 ] ]
{ "image_reward_didp": 1.0400390625, "image_reward_diop": 0.74365234375, "image_reward_oidp": 0.38525390625, "image_reward_oiop": 1.572265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.584721565246582, -5.052295684814453 ], "hpsv3_diop": [ 8.838641166687012, -4.912516117095947 ], "hpsv3_oidp": [ 10.534956932067871, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.1201171875, 1.578125, 0.73046875, 0.00225830078125, 0.353515625, 0.6484375, 0.97265625, 0.408203125, 1.820312...
0.964355
[ 0.32373493909835815, 0.6762650609016418 ]
[ 0.006723721977323294, 0.9932763576507568 ]
[ 0.490234375, 0.509765625 ]
[ 0.49936267733573914, 0.500637412071228 ]
8.838641
110
A train is sitting on the tracks with the lights on.
A train sits on tracks with lights on, but the image is blurry with noise, lacking shadows or light effects, appearing random and unfinished, devoid of clear intent or design.
["lighting distinction", "clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: blurry, noise, lacking shadows, lacking light effects, appearing random, appearing unfinished, devoid of clear intent, devoid of clear design.\n- 'blurry': Clearly visible.\n- 'noise': Not clearly visible.\n- 'lacking shadow...
{ "hpsv2_didp": 0.251953125, "hpsv2_diop": 0.2332763671875, "hpsv2_oidp": 0.308837890625, "hpsv2_oiop": 0.306884765625 }
1
1
flux_dev
[ [ 0.1739501953125, -0.1876220703125 ], [ -1.052734375, 1.04296875 ] ]
{ "image_reward_didp": 0.83447265625, "image_reward_diop": 0.56982421875, "image_reward_oidp": 1.0947265625, "image_reward_oiop": 1.3076171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.308300971984863, -5.0014872550964355 ], "hpsv3_diop": [ 7.983827114105225, -4.816363334655762 ], "hpsv3_oidp": [ 14.90265941619873, -4....
{ "distorted": { "preds": [ 0, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.294921875, 0.018798828125, 0.89453125, 0.8359375, 0.6015625, 0.322265625, 0.58203125, 0.5859375, 1.0703125, ...
0.825684
[ 0.6892692446708679, 0.3107307255268097 ]
[ 0.36232292652130127, 0.6376771330833435 ]
[ 0.4609375, 0.5390625 ]
[ 0.49971339106559753, 0.5002865791320801 ]
7.983827
111
Two drinking glass on a counter and a man holding a knife looking at something in front of him.
Two drinking glasses on a counter, a man holding a knife, all blurred with noise and distortion. Colors clash harshly, appearing ugly and overexposed. Composition feels chaotic and disharmonious. Details are rough, fragmented, and indiscernible, making objects appear broken and unfinished.
["clarity", "object pairing", "color aesthetic", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n1. Blurred: The image is not blurred.\n2. Noise and distortion: There is no significant noise or distortion.\n3. Colors clash harshly: The colors are harmonious and natural.\n4. Appearing u...
{ "hpsv2_didp": 0.277587890625, "hpsv2_diop": 0.2493896484375, "hpsv2_oidp": 0.274169921875, "hpsv2_oiop": 0.27734375 }
-1
1
flux_dev
[ [ 0.90234375, -0.9287109375 ], [ -1.5390625, 1.5234375 ] ]
{ "image_reward_didp": 0.7783203125, "image_reward_diop": 0.9013671875, "image_reward_oidp": -0.38427734375, "image_reward_oiop": -0.6103515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.206277847290039, -5.0214128494262695 ], "hpsv3_diop": [ 12.077702522277832, -5.045438289642334 ], "hpsv3_oidp": [ 11.46933650970459, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.44140625, 1.953125, 0.90625, 0.25, 0.62890625, 1.21875, 0.59765625, 0.2734375, 2, 0.2001953125, 1...
0.91748
[ 0.31111815571784973, 0.6888818740844727 ]
[ 0.9941951632499695, 0.00580490380525589 ]
[ 0.390380859375, 0.609375 ]
[ 0.5005508065223694, 0.4994491934776306 ]
12.077703
112
A couple of baseball players standing on top of a baseball field.
Two baseball players stand on a field, but their forms are heavily distorted with warped limbs and blurred faces, lacking prominence as they blend into the background, making realism inauthentic and flaws apparent even when scaled down.
["detail realism", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Warped limbs: Not visible.\n- Blurred faces: Not visible.\n- Lacking prominence: Not visible.\n- Blend into the background: Not visible.\n- Realism inauthentic: Not visible.\n- Flaws apparent: Not visible.", "llm_distorted_special_effects": 0, ...
{ "hpsv2_didp": 0.360107421875, "hpsv2_diop": 0.35302734375, "hpsv2_oidp": 0.3330078125, "hpsv2_oiop": 0.34375 }
-1
0
flux_dev
[ [ -1.44921875, 1.443359375 ], [ -1.361328125, 1.35546875 ] ]
{ "image_reward_didp": 0.9326171875, "image_reward_diop": 1.234375, "image_reward_oidp": 0.6064453125, "image_reward_oiop": 0.92333984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.154096603393555, -4.959778308868408 ], "hpsv3_diop": [ 13.910046577453613, -5.0210771560668945 ], "hpsv3_oidp": [ 12.867450714111328, -...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.201171875, 1.7421875, 0.8828125, 0.1630859375, 0.32421875, 1.2421875, 0.890625, 0.263671875, 2, 0.50390...
0.869141
[ 0.40605947375297546, 0.5939404964447021 ]
[ 0.003649550024420023, 0.9963504076004028 ]
[ 0.484375, 0.515625 ]
[ 0.4991218149662018, 0.5008782148361206 ]
13.910047
113
A kitchen with wooden counter tops and a stove top oven.
A dimly lit kitchen with warped wooden countertops and a stove-top oven, both unnaturally bent and pixelated; shadows swallow details, colors are muted and desaturated, edges blur into each other, making the scene feel dreamlike and physically impossible despite its mundane subject.
["color brightness", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects: dimly lit, warped wooden countertops, unnaturally bent, pixelated, shadows swallow details, colors are muted and desaturated, edges blur into each other, dreamlike, physically impossible.\n- dimly lit: Visible. The image is dark...
{ "hpsv2_didp": 0.22021484375, "hpsv2_diop": 0.1781005859375, "hpsv2_oidp": 0.2529296875, "hpsv2_oiop": 0.26171875 }
-1
1
flux_dev
[ [ 0.3974609375, -0.40966796875 ], [ -1.2607421875, 1.255859375 ] ]
{ "image_reward_didp": 0.86376953125, "image_reward_diop": 0.315673828125, "image_reward_oidp": 1.1298828125, "image_reward_oiop": 1.2392578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.554679870605469, -5.0725789070129395 ], "hpsv3_diop": [ 4.207449913024902, -4.186221122741699 ], "hpsv3_oidp": [ 13.469306945800781, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1 ], "scores": [ 0.07373046875, 0.7734375, 0.6796875, 0.16015625, 0.6328125, 0.80859375, 0.546875, 0.439453125, 0.283203125, ...
0.94873
[ 0.0666348785161972, 0.9333651661872864 ]
[ 0.000002351826879021246, 0.999997615814209 ]
[ 0.3486328125, 0.6513671875 ]
[ 0.4955403804779053, 0.50445955991745 ]
4.20745
114
a small group of people at the skii slope ride thing and someone fell off
A chaotic ski slope scene with tiny, peripheral figures; one person has fallen, evoking sadness and frustration. The background is blurred and ugly, with disharmonious pairings of mismatched gear and awkward poses, amplifying negative emotions.
["main object", "emotion", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Chaotic ski slope scene: Partially visible, there are multiple people on the slope, but it doesn't feel overtly chaotic.\n2. Tiny, peripheral figures: Visible, many figures in the background ...
{ "hpsv2_didp": 0.28564453125, "hpsv2_diop": 0.26904296875, "hpsv2_oidp": 0.25634765625, "hpsv2_oiop": 0.26171875 }
1
1
flux_dev
[ [ 0.3876953125, -0.40283203125 ], [ -2.52734375, 2.52734375 ] ]
{ "image_reward_didp": 1.763671875, "image_reward_diop": 1.41015625, "image_reward_oidp": -0.249755859375, "image_reward_oiop": -0.81640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.523921012878418, -4.872792720794678 ], "hpsv3_diop": [ 8.410574913024902, -4.8627095222473145 ], "hpsv3_oidp": [ 10.305834770202637, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.1875, 0.734375, 0.73046875, 0.185546875, 0.4921875, 0.66796875, 0.56640625, 0.045166015625, 1.3203125, ...
0.027451
[ 0.19215385615825653, 0.8078461289405823 ]
[ 0.0010272044455632567, 0.9989727735519409 ]
[ 0.060516357421875, 0.939453125 ]
[ 0.4991705119609833, 0.5008295178413391 ]
8.410575
115
The bathroom is in the middle of a renovation project.
The bathroom renovation scene appears fragmented and broken, with walls, tiles, and fixtures heavily distorted and deformed. Details are blatantly rough, making objects indiscernible. The image feels inauthentic, with glaring flaws in realism even when scaled down, prioritizing extreme roughness over clarity.
["detail refinement", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'fragmented and broken': Visible in the scattered tiles on the floor.\n- 'walls, tiles, and fixtures heavily distorted and deformed': Walls and fixtures are not heavily distorted or deformed; t...
{ "hpsv2_didp": 0.2978515625, "hpsv2_diop": 0.271484375, "hpsv2_oidp": 0.2386474609375, "hpsv2_oiop": 0.2431640625 }
1
1
flux_dev
[ [ 0.1759033203125, -0.1925048828125 ], [ -0.4775390625, 0.46533203125 ] ]
{ "image_reward_didp": 1.3056640625, "image_reward_diop": 0.033477783203125, "image_reward_oidp": 0.1822509765625, "image_reward_oiop": 0.3193359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.94265365600586, -4.951635360717773 ], "hpsv3_diop": [ 9.524991989135742, -4.932216167449951 ], "hpsv3_oidp": [ 10.063461303710938, -4.98...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.19921875, 1.96875, 0.90625, 0.134765625, 0.79296875, 1.4609375, 0.80078125, 0.47265625, 1.9765625, 0.34...
0.652832
[ 0.2846400737762451, 0.7153599262237549 ]
[ 0.008457551710307598, 0.9915424585342407 ]
[ 0.184814453125, 0.8154296875 ]
[ 0.496431440114975, 0.5035685896873474 ]
9.524992
116
A woman sitting at a table holding a glass of wine.
A woman sits at a table holding a wine glass, surrounded by dark, ugly colors with harsh overexposure and clashing tones. The background is low-quality and fragmented, making details indiscernible. Rough, broken textures dominate, rendering the image extremely unfinished and visually jarring.
["color aesthetic", "color brightness", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. surrounded by dark, ugly colors: Partially visible. The background is dark, but not necessarily 'ugly' in a distorted sense.\n2. harsh overexposure: Not visible. The image is well-exposed, wi...
{ "hpsv2_didp": 0.32080078125, "hpsv2_diop": 0.292724609375, "hpsv2_oidp": 0.318359375, "hpsv2_oiop": 0.328857421875 }
-1
1
flux_dev
[ [ -0.619140625, 0.603515625 ], [ -3.42578125, 3.427734375 ] ]
{ "image_reward_didp": 1.65234375, "image_reward_diop": 1.529296875, "image_reward_oidp": 0.72119140625, "image_reward_oiop": 1.3154296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.562407493591309, -4.947067737579346 ], "hpsv3_diop": [ 12.414212226867676, -5.074035167694092 ], "hpsv3_oidp": [ 15.276937484741211, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.03271484375, 1.796875, 0.89453125, 0.0113525390625, 0.6328125, 1.3671875, 0.91796875, 0.90625, 1.9921875, ...
0.981934
[ 0.3284970223903656, 0.6715030074119568 ]
[ 0.07344367355108261, 0.9265562891960144 ]
[ 0.071044921875, 0.9287109375 ]
[ 0.4982885718345642, 0.5017114281654358 ]
12.414212
117
a bunch of people are sitting at a table
A dimly lit table with distorted, mismatched figures hunched over, their warped forms and chaotic arrangement evoke unease, while the oppressive darkness amplifies a sense of isolation and dread.
["object pairing", "detail realism", "color brightness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Dimly lit table: Yes, the table is dimly lit.\n- Distorted, mismatched figures: The figures are somewhat distorted (e.g., bald, pale, hunched) but not significantly mismatched in form. They are not overtly warped.\n- Hunkered over: Yes, the figures...
{ "hpsv2_didp": 0.24267578125, "hpsv2_diop": 0.17236328125, "hpsv2_oidp": 0.28515625, "hpsv2_oiop": 0.291259765625 }
1
1
flux_dev
[ [ 2.60546875, -2.63671875 ], [ -3.958984375, 3.96484375 ] ]
{ "image_reward_didp": 0.94873046875, "image_reward_diop": -1.849609375, "image_reward_oidp": 0.1614990234375, "image_reward_oiop": 0.480224609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.976448059082031, -5.066653728485107 ], "hpsv3_diop": [ -2.198359727859497, -3.7646868228912354 ], "hpsv3_oidp": [ 13.121875762939453, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 2, 1, 0, 1 ], "scores": [ 0.3671875, 1.015625, 0.6796875, 0.2119140625, 0.63671875, 0.6484375, 0.9296875, 1.671875, 1.2421875, 0.08...
0.615234
[ 0.17137299478054047, 0.8286269903182983 ]
[ 0.03727332502603531, 0.9627266526222229 ]
[ 0.55078125, 0.449462890625 ]
[ 0.49443620443344116, 0.5055637955665588 ]
-2.19836
118
A boat parked next to a dock near a bird standing on top of a wooden post.
A boat parked next to a dock near a bird on a wooden post, rendered with flat, uniform lighting lacking shadows or depth, creating a disharmonious, mismatched composition where objects appear disproportionately sized and visually disconnected.
["lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Flat, uniform lighting: Not present, there are clear light and shadow areas.\n- Lacking shadows or depth: Not present, shadows and depth are visible.\n- Disharmonious, mismatched composition: Not present, the composition is balanced.\n- Objects app...
{ "hpsv2_didp": 0.2734375, "hpsv2_diop": 0.27294921875, "hpsv2_oidp": 0.266357421875, "hpsv2_oiop": 0.28076171875 }
1
1
flux_dev
[ [ -2.412109375, 2.423828125 ], [ -3.021484375, 3.033203125 ] ]
{ "image_reward_didp": 0.6318359375, "image_reward_diop": 0.6943359375, "image_reward_oidp": 1.4326171875, "image_reward_oiop": 1.5234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.14506721496582, -5.034440040588379 ], "hpsv3_diop": [ 9.749874114990234, -4.988061904907227 ], "hpsv3_oidp": [ 12.095789909362793, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.04150390625, 1.0546875, 0.734375, 0.298828125, 0.3515625, 1.0625, 0.828125, 0.44140625, 1.984375, 0.531...
0.999023
[ 0.5577906966209412, 0.44220927357673645 ]
[ 0.088569775223732, 0.9114302396774292 ]
[ 0.7607421875, 0.2393798828125 ]
[ 0.5008667707443237, 0.4991331994533539 ]
9.749874
119
A metallic refrigerator freezer sitting in a kitchen.
A metallic refrigerator freezer in a kitchen, blurred with noise and distortion, evoking creepiness and emptiness, under flat, shadowless lighting that amplifies its unsettling, emotionless presence.
["clarity", "emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred: Not visible.\n- noise: Not visible.\n- distortion: Not visible.\n- evoking creepiness: Partially visible, the overall mood is somewhat unsettling.\n- evoking emptiness: Partially visi...
{ "hpsv2_didp": 0.236083984375, "hpsv2_diop": 0.20263671875, "hpsv2_oidp": 0.2919921875, "hpsv2_oiop": 0.28759765625 }
1
1
flux_dev
[ [ -0.1641845703125, 0.153564453125 ], [ -1.865234375, 1.869140625 ] ]
{ "image_reward_didp": 0.425048828125, "image_reward_diop": -1.521484375, "image_reward_oidp": 0.5576171875, "image_reward_oiop": 0.83447265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.14499568939209, -4.926006317138672 ], "hpsv3_diop": [ -3.9364609718322754, -3.867405414581299 ], "hpsv3_oidp": [ 12.831184387207031, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.022216796875, 1.5234375, 0.87890625, 0.0120849609375, 0.65234375, 1, 0.78125, 0.244140625, 1.9453125, 0...
0.73877
[ 0.2559832036495209, 0.7440168261528015 ]
[ 0.0009303675033152103, 0.9990696310997009 ]
[ 0.732421875, 0.267333984375 ]
[ 0.49733486771583557, 0.5026651620864868 ]
-3.936461
120
The couple is riding the motorcycle together.
The couple riding the motorcycle is obscured by extreme blurriness, with noise and distortion fragmenting their forms. Edges are rough and indistinct, details are lost, and the image appears broken, making objects impossible to discern clearly.
["clarity", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n- extreme blurriness: Visible, especially in the background and motion blur on the wheels.\n- noise: Not visible.\n- distortion fragmenting their forms: Not visible, forms are mostly inta...
{ "hpsv2_didp": 0.2802734375, "hpsv2_diop": 0.261474609375, "hpsv2_oidp": 0.3212890625, "hpsv2_oiop": 0.32373046875 }
-1
1
flux_dev
[ [ -0.18212890625, 0.17626953125 ], [ -1.6689453125, 1.669921875 ] ]
{ "image_reward_didp": 1.6708984375, "image_reward_diop": 1.306640625, "image_reward_oidp": 1.3017578125, "image_reward_oiop": 1.1943359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.9902496337890625, -4.830015659332275 ], "hpsv3_diop": [ 8.195219993591309, -4.83180570602417 ], "hpsv3_oidp": [ 8.481472969055176, -4.88...
{ "distorted": { "preds": [ 1, 0, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.53125, 0.369140625, 0.796875, 0.50390625, 0.0966796875, 0.50390625, 0.8203125, 0.359375, 1.9921875, 0.8...
0.920898
[ 0.4850441813468933, 0.5149558186531067 ]
[ 0.06176834553480148, 0.9382316470146179 ]
[ 0.91943359375, 0.08038330078125 ]
[ 0.5014247894287109, 0.49857524037361145 ]
8.19522
121
A crowd of individuals are gathering up and doing something.
A distorted, dark crowd gathers with warped, inauthentic details, evoking fear and emptiness through heavy deformation and dim, oppressive lighting, amplifying creepiness and anxiety without realism.
["detail realism", "emotion", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: distorted, dark crowd, warped, inauthentic details, evoking fear and emptiness, heavy deformation, dim, oppressive lighting, amplifying creepiness and anxiety, without realism.\n- 'distorted, dark crowd': Visible. The ...
{ "hpsv2_didp": 0.24951171875, "hpsv2_diop": 0.1719970703125, "hpsv2_oidp": 0.2841796875, "hpsv2_oiop": 0.265625 }
1
1
flux_dev
[ [ 2.017578125, -2.04296875 ], [ -3.52734375, 3.53515625 ] ]
{ "image_reward_didp": 1.40625, "image_reward_diop": -0.70556640625, "image_reward_oidp": 0.53857421875, "image_reward_oiop": -0.05120849609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.715555191040039, -5.034836769104004 ], "hpsv3_diop": [ -0.5238508582115173, -3.8254454135894775 ], "hpsv3_oidp": [ 15.00202751159668, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.08544921875, 0.78515625, 0.796875, 0.0556640625, 0.703125, 0.45703125, 0.65234375, 1.046875, 0.6015625, ...
0.2854
[ 0.10949227958917618, 0.8905077576637268 ]
[ 0.012400615960359573, 0.9875993728637695 ]
[ 0.414794921875, 0.5849609375 ]
[ 0.4976535141468048, 0.5023464560508728 ]
-0.523851
122
A man in green shirt holding a frisbee under a bridge.
A man in a green shirt holds a frisbee under a bridge, but the scene is flat and washed out—no shadows or highlights exist, lighting is uniformly dim, and the composition feels accidental, with no focal point or intentional framing, as if captured by mistake or left unfinished.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- scene is flat and washed out: Partially visible. The image has a somewhat muted color palette, but it's not entirely flat or washed out.\n- no shadows or highlights exist: Not visible. There are clear shadows under the br...
{ "hpsv2_didp": 0.32080078125, "hpsv2_diop": 0.325439453125, "hpsv2_oidp": 0.279541015625, "hpsv2_oiop": 0.274169921875 }
-1
1
flux_dev
[ [ -3.951171875, 3.96484375 ], [ -4.21484375, 4.23046875 ] ]
{ "image_reward_didp": 1.171875, "image_reward_diop": 0.95849609375, "image_reward_oidp": 1.14453125, "image_reward_oiop": 1.0224609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.51720905303955, -4.994457721710205 ], "hpsv3_diop": [ 10.8886079788208, -4.993688583374023 ], "hpsv3_oidp": [ 13.713648796081543, -4.99...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.478515625, 1.828125, 0.73046875, 0.00872802734375, 0.6953125, 1.1640625, 0.94921875, 0.37890625, 2, 0.2...
0.999512
[ 0.3786067068576813, 0.6213932633399963 ]
[ 0.43730247020721436, 0.5626975297927856 ]
[ 0.10015869140625, 0.89990234375 ]
[ 0.49848589301109314, 0.5015140771865845 ]
10.888608
123
A person looking down on some items on the ground.
A blurry, distorted image of a person looking down at scattered items on the ground, evoking sadness and anxiety through ugly, clashing colors and a sense of emptiness, with noise and lack of design amplifying its unsettling, unfinished feel.
["clarity", "emotion", "richness", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Blurry: Visible, the background and parts of the foreground are out of focus.\n- Distorted image: Not significantly visible beyond blurriness.\n- Evoking sadness: Subject's posture and overall mood suggest sadness.\n- Anxiety: Less clear than sadnes...
{ "hpsv2_didp": 0.24755859375, "hpsv2_diop": 0.2059326171875, "hpsv2_oidp": 0.20751953125, "hpsv2_oiop": 0.239501953125 }
1
1
flux_dev
[ [ 1.037109375, -1.048828125 ], [ -2.5078125, 2.51171875 ] ]
{ "image_reward_didp": 1.7431640625, "image_reward_diop": 1.8623046875, "image_reward_oidp": 0.72265625, "image_reward_oiop": 1.69140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.060511589050293, -5.067947864532471 ], "hpsv3_diop": [ 9.98115062713623, -4.976985931396484 ], "hpsv3_oidp": [ 12.933345794677734, -5.0...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 1, 1, 0, 1, 0, 1 ], "scores": [ 0.06884765625, 0.5625, 0.8203125, 0.107421875, 0.609375, 0.7578125, 0.7109375, 0.058349609375, 1.359375, ...
0.737793
[ 0.052384406328201294, 0.9476156234741211 ]
[ 0.45187869668006897, 0.5481213331222534 ]
[ 0.0204925537109375, 0.9794921875 ]
[ 0.49684247374534607, 0.5031574368476868 ]
9.981151
124
A young man preparing food in a kitchen.
A dimly lit kitchen where a young man cooking is barely visible, lost in shadow; cluttered, mismatched utensils and warped countertops create visual chaos; background is a grimy, undefined blur; no focal point, everything blends into gloom, making the scene feel disjointed and aesthetically jarring.
["object pairing", "color brightness", "main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - Dimly lit kitchen: Visible.\n - Young man cooking barely visible, lost in shadow: Visible.\n - Cluttered, mismatched utensils: Visible.\n - Warped countertops: Not clearly visible as warped, but appear dirty/w...
{ "hpsv2_didp": 0.24951171875, "hpsv2_diop": 0.2166748046875, "hpsv2_oidp": 0.297607421875, "hpsv2_oiop": 0.3134765625 }
1
1
flux_dev
[ [ 0.369140625, -0.37548828125 ], [ -1.73046875, 1.734375 ] ]
{ "image_reward_didp": 1.369140625, "image_reward_diop": 0.54345703125, "image_reward_oidp": 0.455322265625, "image_reward_oiop": 1.11328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.216632843017578, -5.025259494781494 ], "hpsv3_diop": [ 6.132961273193359, -4.474586486816406 ], "hpsv3_oidp": [ 13.58161449432373, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.10546875, 1.5078125, 0.59765625, 0.02099609375, 0.416015625, 0.90625, 0.8671875, 0.6640625, 1.984375, 0...
0.697266
[ 0.09588898718357086, 0.9041110277175903 ]
[ 0.00006198236951604486, 0.9999380111694336 ]
[ 0.8291015625, 0.1710205078125 ]
[ 0.4977268874645233, 0.5022732019424438 ]
6.132961
125
A group of people eating food at a table.
A group of people eating food at a table, rendered with heavy blur and noise distortion, making details indistinct; the background is low-quality, either absent or visually unappealing, emphasizing the image’s degraded clarity.
["clarity", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- heavy blur: Not present.\n- noise distortion: Not present.\n- details indistinct: Not present.\n- background is low-quality: Not present.\n- background either absent or visually unappealing: Not pr...
{ "hpsv2_didp": 0.301025390625, "hpsv2_diop": 0.292236328125, "hpsv2_oidp": 0.301025390625, "hpsv2_oiop": 0.304443359375 }
-1
1
flux_dev
[ [ 0.4296875, -0.435546875 ], [ -0.1307373046875, 0.1273193359375 ] ]
{ "image_reward_didp": 1.28515625, "image_reward_diop": 1.142578125, "image_reward_oidp": 1.419921875, "image_reward_oiop": 1.2421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.212738037109375, -5.049493789672852 ], "hpsv3_diop": [ 12.345270156860352, -5.069453239440918 ], "hpsv3_oidp": [ 13.544713020324707, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.255859375, 1.96875, 0.79296875, 0.466796875, 0.80859375, 1.03125, 1.703125, 0.181640625, 1.53125, 0.312...
0.491455
[ 0.4056703746318817, 0.5943296551704407 ]
[ 0.2314716875553131, 0.7685283422470093 ]
[ 0.359375, 0.640625 ]
[ 0.5013455748558044, 0.49865445494651794 ]
12.34527
126
A city street at night with the buildings lit up.
A city street at night with buildings lit up, but all light and shadow are absent—no contrast, no depth. Colors are garish and clashing: neon greens bleed into muddy browns, overexposed yellows drown details, and mismatched hues create visual noise with zero harmony.
["lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - all light and shadow are absent—no contrast, no depth: Partially visible. There is still some contrast and depth, but the lighting is flat in areas.\n - Colors are garish and clashing: Visible. The neon greens an...
{ "hpsv2_didp": 0.28564453125, "hpsv2_diop": 0.268310546875, "hpsv2_oidp": 0.233154296875, "hpsv2_oiop": 0.25634765625 }
1
1
flux_dev
[ [ 0.90576171875, -0.92333984375 ], [ -2.185546875, 2.177734375 ] ]
{ "image_reward_didp": 1.2861328125, "image_reward_diop": 0.89892578125, "image_reward_oidp": 0.72509765625, "image_reward_oiop": 0.61572265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.626556396484375, -5.016646862030029 ], "hpsv3_diop": [ 10.51674747467041, -5.002926826477051 ], "hpsv3_oidp": [ 11.654052734375, -5.030...
{ "distorted": { "preds": [ 0, 2, 0, 0, 1, 1, 0, 0, 2, 0, 2 ], "scores": [ 0.1044921875, 1.2890625, 0.4453125, 0.3984375, 0.546875, 1.21875, 0.419921875, 0.072265625, 1.453125, 0.5...
0.703125
[ 0.41686853766441345, 0.5831314921379089 ]
[ 0.13323120772838593, 0.8667688369750977 ]
[ 0.017852783203125, 0.98193359375 ]
[ 0.498454213142395, 0.501545786857605 ]
10.516747
127
A team of baseball players celebrate during a game.
A team of baseball players celebrate during a game, shrouded in deep darkness with no visible light or shadows, creating a flat, uniformly dim appearance devoid of contrast or illumination.
["color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- shrouded in deep darkness: Partially visible, the image is dark but not 'deep darkness' everywhere.\n- no visible light: Not visible, there is a clear light source.\n- no visible shadows: Not ...
{ "hpsv2_didp": 0.2685546875, "hpsv2_diop": 0.2135009765625, "hpsv2_oidp": 0.317626953125, "hpsv2_oiop": 0.333740234375 }
-1
1
flux_dev
[ [ 1.4208984375, -1.44140625 ], [ -3.96875, 3.98046875 ] ]
{ "image_reward_didp": 1.00390625, "image_reward_diop": 0.0601806640625, "image_reward_oidp": -0.060546875, "image_reward_oiop": 1.1298828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.569415092468262, -5.039350986480713 ], "hpsv3_diop": [ 7.656069755554199, -4.767991065979004 ], "hpsv3_oidp": [ 14.245649337768555, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.20703125, 1.8203125, 0.8359375, 0.150390625, 0.1083984375, 0.6484375, 0.91796875, 0.671875, 1.703125, 0...
0.9375
[ 0.18820038437843323, 0.8117996454238892 ]
[ 0.0000027459211651148507, 0.9999972581863403 ]
[ 0.167724609375, 0.83203125 ]
[ 0.4966462254524231, 0.5033537149429321 ]
7.65607
128
a person petting a cat while chatting on Skype.
A person pets a distorted cat while chatting on Skype, under flat, shadowless lighting. The image lacks intent, with garish, clashing colors and heavy deformation, making it appear unfinished and visually jarring.
["lighting distinction", "richness", "color aesthetic", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted cat: Not visible. The cat appears normal.\n- flat, shadowless lighting: Partially visible. There are some shadows, but the lighting is somewhat flat.\n- lacks intent: Subjective and n...
{ "hpsv2_didp": 0.313232421875, "hpsv2_diop": 0.292724609375, "hpsv2_oidp": 0.322265625, "hpsv2_oiop": 0.33544921875 }
-1
1
flux_dev
[ [ -2.15625, 2.14453125 ], [ -2.5078125, 2.498046875 ] ]
{ "image_reward_didp": 1.1884765625, "image_reward_diop": 1.5419921875, "image_reward_oidp": 0.98876953125, "image_reward_oiop": 1.615234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.467318534851074, -4.905168056488037 ], "hpsv3_diop": [ 6.511455535888672, -4.553646087646484 ], "hpsv3_oidp": [ 12.092513084411621, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 1, 2, 1, 1 ], "scores": [ 0.10888671875, 1.875, 0.953125, 0.000308990478515625, 0.408203125, 1.296875, 1.953125, 1, 2, 0.77734375, ...
0.998535
[ 0.542472779750824, 0.4575272500514984 ]
[ 0.2680891454219818, 0.7319108247756958 ]
[ 0.2147216796875, 0.78515625 ]
[ 0.49911466240882874, 0.5008853673934937 ]
6.511456
129
A long train made out of cake and candy parts
A dark, eerie train crafted from decaying cake and sticky candy, its twisted parts oozing with gloom. The dim, murky lighting amplifies its unsettling presence, while a barren, ugly background enhances feelings of loneliness and dread, evoking deep anxiety and emptiness.
["emotion", "color brightness", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dark, eerie train: Visible.\n- crafted from decaying cake and sticky candy: Not visible; the train appears metallic and bloody, not cake/candy.\n- twisted parts oozing with gloom: 'Oozing with ...
{ "hpsv2_didp": 0.327880859375, "hpsv2_diop": 0.2269287109375, "hpsv2_oidp": 0.28125, "hpsv2_oiop": 0.32177734375 }
1
1
flux_dev
[ [ 1.392578125, -1.41015625 ], [ -1.1572265625, 1.154296875 ] ]
{ "image_reward_didp": 0.363525390625, "image_reward_diop": -1.3388671875, "image_reward_oidp": 0.0743408203125, "image_reward_oiop": 1.44921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.393132209777832, -5.047900199890137 ], "hpsv3_diop": [ 5.007875442504883, -4.262298107147217 ], "hpsv3_oidp": [ 10.993696212768555, -5....
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 2, 0, 0, 2, 0, 1 ], "scores": [ 0.5625, 0.9296875, 0.65234375, 0.08251953125, 0.71484375, 1.3828125, 0.625, 0.166015625, 2, 0.07177734375...
0.998535
[ 0.03264360874891281, 0.9673563838005066 ]
[ 0.34084975719451904, 0.659150242805481 ]
[ 0.267333984375, 0.732421875 ]
[ 0.4958746135234833, 0.5041253566741943 ]
5.007875
130
A young woman sitting at her computer talking on a phone.
A young woman sits at a dim, murky desk, her face blurred into smudged shadows, phone melting into her ear, keyboard warped like wet clay, screen glowing faintly but illegible—everything drowned in gloom, edges dissolving, no clear purpose, just hollow, distorted shapes in near-black silence.
["richness", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dim, murky desk: Visible. The desk is dark and not clearly lit.\n- face blurred into smudged shadows: Not visible. The face is clear, though partially shadowed.\n- phone melting into her ear: Not visible. The phone is...
{ "hpsv2_didp": 0.272705078125, "hpsv2_diop": 0.2447509765625, "hpsv2_oidp": 0.27978515625, "hpsv2_oiop": 0.331787109375 }
1
1
flux_dev
[ [ 1.24609375, -1.271484375 ], [ -3.29296875, 3.298828125 ] ]
{ "image_reward_didp": -0.6982421875, "image_reward_diop": 0.259521484375, "image_reward_oidp": -0.841796875, "image_reward_oiop": 1.0341796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.0693998336792, -5.043234825134277 ], "hpsv3_diop": [ 8.634809494018555, -4.874007701873779 ], "hpsv3_oidp": [ 15.052081108093262, -4.89...
{ "distorted": { "preds": [ 0, 0, 0, 0, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.0023193359375, 0.90234375, 0.376953125, 0.0245361328125, 0.3828125, 0.8984375, 0.28125, 0.03173828125, 1.9843...
0.992188
[ 0.23275572061538696, 0.767244279384613 ]
[ 0.002925962209701538, 0.9970740079879761 ]
[ 0.352294921875, 0.64794921875 ]
[ 0.49810853600502014, 0.501891553401947 ]
8.634809
131
A boy sitting on a chair by a half eaten hot dog
A boy slumps on a chair beside a greasy, half-eaten hot dog; the scene drowns in clashing neon greens and sickly yellows, overexposed to nausea, with muddy shadows and no composition—evoking loneliness and unease through its jarring, unfinished, emotionally hollow chaos.
["color aesthetic", "richness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- slumps on a chair: Visible, the boy is slumped.\n- greasy, half-eaten hot dog: The hot dog is present, but not clearly greasy or half-eaten.\n- clashing neon greens and sickly yellows: Visible, strong green and yellow hue...
{ "hpsv2_didp": 0.267578125, "hpsv2_diop": 0.197021484375, "hpsv2_oidp": 0.29833984375, "hpsv2_oiop": 0.3017578125 }
1
1
flux_dev
[ [ 0.4462890625, -0.4677734375 ], [ -1.6259765625, 1.62109375 ] ]
{ "image_reward_didp": -1.75390625, "image_reward_diop": -2.119140625, "image_reward_oidp": -0.88720703125, "image_reward_oiop": 1.2412109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.952950477600098, -5.034478187561035 ], "hpsv3_diop": [ 3.8610384464263916, -4.08201265335083 ], "hpsv3_oidp": [ 11.564411163330078, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.185546875, 1.59375, 0.65234375, 0.0771484375, 0.66796875, 1.1015625, 0.828125, 0.380859375, 1.9921875, ...
0.99707
[ 0.2236495018005371, 0.7763504385948181 ]
[ 0.04871518164873123, 0.9512847661972046 ]
[ 0.0726318359375, 0.92724609375 ]
[ 0.5018409490585327, 0.4981590211391449 ]
3.861038
132
A boat travels in a canal with a bridge in the background.
A boat travels in a canal with a bridge in the background, but the boat’s hull merges into jagged pixelated edges, the bridge’s arches are misaligned and broken, the water texture is blotchy and undefined, and the background is a flat, muddy gray void with no depth or detail, making the entire scene feel fragmented and...
["object pairing", "detail refinement", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- List the main visual effects mentioned in the distorted prompt:\n - boat’s hull merges into jagged pixelated edges\n - bridge’s arches are misaligned and broken\n - water texture is blotchy and undefined\n - background is a flat, muddy gray voi...
{ "hpsv2_didp": 0.28662109375, "hpsv2_diop": 0.2646484375, "hpsv2_oidp": 0.308349609375, "hpsv2_oiop": 0.306640625 }
-1
1
flux_dev
[ [ 0.2666015625, -0.28515625 ], [ -2.017578125, 2.015625 ] ]
{ "image_reward_didp": 0.77099609375, "image_reward_diop": 1.4267578125, "image_reward_oidp": 0.70947265625, "image_reward_oiop": 1.7607421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.729350090026855, -5.034432888031006 ], "hpsv3_diop": [ 11.8614501953125, -5.050065040588379 ], "hpsv3_oidp": [ 11.62622356414795, -5.03...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 2 ], "scores": [ 0.0537109375, 1.671875, 0.70703125, 0.283203125, 0.546875, 0.9375, 0.7421875, 0.13671875, 1.734375, 0.765...
0.994141
[ 0.25901177525520325, 0.7409882545471191 ]
[ 0.6794600486755371, 0.32054001092910767 ]
[ 0.259765625, 0.740234375 ]
[ 0.49754565954208374, 0.5024542808532715 ]
11.86145
133
A wake boarder getting major air on a very sunny day.
A wakeboarder mid-air under a dim, overcast sky, blurred motion and grainy distortion dominate, evoking unease; muted tones and shadowy haze amplify isolation and anxiety, overshadowing the action.
["color brightness", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- **Main visual effects mentioned in the distorted prompt:**\n - dim, overcast sky\n - blurred motion\n - grainy distortion\n - muted tones\n - shadowy haze\n - evoking unease\n - amplify isolation and anxiety\n\n- **Check each of these effect...
{ "hpsv2_didp": 0.2435302734375, "hpsv2_diop": 0.188232421875, "hpsv2_oidp": 0.261962890625, "hpsv2_oiop": 0.274169921875 }
1
1
flux_dev
[ [ 2.392578125, -2.404296875 ], [ -2.1015625, 2.11328125 ] ]
{ "image_reward_didp": 0.75439453125, "image_reward_diop": -1.4716796875, "image_reward_oidp": -0.8271484375, "image_reward_oiop": -0.0216827392578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.794527053833008, -4.967805862426758 ], "hpsv3_diop": [ 3.4589178562164307, -4.0622477531433105 ], "hpsv3_oidp": [ 10.336922645568848, -4...
{ "distorted": { "preds": [ 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.224609375, 0.1259765625, 0.376953125, 0.2470703125, 0.0211181640625, 0.279296875, 0.7578125, 0.359375, 1.8359...
0.152954
[ 0.2916802167892456, 0.7083197236061096 ]
[ 0.002154477871954441, 0.9978455305099487 ]
[ 0.1778564453125, 0.822265625 ]
[ 0.4984073340892792, 0.5015926361083984 ]
3.458918
134
a row of yellow daffodils in glass vases sitting on a shelf
A row of yellow daffodils in glass vases on a shelf, rendered with heavy blur and noise, lacking light and shadow, creating a flat, indistinct, and distorted visual with no depth or clarity.
["lighting distinction", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. heavy blur: Visible.\n2. noise: Not visible.\n3. lacking light and shadow: Visible.\n4. flat: Visible.\n5. indistinct: Visible.\n6. distorted visual: Visible.\n7. no depth: Visible.\n8. no cla...
{ "hpsv2_didp": 0.314453125, "hpsv2_diop": 0.299072265625, "hpsv2_oidp": 0.3544921875, "hpsv2_oiop": 0.35546875 }
1
1
flux_dev
[ [ -4.02734375, 4.03125 ], [ -4.68359375, 4.69140625 ] ]
{ "image_reward_didp": 1.4287109375, "image_reward_diop": 1.578125, "image_reward_oidp": 1.6689453125, "image_reward_oiop": 1.732421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.9711480140686035, -4.831982135772705 ], "hpsv3_diop": [ -1.2495261430740356, -3.839787244796753 ], "hpsv3_oidp": [ 14.663459777832031, -...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.03271484375, 0.041259765625, 0.96875, 0.1455078125, 0.68359375, 0.1552734375, 0.953125, 0.09521484375, 1.2343...
1
[ 0.8208578824996948, 0.1791420429944992 ]
[ 0.0034757854882627726, 0.9965241551399231 ]
[ 0.6494140625, 0.350341796875 ]
[ 0.5021576881408691, 0.49784231185913086 ]
-1.249526
135
a man that is on talking on his cell phone
A man talks on a cell phone, his face blurred and distorted with heavy noise, edges melting unnaturally, evoking creepiness and anxiety through inauthentic, inconsistent realism despite scaling.
["detail realism", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- face blurred: Not visible.\n- distorted with heavy noise: Not visible.\n- edges melting unnaturally: Not visible.\n- evoking creepiness and anxiety: Not visible.\n- inauthentic, inconsistent realism: Not visible.\n\n...
{ "hpsv2_didp": 0.29736328125, "hpsv2_diop": 0.3056640625, "hpsv2_oidp": 0.298828125, "hpsv2_oiop": 0.322265625 }
-1
1
flux_dev
[ [ 1.029296875, -1.048828125 ], [ 0.192626953125, -0.206787109375 ] ]
{ "image_reward_didp": 1.087890625, "image_reward_diop": 1.8115234375, "image_reward_oidp": 1.400390625, "image_reward_oiop": 1.8212890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.858433723449707, -4.725099563598633 ], "hpsv3_diop": [ 15.18389892578125, -4.8555755615234375 ], "hpsv3_oidp": [ 15.836255073547363, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.01043701171875, 1.8359375, 0.6953125, 0.0020599365234375, 0.44140625, 1.484375, 1.0390625, 0.6875, 2, 0...
0.639648
[ 0.5370134115219116, 0.4629865884780884 ]
[ 0.07357045263051987, 0.9264295101165771 ]
[ 0.383056640625, 0.61669921875 ]
[ 0.5008031129837036, 0.49919694662094116 ]
15.183899
136
A statue standing on a sidewalk while holding a black umbrella.
A statue on a sidewalk holding a black umbrella, rendered with heavy distortion and deformation, featuring ugly, clashing colors, overexposed highlights, and abrupt, disharmonious tones that undermine realism.
["detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Heavy distortion and deformation: Not visible.\n- Ugly, clashing colors: Not visible, colors are harmonious.\n- Overexposed highlights: Not visible.\n- Abrupt, disharmonious tones: Not visible, tones are smooth and natural.\n\nNone of the specified...
{ "hpsv2_didp": 0.2861328125, "hpsv2_diop": 0.302734375, "hpsv2_oidp": 0.2274169921875, "hpsv2_oiop": 0.26806640625 }
-1
0
flux_dev
[ [ -3.08203125, 3.083984375 ], [ -2.86328125, 2.86328125 ] ]
{ "image_reward_didp": 1.6318359375, "image_reward_diop": 1.896484375, "image_reward_oidp": 1.2578125, "image_reward_oiop": 1.7109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.450763702392578, -4.958240032196045 ], "hpsv3_diop": [ 14.602002143859863, -4.956137657165527 ], "hpsv3_oidp": [ 13.92126178741455, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.255859375, 0.7734375, 0.8203125, 0.03125, 0.1875, 1.171875, 0.56640625, 0.25, 2, 0.068359375, 1.3...
0.999023
[ 0.4020073413848877, 0.5979926586151123 ]
[ 0.8413552641868591, 0.15864476561546326 ]
[ 0.0953369140625, 0.90478515625 ]
[ 0.4988931119441986, 0.5011069178581238 ]
14.602002
137
A zebra standing under a tree on top of a dirt ground.
A zebra under a tree on dirt ground, rendered with extreme fragmentation and roughness; edges blur into chaos, textures appear broken, and proportions mismatch, making objects indiscernible and the composition discordantly disharmonious.
["detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n1. extreme fragmentation and roughness: Not visible.\n2. edges blur into chaos: Not visible.\n3. textures appear broken: Not visible.\n4. proportions mismatch: Not visible.\n5. objects indiscernible: Not visible.\n6. c...
{ "hpsv2_didp": 0.349365234375, "hpsv2_diop": 0.344970703125, "hpsv2_oidp": 0.296630859375, "hpsv2_oiop": 0.294189453125 }
-1
0
flux_dev
[ [ -1.1728515625, 1.16796875 ], [ -0.9892578125, 0.98583984375 ] ]
{ "image_reward_didp": 1.7001953125, "image_reward_diop": 1.8251953125, "image_reward_oidp": 1.3662109375, "image_reward_oiop": 1.5322265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.684727668762207, -5.027717113494873 ], "hpsv3_diop": [ 11.288863182067871, -5.030737400054932 ], "hpsv3_oidp": [ 9.439888954162598, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.130859375, 1.9296875, 0.9296875, 0.056640625, 0.53125, 1.3125, 1.4921875, 0.09619140625, 2, 0.37109375,...
0.987305
[ 0.38850292563438416, 0.6114971041679382 ]
[ 0.5877679586410522, 0.41223204135894775 ]
[ 0.1375732421875, 0.8623046875 ]
[ 0.5002858638763428, 0.4997141659259796 ]
11.288863
138
A man riding skis down a snow covered slope.
A man on skis descends a slope under dim, murky light; his limbs warp unnaturally, edges blur into voids, and the snow melts into smudged grays—evoking dread and isolation, with no clear composition, as if the scene collapsed mid-creation, leaving only hollow, distorted dread.
["color brightness", "detail realism", "emotion", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Visual effects mentioned:\n - \"dim, murky light\": Visible. The lighting is indeed dim and murky.\n - \"limbs warp unnaturally\": Not visible. The man's limbs appear normal.\n - \"edges blur into voids\": Not visible. Edges are generally clear, ...
{ "hpsv2_didp": 0.287841796875, "hpsv2_diop": 0.262939453125, "hpsv2_oidp": 0.251220703125, "hpsv2_oiop": 0.265380859375 }
1
1
flux_dev
[ [ 0.169921875, -0.1827392578125 ], [ -1.5029296875, 1.498046875 ] ]
{ "image_reward_didp": 1.4384765625, "image_reward_diop": 0.2198486328125, "image_reward_oidp": 0.83935546875, "image_reward_oiop": 0.37109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.431753158569336, -5.023571968078613 ], "hpsv3_diop": [ 10.369844436645508, -4.982048511505127 ], "hpsv3_oidp": [ 11.88037395477295, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0908203125, 0.64453125, 0.81640625, 0.01165771484375, 0.150390625, 0.8671875, 0.91796875, 1.3828125, 1.992187...
0.394775
[ 0.159260556101799, 0.8407394289970398 ]
[ 0.05860132351517677, 0.9413986802101135 ]
[ 0.0863037109375, 0.91357421875 ]
[ 0.49495404958724976, 0.505046010017395 ]
10.369844
139
A black bear with a white marking on its chest.
A black bear with a white chest marking looms in dim, oppressive darkness, its eyes glinting with hostility. The background is blurred and ugly, amplifying fear and emptiness. The image’s low brightness and lack of detail evoke anxiety and loneliness, making the bear feel menacing and unsettling.
["color brightness", "background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - black bear with a white chest marking\n - looms in dim, oppressive darkness\n - eyes glinting with hostility\n - background is blurred and ugly\n - low brightness\n - lack...
{ "hpsv2_didp": 0.2939453125, "hpsv2_diop": 0.240234375, "hpsv2_oidp": 0.241455078125, "hpsv2_oiop": 0.211181640625 }
1
1
flux_dev
[ [ -1.755859375, 1.748046875 ], [ -2.955078125, 2.95703125 ] ]
{ "image_reward_didp": 1.5380859375, "image_reward_diop": 0.54833984375, "image_reward_oidp": -0.09002685546875, "image_reward_oiop": -0.5078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.191654205322266, -4.828253269195557 ], "hpsv3_diop": [ 6.339714527130127, -4.540769100189209 ], "hpsv3_oidp": [ 4.6921305656433105, -4.1...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.018310546875, 0.55078125, 0.77734375, 0.01123046875, 0.53515625, 1.125, 0.7578125, 0.8515625, 2, 0.2031...
0.858398
[ 0.08962471038103104, 0.9103753566741943 ]
[ 0.0047594718635082245, 0.9952405691146851 ]
[ 0.0233306884765625, 0.9765625 ]
[ 0.4934467375278473, 0.5065532326698303 ]
6.339715
140
a mixer machine sitting on a white top
A dark, poorly lit mixer machine sits on a white top, with no shadows or light effects, surrounded by a low-quality, ugly background, creating a disharmonious, chaotic composition lacking aesthetic balance.
["color brightness", "background", "lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- dark, poorly lit: The image is dark and poorly lit.\n- no shadows or light effects: There are shadows and light effects present.\n- low-quality, ugly background: The background is low-quality and ugly.\n- disharmonious, c...
{ "hpsv2_didp": 0.243896484375, "hpsv2_diop": 0.226318359375, "hpsv2_oidp": 0.2110595703125, "hpsv2_oiop": 0.26708984375 }
1
1
flux_dev
[ [ -2.197265625, 2.1953125 ], [ -3.6640625, 3.673828125 ] ]
{ "image_reward_didp": 1.2724609375, "image_reward_diop": 1.7060546875, "image_reward_oidp": -0.04925537109375, "image_reward_oiop": 1.337890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.687875747680664, -5.043898105621338 ], "hpsv3_diop": [ 10.986417770385742, -5.051485538482666 ], "hpsv3_oidp": [ 11.01455020904541, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.013916015625, 1.8984375, 0.83984375, 0.01202392578125, 0.69140625, 1.4453125, 0.6875, 0.333984375, 2, 0...
0.966797
[ 0.1531413346529007, 0.8468586802482605 ]
[ 0.004116314463317394, 0.9958836436271667 ]
[ 0.30908203125, 0.69091796875 ]
[ 0.497918963432312, 0.502081036567688 ]
10.986418
141
A man in black wetsuit surfing on a wave on surfboard.
A man in a black wetsuit surfs on a wave, but the image is overly dark, with distorted, inauthentic details and ugly, clashing colors that lack harmony, creating an unpleasant, unrealistic aesthetic.
["color brightness", "detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- overly dark: Not present. The image is well-lit.\n- distorted, inauthentic details: Not present. Details appear realistic.\n- ugly, clashing colors: Not present. Colors are harmonious and natural.\n- lack harmony: Not pre...
{ "hpsv2_didp": 0.317138671875, "hpsv2_diop": 0.3193359375, "hpsv2_oidp": 0.325439453125, "hpsv2_oiop": 0.337646484375 }
-1
1
flux_dev
[ [ 0.54931640625, -0.56005859375 ], [ 0.0281524658203125, -0.036468505859375 ] ]
{ "image_reward_didp": 1.6591796875, "image_reward_diop": 1.5517578125, "image_reward_oidp": 1.1669921875, "image_reward_oiop": 1.3720703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.125652313232422, -5.043414115905762 ], "hpsv3_diop": [ 11.344440460205078, -5.045675277709961 ], "hpsv3_oidp": [ 12.402873992919922, -5...
{ "distorted": { "preds": [ 1, 2, 1, 1, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 1, 1.71875, 0.77734375, 0.734375, 0.12255859375, 1.1484375, 0.85546875, 0.275390625, 1.984375, 0.70703125...
0.601074
[ 0.5482389330863953, 0.4517610967159271 ]
[ 0.7959682941436768, 0.20403166115283966 ]
[ 0.59619140625, 0.403564453125 ]
[ 0.5007675290107727, 0.4992325007915497 ]
11.34444
142
A snowboarder jumping through the air and performing a trick.
A snowboarder mid-air, barely visible, surrounded by chaotic, clashing colors and random shapes, with no clear focus or design, making the scene look unfinished and visually jarring.
["richness", "object pairing", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n 1. Barely visible\n 2. Surrounded by chaotic, clashing colors\n 3. Random shapes\n 4. No clear focus or design\n 5. Unfinished and visually jarring\n\n- Check each of these effects:\n 1...
{ "hpsv2_didp": 0.310302734375, "hpsv2_diop": 0.29345703125, "hpsv2_oidp": 0.27392578125, "hpsv2_oiop": 0.303466796875 }
1
1
flux_dev
[ [ 2.078125, -2.09375 ], [ -2.41015625, 2.412109375 ] ]
{ "image_reward_didp": 1.6201171875, "image_reward_diop": 1.3857421875, "image_reward_oidp": 0.11700439453125, "image_reward_oiop": 1.3671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.397308349609375, -5.037117958068848 ], "hpsv3_diop": [ 9.576864242553711, -4.940478324890137 ], "hpsv3_oidp": [ 12.35025691986084, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0079345703125, 1.5625, 0.625, 0.421875, 0.0230712890625, 0.8671875, 0.91796875, 0.734375, 1.9921875, 0....
0.61377
[ 0.07388072460889816, 0.9261192679405212 ]
[ 0.00005098664405522868, 0.9999489784240723 ]
[ 0.11676025390625, 0.88330078125 ]
[ 0.4947333335876465, 0.5052666664123535 ]
9.576864
143
A woman sits on a bed with pillows.
A woman sits on a dimly lit bed with mismatched, disheveled pillows, evoking loneliness and unease; the dark, chaotic composition feels unfinished and emotionally unsettling, amplifying a sense of emptiness and discomfort.
["richness", "color brightness", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Dimly lit bed: Visible.\n2. Mismatched pillows: Not visible, pillows are uniform in color and style.\n3. Disheveled pillows: Visible, the pillows are not neatly arranged.\n4. Evoking loneliness: Visible, the woman's post...
{ "hpsv2_didp": 0.27783203125, "hpsv2_diop": 0.239501953125, "hpsv2_oidp": 0.28173828125, "hpsv2_oiop": 0.28125 }
1
1
flux_dev
[ [ -1.271484375, 1.2578125 ], [ -3.47265625, 3.48046875 ] ]
{ "image_reward_didp": -0.8447265625, "image_reward_diop": -1.0107421875, "image_reward_oidp": -0.114013671875, "image_reward_oiop": 0.6552734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.698439598083496, -5.047720909118652 ], "hpsv3_diop": [ 7.724844455718994, -4.787550926208496 ], "hpsv3_oidp": [ 13.333565711975098, -5....
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.65234375, 1.2734375, 0.75390625, 0.00848388671875, 0.5078125, 1.03125, 0.173828125, 0.23046875, 1.9921875, ...
0.979492
[ 0.3633388876914978, 0.636661171913147 ]
[ 0.13981473445892334, 0.8601853251457214 ]
[ 0.226806640625, 0.7734375 ]
[ 0.4996475577354431, 0.5003523826599121 ]
7.724844
144
Luggage going up a conveyor belt onto an airplane.
Luggage ascends a dim, grainy conveyor belt into a void, its edges blurred and indistinct, evoking dread and emptiness, with no discernible background, amplifying the unsettling, unfinished, and darkly oppressive atmosphere.
["richness", "color brightness", "emotion", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- 'dim': Visible. The image is dark with limited light.\n- 'grainy': Not clearly visible. The image is relatively smooth.\n- 'conveyor belt into a void': Visible. The conveyor belt appears to le...
{ "hpsv2_didp": 0.2529296875, "hpsv2_diop": 0.161376953125, "hpsv2_oidp": 0.33447265625, "hpsv2_oiop": 0.259765625 }
1
1
flux_dev
[ [ -2.18359375, 2.189453125 ], [ -2.95703125, 2.97265625 ] ]
{ "image_reward_didp": 0.84033203125, "image_reward_diop": -1.546875, "image_reward_oidp": 1.51171875, "image_reward_oiop": -0.2322998046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.576055526733398, -4.882543087005615 ], "hpsv3_diop": [ 0.44611942768096924, -3.8904523849487305 ], "hpsv3_oidp": [ 11.034985542297363, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.1875, 0.890625, 0.8671875, 0.00555419921875, 0.60546875, 0.890625, 0.8203125, 1.2890625, 1.640625, 0.20...
0.13562
[ 0.5830869674682617, 0.4169130325317383 ]
[ 0.015161027200520039, 0.9848389625549316 ]
[ 0.91943359375, 0.08038330078125 ]
[ 0.4967522919178009, 0.5032476782798767 ]
0.446119
145
It is a territory with numerous things to watch.
A dim, shadowless territory with no prominent focal point, where inconspicuous objects blend into the periphery, creating a chaotic, disharmonious composition lacking visual balance or aesthetic cohesion.
["lighting distinction", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - A dim territory: Visible, the image is dark and muted.\n - Shadowless territory: Partially visible, shadows are present but not very strong due to the dim lighting.\n - No prominent focal...
{ "hpsv2_didp": 0.1812744140625, "hpsv2_diop": 0.1322021484375, "hpsv2_oidp": 0.2100830078125, "hpsv2_oiop": 0.1956787109375 }
1
1
flux_dev
[ [ 2.328125, -2.34765625 ], [ 1.5517578125, -1.572265625 ] ]
{ "image_reward_didp": -0.80078125, "image_reward_diop": -0.78369140625, "image_reward_oidp": -0.71435546875, "image_reward_oiop": 0.03125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.059073448181152, -4.873287677764893 ], "hpsv3_diop": [ 8.507553100585938, -4.90900993347168 ], "hpsv3_oidp": [ 10.105463027954102, -5.00...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1 ], "scores": [ 0.1435546875, 0.78125, 0.81640625, 0.0079345703125, 0.6640625, 1.0234375, 0.78125, 0.259765625, 0.055419921875,...
0.237183
[ 0.292991042137146, 0.707008957862854 ]
[ 0.10131298750638962, 0.8986870050430298 ]
[ 0.1795654296875, 0.8203125 ]
[ 0.4993159770965576, 0.5006840229034424 ]
8.507553
146
A red motorcycle parked next to a blue VW bug.
A red motorcycle and blue VW bug appear fragmented, with garish, clashing colors and overexposed patches. The background is nonexistent, leaving jagged, rough edges. Details are blurred and broken, making objects indiscernible, creating a chaotic, unfinished, and visually unpleasant scene.
["richness", "color aesthetic", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented, garish/clashing colors, overexposed patches, nonexistent background, jagged/rough edges, blurred/broken details, indiscernible objects, chaotic, unfinished, visually unpleasant.\n- Fragmented: No, the cars ...
{ "hpsv2_didp": 0.29443359375, "hpsv2_diop": 0.276123046875, "hpsv2_oidp": 0.320068359375, "hpsv2_oiop": 0.333251953125 }
-1
0
flux_dev
[ [ -3.015625, 3.01953125 ], [ -0.6181640625, 0.607421875 ] ]
{ "image_reward_didp": -0.6416015625, "image_reward_diop": -1.6142578125, "image_reward_oidp": 1.58984375, "image_reward_oiop": 1.833984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.113598823547363, -5.032565593719482 ], "hpsv3_diop": [ 7.509825706481934, -4.745517730712891 ], "hpsv3_oidp": [ 12.045473098754883, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.263671875, 1.90625, 0.9453125, 0.734375, 0.65234375, 1.1015625, 1.1484375, 0.38671875, 1.9921875, 0.033...
1
[ 0.511062741279602, 0.48893728852272034 ]
[ 0.6382008790969849, 0.36179909110069275 ]
[ 0.7373046875, 0.262939453125 ]
[ 0.5009300112724304, 0.49907001852989197 ]
7.509826
147
A person brushing their teeth with a tooth brush.
A blurry, distorted image of a person brushing teeth, with no shadows or lighting effects, evoking unease and emptiness, appearing random and unfinished, amplifying feelings of anxiety and isolation.
["clarity", "lighting distinction", "emotion", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: blurry, distorted, no shadows or lighting effects, evoking unease and emptiness, appearing random and unfinished, amplifying feelings of anxiety and isolation.\n- Checking effects visibility:\n - Blurry: Visible.\n -...
{ "hpsv2_didp": 0.264404296875, "hpsv2_diop": 0.20654296875, "hpsv2_oidp": 0.269775390625, "hpsv2_oiop": 0.257568359375 }
1
1
flux_dev
[ [ 3.1796875, -3.212890625 ], [ -2.181640625, 2.18359375 ] ]
{ "image_reward_didp": 0.1917724609375, "image_reward_diop": 0.20947265625, "image_reward_oidp": -0.468994140625, "image_reward_oiop": 0.75439453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.786388397216797, -5.014827251434326 ], "hpsv3_diop": [ 7.399257659912109, -4.7105536460876465 ], "hpsv3_oidp": [ 11.230415344238281, -5...
{ "distorted": { "preds": [ 0, 2, 0, 0, 1, 0, 2, 0, 2, 1, 1 ], "scores": [ 0.09521484375, 1.3046875, 0.470703125, 0.00041961669921875, 0.60546875, 0.30078125, 1.734375, 0.298828125, 1.99...
0.656738
[ 0.301734060049057, 0.6982659101486206 ]
[ 0.00002060682891169563, 0.9999793767929077 ]
[ 0.62255859375, 0.37744140625 ]
[ 0.49875882267951965, 0.5012412071228027 ]
7.399258
148
a yellow train is driving down some tracks
A yellow train on tracks appears fragmented and broken, with rough, indiscernible details. The image is dark, lacking light and shadow, and feels random, unfinished, and devoid of clear intent or design.
["detail refinement", "richness", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented and broken, rough, indiscernible details, dark, lacking light and shadow, random, unfinished, devoid of clear intent or design.\n- 'fragmented and broken': Clearly visible as a large crack down the middle o...
{ "hpsv2_didp": 0.326904296875, "hpsv2_diop": 0.283203125, "hpsv2_oidp": 0.32373046875, "hpsv2_oiop": 0.31884765625 }
1
1
flux_dev
[ [ 1.716796875, -1.736328125 ], [ -1.9345703125, 1.935546875 ] ]
{ "image_reward_didp": 0.179443359375, "image_reward_diop": -0.43603515625, "image_reward_oidp": 0.7890625, "image_reward_oiop": 1.193359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.8379545211792, -5.043313026428223 ], "hpsv3_diop": [ 8.986692428588867, -4.916831970214844 ], "hpsv3_oidp": [ 14.521997451782227, -4.96...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.384765625, 1.6953125, 0.87890625, 0.0810546875, 0.73828125, 1.328125, 0.94921875, 0.2216796875, 1.9921875, ...
0.583984
[ 0.1331893503665924, 0.86681067943573 ]
[ 0.0008840224472805858, 0.9991160035133362 ]
[ 0.042388916015625, 0.95751953125 ]
[ 0.49449992179870605, 0.5055001378059387 ]
8.986692
149
A young baby riding skis on top of a snow covered slope.
A fragmented, broken image where no main object is visible—baby, skis, or slope are indiscernible; pixels are violently scattered, edges dissolve into noise, textures are aggressively rough and unfinished, rendering the scene completely indecipherable and devoid of intentional design.
["main object", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, broken image: Not visible. The image is coherent.\n- no main object is visible: Not visible. The baby, skis, and slope are clearly visible.\n- baby, skis, or slope are indiscernibl...
{ "hpsv2_didp": 0.2861328125, "hpsv2_diop": 0.2493896484375, "hpsv2_oidp": 0.28076171875, "hpsv2_oiop": 0.308349609375 }
-1
1
flux_dev
[ [ -0.78662109375, 0.78857421875 ], [ -1.103515625, 1.1015625 ] ]
{ "image_reward_didp": 0.5673828125, "image_reward_diop": -0.60546875, "image_reward_oidp": 1.4794921875, "image_reward_oiop": 1.1474609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.64322566986084, -4.923089981079102 ], "hpsv3_diop": [ 11.808682441711426, -5.034271717071533 ], "hpsv3_oidp": [ 9.408073425292969, -4.99...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0179443359375, 1.0546875, 0.796875, 0.138671875, 0.416015625, 0.76171875, 0.79296875, 0.66015625, 1.9921875, ...
0.966797
[ 0.21627166867256165, 0.7837283611297607 ]
[ 0.0003086651267949492, 0.999691367149353 ]
[ 0.455078125, 0.544921875 ]
[ 0.496692955493927, 0.503307044506073 ]
11.808682
150
A large gray elephant walking through a marsh.
A large gray elephant walks through a marsh, but the image is dominated by garish, clashing colors—muddy greens, sickly yellows, and oversaturated grays—rendering the scene visually jarring. The elephant is small and lost in the frame, barely visible. Overall darkness smothers detail, while pixelation and fragmentation...
["color aesthetic", "main object", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: garish, clashing colors (muddy greens, sickly yellows, oversaturated grays), visually jarring, elephant small and lost, barely visible, overall darkness smothers detail, pixelation, fragmentation, textures rough, obje...
{ "hpsv2_didp": 0.32666015625, "hpsv2_diop": 0.329345703125, "hpsv2_oidp": 0.322021484375, "hpsv2_oiop": 0.338623046875 }
-1
1
flux_dev
[ [ -1.1494140625, 1.14453125 ], [ -2.251953125, 2.25390625 ] ]
{ "image_reward_didp": 0.456787109375, "image_reward_diop": 1.1669921875, "image_reward_oidp": -0.12841796875, "image_reward_oiop": 1.2578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.845808982849121, -5.044679164886475 ], "hpsv3_diop": [ 13.811039924621582, -5.022799491882324 ], "hpsv3_oidp": [ 11.037595748901367, -5...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.0927734375, 1.09375, 0.796875, 0.70703125, 0.54296875, 1.3046875, 0.953125, 0.05810546875, 2, 0.78125, ...
0.972656
[ 0.4084477424621582, 0.5915522575378418 ]
[ 0.3991646468639374, 0.600835382938385 ]
[ 0.1329345703125, 0.8671875 ]
[ 0.4975983500480652, 0.5024017095565796 ]
13.81104
151
A group of sheep being led around the water.
A group of sheep being led around water, rendered with extreme fragmentation and roughness; edges are jagged, textures blurred, and details indiscernible, creating an indecipherable, broken image with no coherent background.
["detail refinement", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: extreme fragmentation, roughness, jagged edges, blurred textures, indiscernible details, indecipherable image, broken image, no coherent background.\n- Extreme fragmentation: Not visible.\n- Roughness: Not visible.\n- Jagged...
{ "hpsv2_didp": 0.349853515625, "hpsv2_diop": 0.337646484375, "hpsv2_oidp": 0.355712890625, "hpsv2_oiop": 0.350830078125 }
-1
1
flux_dev
[ [ -2.16015625, 2.16015625 ], [ -3.95703125, 3.96875 ] ]
{ "image_reward_didp": 1.779296875, "image_reward_diop": 1.578125, "image_reward_oidp": 1.708984375, "image_reward_oiop": 1.4794921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.553468704223633, -5.04559326171875 ], "hpsv3_diop": [ 14.11191463470459, -5.002753734588623 ], "hpsv3_oidp": [ 12.593165397644043, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.015869140625, 1.578125, 0.62109375, 0.5625, 0.490234375, 1.03125, 0.85546875, 0.25, 1.9921875, 0.441406...
0.972656
[ 0.45945459604263306, 0.5405454039573669 ]
[ 0.6361725330352783, 0.3638274371623993 ]
[ 0.68408203125, 0.315673828125 ]
[ 0.4982703626155853, 0.5017296075820923 ]
14.111915
152
This giraffe is the grass he is an adult giraffe
An adult giraffe stands in a garish, oversaturated scene with clashing neon greens and muddy browns; the background is a flat, pixelated gray void; colors are jarringly mismatched, overexposed in patches, and lack harmony, making the entire image visually unpleasant and low-quality.
["color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- garish, oversaturated scene: Partially visible. The colors are vibrant but not extremely oversaturated or garish.\n- clashing neon greens and muddy browns: Partially visible. The green is bright, but not neon. The gr...
{ "hpsv2_didp": 0.30078125, "hpsv2_diop": 0.2822265625, "hpsv2_oidp": 0.28076171875, "hpsv2_oiop": 0.306884765625 }
1
1
flux_dev
[ [ 0.685546875, -0.6953125 ], [ -2.279296875, 2.283203125 ] ]
{ "image_reward_didp": 1.408203125, "image_reward_diop": -0.12060546875, "image_reward_oidp": -0.65966796875, "image_reward_oiop": -0.218017578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.959906578063965, -5.029923439025879 ], "hpsv3_diop": [ 7.413094520568848, -4.7211151123046875 ], "hpsv3_oidp": [ 13.616025924682617, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0240478515625, 1.9765625, 0.70703125, 0.02978515625, 0.98046875, 1.203125, 1.1015625, 0.126953125, 2, 0...
0.439697
[ 0.4667501747608185, 0.5332498550415039 ]
[ 0.006269904784858227, 0.9937300682067871 ]
[ 0.11126708984375, 0.888671875 ]
[ 0.4986976683139801, 0.5013023018836975 ]
7.413095
153
A bunch of table with unbrellas outside of a building .
A dimly lit outdoor scene with tables and umbrellas outside a building, rendered in dark tones; the background is low-quality, blurred, or absent, creating an unappealing, shadowy atmosphere.
["background", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n1. Dimly lit outdoor scene: Visible.\n2. Tables and umbrellas outside a building: Visible.\n3. Rendered in dark tones: Visible.\n4. Background is low-quality, blurred, or absent: The background is mostly absent/dark, contributin...
{ "hpsv2_didp": 0.20361328125, "hpsv2_diop": 0.1317138671875, "hpsv2_oidp": 0.1339111328125, "hpsv2_oiop": 0.150634765625 }
1
1
flux_dev
[ [ 3.30859375, -3.33984375 ], [ -2.78515625, 2.7890625 ] ]
{ "image_reward_didp": 0.9892578125, "image_reward_diop": 0.260498046875, "image_reward_oidp": -2.015625, "image_reward_oiop": -1.1513671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.702702522277832, -4.794197082519531 ], "hpsv3_diop": [ -0.3223380446434021, -3.9157602787017822 ], "hpsv3_oidp": [ 6.7290263175964355, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.4140625, 0.6953125, 0.5625, 0.03857421875, 0.330078125, 0.546875, 0.734375, 0.984375, 1.015625, 0.59375...
0.033508
[ 0.005249704699963331, 0.9947503209114075 ]
[ 5.142638883626205e-7, 0.9999995231628418 ]
[ 0.0004222393035888672, 0.99951171875 ]
[ 0.493787556886673, 0.5062124729156494 ]
-0.322338
154
A stack of books with a green clock sitting on top of them.
A stack of books topped with a green clock, rendered in a noticeably blurry image with noise and distortion, creating a disharmonious composition where proportions and aesthetics clash awkwardly.
["clarity", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: noticeably blurry image, noise, distortion, disharmonious composition, proportions and aesthetics clash awkwardly.\n- 'Noticeably blurry image': Not present. The image is sharp.\n- 'Noise': Present, especially around t...
{ "hpsv2_didp": 0.338134765625, "hpsv2_diop": 0.340087890625, "hpsv2_oidp": 0.328857421875, "hpsv2_oiop": 0.335693359375 }
1
1
flux_dev
[ [ -3.931640625, 3.943359375 ], [ -3.947265625, 3.9609375 ] ]
{ "image_reward_didp": 1.8291015625, "image_reward_diop": 1.896484375, "image_reward_oidp": 1.7734375, "image_reward_oiop": 1.8759765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.321044921875, -4.957826137542725 ], "hpsv3_diop": [ 14.491397857666016, -4.958024501800537 ], "hpsv3_oidp": [ 13.414088249206543, -5.00...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.02392578125, 1.9609375, 0.90625, 0.0167236328125, 0.5703125, 1.3671875, 0.94140625, 0.189453125, 2, 0.3...
1
[ 0.4216313362121582, 0.5783686637878418 ]
[ 0.18792489171028137, 0.812075138092041 ]
[ 0.248046875, 0.751953125 ]
[ 0.49947816133499146, 0.5005217790603638 ]
14.491398
155
A microwave oven on the street among autumn leaves
A microwave oven sits awkwardly on a street amid autumn leaves, its metallic gray clashing with garish, oversaturated orange and brown hues, creating a chaotic, disharmonious scene with jarring proportions and unpleasant color choices.
["object pairing", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- sits awkwardly: The microwave is placed centrally on the street, not particularly awkwardly.\n- metallic gray clashing with garish, oversaturated orange and brown hues: The microwave is metallic gr...
{ "hpsv2_didp": 0.3017578125, "hpsv2_diop": 0.3173828125, "hpsv2_oidp": 0.300537109375, "hpsv2_oiop": 0.328857421875 }
1
1
flux_dev
[ [ -3.712890625, 3.71875 ], [ -4.28515625, 4.296875 ] ]
{ "image_reward_didp": 1.8740234375, "image_reward_diop": 1.9736328125, "image_reward_oidp": 1.73046875, "image_reward_oiop": 1.9541015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.221429824829102, -5.038670539855957 ], "hpsv3_diop": [ 10.548371315002441, -4.991939067840576 ], "hpsv3_oidp": [ 12.868572235107422, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.01141357421875, 1.4609375, 0.96875, 0.0289306640625, 0.330078125, 1.296875, 0.765625, 0.130859375, 2, 0...
1
[ 0.4559706747531891, 0.5440293550491333 ]
[ 0.9687864184379578, 0.031213661655783653 ]
[ 0.291015625, 0.708984375 ]
[ 0.5004861950874329, 0.49951380491256714 ]
10.548371
156
a little vase of flowers that are yellow in a blue vase
A dark, fragmented image with a barely visible yellow flower in a blue vase, rendered so roughly that details dissolve into jagged, broken textures, evoking unease and emptiness through its incomprehensible, hostile abstraction.
["detail refinement", "main object", "emotion", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- \"dark, fragmented image\": The image is dark, but not fragmented in the sense of being broken into pieces. It has a clear composition.\n- \"barely visible yellow flower\": The yellow flower is very clearly visible, ...
{ "hpsv2_didp": 0.3583984375, "hpsv2_diop": 0.2998046875, "hpsv2_oidp": 0.306396484375, "hpsv2_oiop": 0.345703125 }
1
1
flux_dev
[ [ 2.087890625, -2.12109375 ], [ -2.88671875, 2.888671875 ] ]
{ "image_reward_didp": 1.58203125, "image_reward_diop": 1.716796875, "image_reward_oidp": 0.5869140625, "image_reward_oiop": 1.8232421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.856810569763184, -4.996330738067627 ], "hpsv3_diop": [ 10.21080493927002, -4.968979358673096 ], "hpsv3_oidp": [ 11.904930114746094, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.03173828125, 1.9375, 0.91796875, 0.2470703125, 0.53515625, 1.40625, 0.953125, 0.04150390625, 2, 0.9375,...
0.990234
[ 0.07582128793001175, 0.9241787791252136 ]
[ 0.003690313547849655, 0.9963096976280212 ]
[ 0.048492431640625, 0.95166015625 ]
[ 0.4953951835632324, 0.5046048760414124 ]
10.210805
157
A group of young men standing outside of a subway train.
A group of young men stands outside a subway train, obscured by garish, clashing colors—neon greens and muddy browns—overexposed and fragmented, rendering faces and details indistinct, with rough, broken textures dominating the scene.
["color aesthetic", "main object", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Garish, clashing colors: The image predominantly features shades of green, which are not clashing. Score: 0\n- Neon greens: Present. Score: 1\n- Muddy browns: Present in some clothing. Score: 1\n- Overexposed: Not significantly overexposed. Score: ...
{ "hpsv2_didp": 0.337890625, "hpsv2_diop": 0.315673828125, "hpsv2_oidp": 0.3212890625, "hpsv2_oiop": 0.33251953125 }
1
1
flux_dev
[ [ -2.83984375, 2.853515625 ], [ -4.2734375, 4.29296875 ] ]
{ "image_reward_didp": 1.4501953125, "image_reward_diop": 0.6083984375, "image_reward_oidp": 0.427490234375, "image_reward_oiop": 1.125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.624052047729492, -4.7688889503479 ], "hpsv3_diop": [ 12.377607345581055, -5.063446521759033 ], "hpsv3_oidp": [ 15.258660316467285, -4.8...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0498046875, 1.859375, 0.65625, 0.228515625, 0.6953125, 1.1640625, 0.87109375, 1.1015625, 1.9921875, 0.3...
0.998535
[ 0.26259616017341614, 0.7374038100242615 ]
[ 0.0004685221065301448, 0.9995315074920654 ]
[ 0.10089111328125, 0.89892578125 ]
[ 0.4987848401069641, 0.5012151002883911 ]
12.377607
158
There is a plate of food that is packed with different foods
A plate of distorted, unrecognizable food with no shadows or lighting, evoking creepiness and emptiness; the scene feels hostile and lonely, with inauthentic details and no prominent object, amplifying anxiety and frustration.
["emotion", "main object", "detail realism", "lighting distinction"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted, unrecognizable food: The food is somewhat distorted but still recognizable as food items (e.g., potatoes, meatballs/dumplings).\n- no shadows or lighting: There are clear shadows and...
{ "hpsv2_didp": 0.256103515625, "hpsv2_diop": 0.1920166015625, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.2802734375 }
-1
1
flux_dev
[ [ 0.4501953125, -0.45703125 ], [ -0.38427734375, 0.37939453125 ] ]
{ "image_reward_didp": 0.362548828125, "image_reward_diop": -0.81982421875, "image_reward_oidp": 0.297607421875, "image_reward_oiop": 0.69287109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.001604080200195, -5.019348621368408 ], "hpsv3_diop": [ 6.022795677185059, -4.468761444091797 ], "hpsv3_oidp": [ 12.760279655456543, -5....
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.53125, 1.8046875, 0.72265625, 0.0069580078125, 0.57421875, 1.203125, 0.765625, 0.419921875, 1.9921875, ...
0.48291
[ 0.486186683177948, 0.513813316822052 ]
[ 0.06292425841093063, 0.9370757341384888 ]
[ 0.6669921875, 0.332763671875 ]
[ 0.5004369616508484, 0.4995630383491516 ]
6.022796
159
Two men standing next to each other at a bar having a drink.
Two men at a bar, barely visible, blurred into the background; faces and drinks warped, limbs stretched unnaturally, edges melting into surroundings—no focal point, all details distorted, realism shattered even at small scale, making the scene feel dreamlike and disjointed.
["main object", "detail realism"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. barely visible\n2. blurred into the background\n3. faces warped\n4. drinks warped\n5. limbs stretched unnaturally\n6. edges melting into surroundings\n7. no focal point\n8. all details distort...
{ "hpsv2_didp": 0.265380859375, "hpsv2_diop": 0.249755859375, "hpsv2_oidp": 0.32568359375, "hpsv2_oiop": 0.3251953125 }
-1
0
flux_dev
[ [ -1.82421875, 1.81640625 ], [ -0.92333984375, 0.90966796875 ] ]
{ "image_reward_didp": -0.1309814453125, "image_reward_diop": 0.310546875, "image_reward_oidp": 0.3857421875, "image_reward_oiop": 0.7021484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.714999198913574, -5.044679641723633 ], "hpsv3_diop": [ 10.247953414916992, -4.989474296569824 ], "hpsv3_oidp": [ 13.6094331741333, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 2, 2, 1, 1 ], "scores": [ 0.12255859375, 1, 0.68359375, 0.1171875, 0.330078125, 0.90625, 1, 1.515625, 1.984375, 0.73046875, 1...
0.98584
[ 0.7077448964118958, 0.29225513339042664 ]
[ 0.7470887303352356, 0.2529112696647644 ]
[ 0.9111328125, 0.08880615234375 ]
[ 0.5010308027267456, 0.49896925687789917 ]
10.247953
160
A couple of cows standing next to a building.
A dimly lit, heavily blurred image of two cows beside a building, where low brightness mutes all colors into near-black shadows, and pervasive pixel noise distorts edges into smudged, indistinct forms, obscuring fine details entirely.
["color brightness", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dimly lit, heavily blurred, low brightness mutes all colors into near-black shadows, pervasive pixel noise, distorts edges into smudged, indistinct forms, obscuring fine details entirely.\n- Dimly lit: Visible. The im...
{ "hpsv2_didp": 0.279052734375, "hpsv2_diop": 0.26416015625, "hpsv2_oidp": 0.34228515625, "hpsv2_oiop": 0.353271484375 }
-1
1
flux_dev
[ [ 1.5, -1.529296875 ], [ -3.203125, 3.201171875 ] ]
{ "image_reward_didp": 0.51513671875, "image_reward_diop": 0.324951171875, "image_reward_oidp": 0.908203125, "image_reward_oiop": 1.2939453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.499541282653809, -5.051575183868408 ], "hpsv3_diop": [ 8.175803184509277, -4.885574817657471 ], "hpsv3_oidp": [ 13.662322044372559, -5....
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.062255859375, 0.72265625, 0.70703125, 0.02001953125, 0.6015625, 1.09375, 0.88671875, 0.087890625, 1.9921875, ...
0.886719
[ 0.24085792899131775, 0.7591421008110046 ]
[ 0.0014706903602927923, 0.998529314994812 ]
[ 0.5888671875, 0.4111328125 ]
[ 0.4973137080669403, 0.5026862621307373 ]
8.175803
161
Several different colors of oriental kites and other decorations being viewed by a crowd.
A blurry scene of colorful oriental kites and decorations viewed by a crowd, marred by heavy noise and distortion, with an indistinct, low-quality background that appears ugly and undefined.
["clarity", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- blurry scene: Visible, the image has a significant blur effect.\n- heavy noise: Not clearly visible, the image does not show heavy noise.\n- distortion: Not clearly visible, the image does not show ...
{ "hpsv2_didp": 0.273681640625, "hpsv2_diop": 0.254638671875, "hpsv2_oidp": 0.2998046875, "hpsv2_oiop": 0.298828125 }
1
1
flux_dev
[ [ 0.045135498046875, -0.0550537109375 ], [ -1.615234375, 1.615234375 ] ]
{ "image_reward_didp": 1.4541015625, "image_reward_diop": 0.72265625, "image_reward_oidp": 1.609375, "image_reward_oiop": 1.4541015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.122212409973145, -5.002013206481934 ], "hpsv3_diop": [ 11.314754486083984, -5.023110389709473 ], "hpsv3_oidp": [ 14.026926040649414, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 0, 2, 0, 0, 0, 2 ], "scores": [ 0.17578125, 1.8515625, 0.68359375, 0.482421875, 0.71484375, 0.59765625, 1.8359375, 0.51171875, 0.3359375, ...
0.884766
[ 0.37515634298324585, 0.6248435974121094 ]
[ 0.3407743275165558, 0.6592256426811218 ]
[ 0.446533203125, 0.5537109375 ]
[ 0.5016553997993469, 0.49834465980529785 ]
11.314754
162
A very tall building sitting above a smaller building.
A very tall building looms over a smaller one, both rendered with jagged, fragmented edges and blotchy, clashing colors. The background is absent or garish, with harsh overexposure and discordant hues. Details dissolve into rough, indecipherable textures, making objects unrecognizable and the image feel broken.
["detail refinement", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- jagged, fragmented edges: Visible on the buildings and surrounding elements.\n- blotchy, clashing colors: Visible, especially the red and blue/grey tones.\n- background is absent or garish: The background is a plain,...
{ "hpsv2_didp": 0.233642578125, "hpsv2_diop": 0.1981201171875, "hpsv2_oidp": 0.191650390625, "hpsv2_oiop": 0.24853515625 }
1
1
flux_dev
[ [ 0.34423828125, -0.3525390625 ], [ -2.048828125, 2.048828125 ] ]
{ "image_reward_didp": 0.070556640625, "image_reward_diop": -0.873046875, "image_reward_oidp": -0.1640625, "image_reward_oiop": -0.10296630859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.218366622924805, -4.953283786773682 ], "hpsv3_diop": [ 4.888556003570557, -4.221416473388672 ], "hpsv3_oidp": [ 5.890796661376953, -4.4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.11376953125, 1.265625, 0.75390625, 0.05419921875, 0.62890625, 0.65625, 0.83984375, 0.025634765625, 2, 0...
0.490967
[ 0.14517925679683685, 0.854820728302002 ]
[ 0.0002543617447372526, 0.9997456669807434 ]
[ 0.029541015625, 0.970703125 ]
[ 0.5005480051040649, 0.49945202469825745 ]
4.888556
163
A man riding a skateboard down a busy city street.
A man riding a skateboard down a busy city street appears blurred and distorted, with chaotic proportions and mismatched elements, evoking anxiety and unease through its disharmonious, noisy composition.
["object pairing", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: blurred, distorted, chaotic proportions, mismatched elements, evoking anxiety and unease, disharmonious, noisy composition.\n- Blurred: The background and some elements are blurred, consistent with motion blur.\n- Dist...
{ "hpsv2_didp": 0.2783203125, "hpsv2_diop": 0.270263671875, "hpsv2_oidp": 0.290283203125, "hpsv2_oiop": 0.2939453125 }
1
1
flux_dev
[ [ -0.77392578125, 0.765625 ], [ -2.34765625, 2.345703125 ] ]
{ "image_reward_didp": 1.556640625, "image_reward_diop": 1.458984375, "image_reward_oidp": 1.65625, "image_reward_oiop": 1.6884765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.911519050598145, -5.025400638580322 ], "hpsv3_diop": [ 9.268379211425781, -4.903197288513184 ], "hpsv3_oidp": [ 15.016072273254395, -4....
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.1162109375, 0.9609375, 0.77734375, 0.68359375, 0.23046875, 0.6484375, 0.734375, 0.3359375, 1.9765625, 0...
0.935059
[ 0.3239659070968628, 0.6760340929031372 ]
[ 0.0629010945558548, 0.9370989203453064 ]
[ 0.7431640625, 0.2568359375 ]
[ 0.4978945255279541, 0.5021054744720459 ]
9.268379
164
A skier is shown skiing in a stock photo.
A skier skiing in a stock photo, rendered with heavy blur and noise distortion, creating a chaotic, unfinished appearance with no clear intent or design, emphasizing randomness and visual degradation.
["clarity", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt requested the following effects:\n- heavy blur: Not visible.\n- noise distortion: Not visible.\n- chaotic, unfinished appearance: Not visible.\n- no clear intent or design: Not visible.\n- emphasizing randomness: Not visible.\n- ...
{ "hpsv2_didp": 0.327880859375, "hpsv2_diop": 0.30322265625, "hpsv2_oidp": 0.28662109375, "hpsv2_oiop": 0.28271484375 }
-1
1
flux_dev
[ [ 0.98876953125, -1.00390625 ], [ 0.5029296875, -0.517578125 ] ]
{ "image_reward_didp": 1.431640625, "image_reward_diop": 1.171875, "image_reward_oidp": 0.9375, "image_reward_oiop": 0.74853515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 15.228714942932129, -4.871427059173584 ], "hpsv3_diop": [ 15.585484504699707, -4.793612003326416 ], "hpsv3_oidp": [ 14.602439880371094, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0147705078125, 1.4375, 0.859375, 0.0224609375, 0.1494140625, 1.328125, 0.828125, 0.2197265625, 2, 0.203...
0.42749
[ 0.2529127299785614, 0.7470872402191162 ]
[ 0.3086015284061432, 0.6913985013961792 ]
[ 0.184814453125, 0.8154296875 ]
[ 0.49837300181388855, 0.5016270875930786 ]
15.585485
165
Woman showing facial expression while holding cell phone.
A woman holds a cell phone, her face twisted in sadness and anxiety, eyes hollow and distant. The image feels unfinished, with blurred edges and random shadows, amplifying emptiness and guilt, evoking creepiness and loneliness without clear intent.
["emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- face twisted in sadness and anxiety: Visible. The woman's expression clearly conveys anxiety and distress.\n- eyes hollow and distant: Visible. Her eyes appear wide and somewhat vacant, contributing to the anxious look.\n...
{ "hpsv2_didp": 0.318115234375, "hpsv2_diop": 0.275146484375, "hpsv2_oidp": 0.306396484375, "hpsv2_oiop": 0.29638671875 }
1
1
flux_dev
[ [ -0.759765625, 0.74853515625 ], [ -2.69140625, 2.697265625 ] ]
{ "image_reward_didp": 1.587890625, "image_reward_diop": 1.208984375, "image_reward_oidp": 0.7392578125, "image_reward_oiop": 0.89501953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.114827156066895, -5.031949043273926 ], "hpsv3_diop": [ 9.332910537719727, -4.9509758949279785 ], "hpsv3_oidp": [ 11.62683391571045, -5....
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 0, 0, 2, 1, 1 ], "scores": [ 0.59375, 1.53125, 0.89453125, 0.0284423828125, 0.47265625, 0.921875, 0.328125, 0.59765625, 2, 0.60546875,...
0.91748
[ 0.3117099702358246, 0.6882900595664978 ]
[ 0.006273316685110331, 0.9937266111373901 ]
[ 0.1268310546875, 0.873046875 ]
[ 0.49788376688957214, 0.5021162033081055 ]
9.332911
166
A man examines an electronic device standing by a table.
A man examines a distorted, glitchy electronic device beside a table; colors clash harshly, background is blurred and ugly, main object is tiny and peripheral, realism is broken with heavy deformation even when scaled.
["detail realism", "main object", "color aesthetic", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- 'distorted, glitchy electronic device': The electronic device shows a glitchy screen. This is visible.\n- 'colors clash harshly': The colors in the background and on the wall are somewhat muted, not harshly clashing. This is not visible.\n- 'backgro...
{ "hpsv2_didp": 0.315185546875, "hpsv2_diop": 0.2890625, "hpsv2_oidp": 0.26123046875, "hpsv2_oiop": 0.285888671875 }
1
1
flux_dev
[ [ 3.884765625, -3.919921875 ], [ -2.55859375, 2.556640625 ] ]
{ "image_reward_didp": 1.625, "image_reward_diop": 1.1982421875, "image_reward_oidp": -0.4990234375, "image_reward_oiop": -0.4306640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.617996215820312, -4.947818756103516 ], "hpsv3_diop": [ 11.763556480407715, -5.056875705718994 ], "hpsv3_oidp": [ 13.766902923583984, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.029296875, 1.75, 0.87109375, 0.007354736328125, 0.5078125, 1.3203125, 0.734375, 0.130859375, 1.9921875, ...
0.002689
[ 0.132667675614357, 0.8673322796821594 ]
[ 0.00002050720104307402, 0.9999794960021973 ]
[ 0.2451171875, 0.7548828125 ]
[ 0.49812835454940796, 0.501871645450592 ]
11.763556
167
Two girls in grey sweaters holding sign and cake.
Two girls in grey sweaters hold a sign and cake, but the image is fragmented—edges blur into static, textures appear pixelated and torn, lighting is dimly crushed into near-black, and objects clash in warped scale, making the scene feel broken, rough, and visually discordant.
["object pairing", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - fragmented edges blur into static: Not visible.\n - textures appear pixelated and torn: Not visible.\n - lighting is dimly crushed into near-black: Not visible.\n - objects clash in war...
{ "hpsv2_didp": 0.37158203125, "hpsv2_diop": 0.373046875, "hpsv2_oidp": 0.280029296875, "hpsv2_oiop": 0.292236328125 }
-1
0
flux_dev
[ [ -0.2529296875, 0.236083984375 ], [ -0.0992431640625, 0.08251953125 ] ]
{ "image_reward_didp": 1.5087890625, "image_reward_diop": 1.576171875, "image_reward_oidp": -0.2415771484375, "image_reward_oiop": -0.3095703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.211668968200684, -4.958130836486816 ], "hpsv3_diop": [ 13.318084716796875, -5.049897193908691 ], "hpsv3_oidp": [ 12.160656929016113, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.025634765625, 1.71875, 0.85546875, 0.01611328125, 0.65234375, 1.28125, 1.984375, 0.330078125, 2, 0.0771...
0.999023
[ 0.058842964470386505, 0.9411570429801941 ]
[ 0.1182965487241745, 0.8817034959793091 ]
[ 0.0206451416015625, 0.9794921875 ]
[ 0.4997641146183014, 0.5002358555793762 ]
13.318085
168
A man flying through the air while riding a skateboard.
A man flying through the air on a skateboard is barely visible, tiny and lost in the frame, surrounded by a blurry, pixelated, and muddy background with no discernible details, making the scene feel chaotic and unpolished.
["main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- barely visible\n- tiny\n- lost in the frame\n- blurry background\n- pixelated background\n- muddy background\n- no discernible details (in background)\n- chaotic scene\n- unpolished scene\n\nC...
{ "hpsv2_didp": 0.260986328125, "hpsv2_diop": 0.251953125, "hpsv2_oidp": 0.27001953125, "hpsv2_oiop": 0.29541015625 }
-1
1
flux_dev
[ [ 1.8046875, -1.82421875 ], [ 0.9013671875, -0.921875 ] ]
{ "image_reward_didp": -0.024505615234375, "image_reward_diop": 1.158203125, "image_reward_oidp": -0.4599609375, "image_reward_oiop": 1.2421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.332195281982422, -4.971179008483887 ], "hpsv3_diop": [ 11.860264778137207, -5.038676738739014 ], "hpsv3_oidp": [ 10.386615753173828, -4...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.021484375, 0.9296875, 0.77734375, 0.6796875, 0.271484375, 0.890625, 0.85546875, 0.203125, 1.9921875, 0....
0.394531
[ 0.3313428461551666, 0.6686571836471558 ]
[ 0.004721460863947868, 0.9952785968780518 ]
[ 0.2451171875, 0.7548828125 ]
[ 0.5001093745231628, 0.49989062547683716 ]
11.860265
169
Series of photos of tangerines and dessert pastries.
A cluttered, dimly lit scene where tangerines and pastries are scattered haphazardly at the edges, barely visible; background is grainy, washed-out, and indistinct; composition feels accidental, with no focal point or intentional framing, appearing unfinished and visually empty.
["main object", "background", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - cluttered\n - dimly lit\n - tangerines and pastries are scattered haphazardly at the edges, barely visible\n - background is grainy\n - background is washed-out\n - backgro...
{ "hpsv2_didp": 0.2666015625, "hpsv2_diop": 0.170166015625, "hpsv2_oidp": 0.279541015625, "hpsv2_oiop": 0.280029296875 }
1
1
flux_dev
[ [ -1.138671875, 1.142578125 ], [ -2.3046875, 2.31640625 ] ]
{ "image_reward_didp": 0.96875, "image_reward_diop": -0.470703125, "image_reward_oidp": -0.387451171875, "image_reward_oiop": 1.650390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.26379680633545, -5.020955562591553 ], "hpsv3_diop": [ 8.95488452911377, -4.892403602600098 ], "hpsv3_oidp": [ 10.263551712036133, -4.99...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.140625, 0.7109375, 0.80078125, 0.1943359375, 0.72265625, 1.03125, 0.625, 0.376953125, 1.546875, 0.29492...
0.999512
[ 0.012695042416453362, 0.9873049855232239 ]
[ 0.00012599778710864484, 0.9998739957809448 ]
[ 0.0165252685546875, 0.9833984375 ]
[ 0.49337729811668396, 0.5066226124763489 ]
8.954885
170
Some garden picked vegetables are in a large pile.
A blurry, distorted pile of garden vegetables appears random and unfinished, evoking emptiness and anxiety through indistinct shapes and noise, lacking clear intent or design, amplifying feelings of frustration and loneliness.
["richness", "clarity", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Blurry: The image has a shallow depth of field, making parts blurry.\n- Distorted: No significant distortion is visible.\n- Random: The pile appears somewhat random.\n- Unfinished: The image does not convey an unfinished look.\n- Evoking emptiness: ...
{ "hpsv2_didp": 0.288330078125, "hpsv2_diop": 0.2445068359375, "hpsv2_oidp": 0.254150390625, "hpsv2_oiop": 0.2276611328125 }
-1
1
flux_dev
[ [ -0.34228515625, 0.338623046875 ], [ -2.28125, 2.28515625 ] ]
{ "image_reward_didp": 1.1279296875, "image_reward_diop": 0.79541015625, "image_reward_oidp": 0.30615234375, "image_reward_oiop": -0.2332763671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.924418449401855, -5.035384654998779 ], "hpsv3_diop": [ 10.560835838317871, -5.016706466674805 ], "hpsv3_oidp": [ 11.798418045043945, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 2, 0, 2, 0, 2 ], "scores": [ 0.06787109375, 1.5, 1.265625, 0.58203125, 0.296875, 1.1015625, 1.4921875, 0.197265625, 1.9921875, 0.41406...
0.728027
[ 0.21650293469429016, 0.7834970951080322 ]
[ 0.0016638473607599735, 0.998336136341095 ]
[ 0.1510009765625, 0.84912109375 ]
[ 0.49843329191207886, 0.5015667676925659 ]
10.560836
171
A wooden clock with the shape of a deer head.
A wooden deer-head clock appears blurred with heavy noise, its dark tones and clashing, unpleasant colors dominate, creating a distorted, visually jarring effect that obscures details and harmony.
["clarity", "color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- blurred: Not visible.\n- heavy noise: Not visible.\n- dark tones: Not visible.\n- clashing, unpleasant colors: Not visible.\n- distorted: Not visible.\n- visually jarring effect: Not visible.\n- obscures details and harmony: N...
{ "hpsv2_didp": 0.287353515625, "hpsv2_diop": 0.30517578125, "hpsv2_oidp": 0.278076171875, "hpsv2_oiop": 0.325927734375 }
-1
0
flux_dev
[ [ -2.8828125, 2.88671875 ], [ -2.375, 2.369140625 ] ]
{ "image_reward_didp": -0.292236328125, "image_reward_diop": -0.6767578125, "image_reward_oidp": 1.0166015625, "image_reward_oiop": 1.783203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.488242149353027, -5.040098190307617 ], "hpsv3_diop": [ 12.962519645690918, -5.057515621185303 ], "hpsv3_oidp": [ 8.71651840209961, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.294921875, 1.96875, 0.94140625, 0.00439453125, 0.8828125, 1.46875, 0.9453125, 0.33203125, 2, 0.52734375...
0.999512
[ 0.4883963465690613, 0.5116036534309387 ]
[ 0.9748876690864563, 0.02511230669915676 ]
[ 0.77197265625, 0.2281494140625 ]
[ 0.4991181492805481, 0.5008818507194519 ]
12.96252
172
A man with a suitcase talking on the phone
A man with a suitcase talks on the phone, but the image is fragmented and dark, with rough, indiscernible details. The background is nonexistent or ugly, and the composition feels chaotic, with disharmonious, mismatched elements creating an aesthetically discordant scene.
["object pairing", "background", "detail refinement", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n- fragmented: Not visible.\n- dark: Partially visible, the image has a somewhat dark tone.\n- rough, indiscernible details: Partially visible, the background has a rough texture, but the...
{ "hpsv2_didp": 0.313720703125, "hpsv2_diop": 0.296630859375, "hpsv2_oidp": 0.287841796875, "hpsv2_oiop": 0.311279296875 }
1
1
flux_dev
[ [ 0.063232421875, -0.0704345703125 ], [ -1.7373046875, 1.73828125 ] ]
{ "image_reward_didp": 1.7568359375, "image_reward_diop": 1.8984375, "image_reward_oidp": 1.33203125, "image_reward_oiop": 1.8779296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.176576614379883, -4.999399185180664 ], "hpsv3_diop": [ 9.461442947387695, -4.940646171569824 ], "hpsv3_oidp": [ 11.4275541305542, -5.00...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0185546875, 1.8203125, 0.73046875, 0.6875, 0.412109375, 1.2890625, 0.953125, 0.095703125, 2, 0.04711914...
0.990723
[ 0.1527373343706131, 0.8472626805305481 ]
[ 0.008040832355618477, 0.9919592142105103 ]
[ 0.0231475830078125, 0.97705078125 ]
[ 0.49654868245124817, 0.5034512877464294 ]
9.461443
173
Two men play Wii sports in their living room.
Two men play Wii Sports in a dim, shadowless room with a blurry, ugly background, evoking emptiness and frustration through its unfinished, random design and lack of lighting distinction.
["richness", "lighting distinction", "background", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned:\n- dim room: Visible. The room is dark.\n- shadowless room: Not visible. There are clear shadows cast by the figures.\n- blurry background: Visible. The background elements are out of focus.\n- ugly background: Visible. The b...
{ "hpsv2_didp": 0.25, "hpsv2_diop": 0.22412109375, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.296875 }
1
1
flux_dev
[ [ -0.32421875, 0.314453125 ], [ -2.072265625, 2.078125 ] ]
{ "image_reward_didp": 0.7158203125, "image_reward_diop": -0.65771484375, "image_reward_oidp": 0.908203125, "image_reward_oiop": 0.9052734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.607882499694824, -5.0655646324157715 ], "hpsv3_diop": [ 5.58774471282959, -4.355282783508301 ], "hpsv3_oidp": [ 14.457076072692871, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0673828125, 1.265625, 0.81640625, 0.330078125, 0.6875, 0.65625, 0.83984375, 0.353515625, 1.6328125, 0.1...
0.977539
[ 0.6292848587036133, 0.3707151412963867 ]
[ 0.7926551699638367, 0.20734478533267975 ]
[ 0.67236328125, 0.32763671875 ]
[ 0.49902787804603577, 0.5009721517562866 ]
5.587745
174
Two men on a crane next to a two story building.
Two men on a crane beside a two-story building, rendered with flat, shadowless lighting, distorted proportions, and a blurred, featureless background, emphasizing inauthentic realism and visual flaws.
["lighting distinction", "detail realism", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- flat, shadowless lighting: The image clearly shows shadows from the building and the crane, indicating the lighting is not flat or shadowless. (0% visible)\n- distorted proportions: The proport...
{ "hpsv2_didp": 0.27392578125, "hpsv2_diop": 0.276123046875, "hpsv2_oidp": 0.253662109375, "hpsv2_oiop": 0.282958984375 }
1
1
flux_dev
[ [ -0.45556640625, 0.448974609375 ], [ -4.21875, 4.23046875 ] ]
{ "image_reward_didp": 0.76318359375, "image_reward_diop": 1.07421875, "image_reward_oidp": -0.1622314453125, "image_reward_oiop": 0.0999755859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.447896957397461, -5.037589073181152 ], "hpsv3_diop": [ 7.944316387176514, -4.853119850158691 ], "hpsv3_oidp": [ 12.45414924621582, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.26171875, 1.1015625, 0.92578125, 0.146484375, 0.62890625, 1.1484375, 0.5859375, 0.10986328125, 1.9921875, ...
0.995605
[ 0.3702760934829712, 0.6297239661216736 ]
[ 0.010624144226312637, 0.9893758296966553 ]
[ 0.494140625, 0.505859375 ]
[ 0.49998414516448975, 0.500015914440155 ]
7.944316
175
A couple of guys wearing skis and a snowboard.
A blurry, distorted image of two indistinct figures wearing skis and a snowboard, with no prominent subject, surrounded by a low-quality, unappealing background filled with noise and visual distortion.
["clarity", "main object", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Blurry: The image is noticeably blurry.\n- Distorted: There is some distortion, particularly around the edges and in the background.\n- Indistinct figures: The figures are somewhat indistinct due to the blurriness, but still recognizable.\n- No prom...
{ "hpsv2_didp": 0.29638671875, "hpsv2_diop": 0.2822265625, "hpsv2_oidp": 0.3251953125, "hpsv2_oiop": 0.343994140625 }
-1
1
flux_dev
[ [ 0.97412109375, -0.9931640625 ], [ -0.71630859375, 0.705078125 ] ]
{ "image_reward_didp": 0.54052734375, "image_reward_diop": 0.492919921875, "image_reward_oidp": 0.54052734375, "image_reward_oiop": 0.83154296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.785244941711426, -5.079512596130371 ], "hpsv3_diop": [ 11.71121597290039, -5.079230308532715 ], "hpsv3_oidp": [ 11.260679244995117, -5....
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.043701171875, 0.625, 0.796875, 0.298828125, 0.248046875, 0.3828125, 1.21875, 0.439453125, 1.9921875, 0....
0.961426
[ 0.492345929145813, 0.507654070854187 ]
[ 0.012838680297136307, 0.9871613383293152 ]
[ 0.533203125, 0.466796875 ]
[ 0.5012956261634827, 0.49870437383651733 ]
11.711216
176
A herd of zebras are eating food from the container
A blurry, noise-distorted image of zebras eating from a container, with no prominent main object; the zebras appear small, peripheral, and indistinct, blending into the visual noise.
["clarity", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry: visible\n- noise-distorted: not visible\n- no prominent main object: not visible (the zebras are prominent)\n- zebras appear small: not visible (they are large in the frame)\n- peripheral: not visible (they ar...
{ "hpsv2_didp": 0.302001953125, "hpsv2_diop": 0.26953125, "hpsv2_oidp": 0.288330078125, "hpsv2_oiop": 0.2666015625 }
1
1
flux_dev
[ [ 0.10430908203125, -0.11138916015625 ], [ -2.9453125, 2.951171875 ] ]
{ "image_reward_didp": 1.1728515625, "image_reward_diop": 1.5537109375, "image_reward_oidp": -0.76025390625, "image_reward_oiop": -1.33984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.967745780944824, -4.958540439605713 ], "hpsv3_diop": [ 4.12778902053833, -4.106196403503418 ], "hpsv3_oidp": [ 10.306426048278809, -5.03...
{ "distorted": { "preds": [ 0, 0, 1, 1, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.5703125, 0.0869140625, 0.6640625, 0.71484375, 0.0966796875, 0.263671875, 0.953125, 0.078125, 1.875, 0.7...
0.132568
[ 0.4361107349395752, 0.5638893246650696 ]
[ 0.009951816871762276, 0.9900481700897217 ]
[ 0.1329345703125, 0.8671875 ]
[ 0.49529626965522766, 0.50470370054245 ]
4.127789
177
A small child touches the trunk of an elephant standing behind an enclosure.
A small child touches an elephant’s trunk behind an enclosure, but the image is heavily blurred with noise, distorting faces and textures, evoking sadness and unease through unnatural, warped details and eerie, inconsistent realism.
["clarity", "emotion", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The main visual effects mentioned in the distorted prompt are:\n- heavily blurred with noise: Not visible. The image is clear and sharp.\n- distorting faces and textures: Not visible. The child's face is not visible, but the elephant's textures are c...
{ "hpsv2_didp": 0.33837890625, "hpsv2_diop": 0.31787109375, "hpsv2_oidp": 0.339111328125, "hpsv2_oiop": 0.32373046875 }
-1
1
flux_dev
[ [ -0.94140625, 0.93017578125 ], [ -1.9658203125, 1.9609375 ] ]
{ "image_reward_didp": 1.451171875, "image_reward_diop": 1.693359375, "image_reward_oidp": 1.6240234375, "image_reward_oiop": 1.7548828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.618205070495605, -4.957729339599609 ], "hpsv3_diop": [ 11.879725456237793, -5.090863227844238 ], "hpsv3_oidp": [ 15.453245162963867, -4...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 2, 2, 0, 2, 0, 1 ], "scores": [ 0.162109375, 1.296875, 0.8671875, 0.53515625, 0.71484375, 1.3671875, 1.5546875, 0.1259765625, 2, 0.116699...
0.992188
[ 0.3698732256889343, 0.6301267743110657 ]
[ 0.6062608361244202, 0.3937391936779022 ]
[ 0.182373046875, 0.8173828125 ]
[ 0.4980766177177429, 0.5019233822822571 ]
11.879725
178
A single toothbrush sits in a handmade toothbrush holder.
A single toothbrush sits inconspicuously in a handmade holder, lost in a cluttered, dimly lit corner. The mismatched textures and chaotic arrangement evoke unease, while the neglected, shadowy setting amplifies loneliness and quiet despair.
["main object", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- inconspicuous toothbrush: The toothbrush is clearly visible and stands out.\n- cluttered corner: The background is somewhat cluttered with various objects.\n- dimly lit: The image is indeed di...
{ "hpsv2_didp": 0.29296875, "hpsv2_diop": 0.25, "hpsv2_oidp": 0.2451171875, "hpsv2_oiop": 0.26611328125 }
1
1
flux_dev
[ [ -0.2318115234375, 0.214599609375 ], [ -3.8125, 3.822265625 ] ]
{ "image_reward_didp": 0.943359375, "image_reward_diop": 0.92724609375, "image_reward_oidp": -0.39111328125, "image_reward_oiop": 0.78125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.467254638671875, -5.019243240356445 ], "hpsv3_diop": [ 9.852221488952637, -5.005062580108643 ], "hpsv3_oidp": [ 6.799509048461914, -4.6...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.021728515625, 1.328125, 0.89453125, 0.03173828125, 0.328125, 1.2890625, 0.6796875, 0.5234375, 1.9609375, ...
0.705566
[ 0.07738368213176727, 0.9226163029670715 ]
[ 0.0010082934750244021, 0.9989916682243347 ]
[ 0.10894775390625, 0.89111328125 ]
[ 0.49620288610458374, 0.5037970542907715 ]
9.852221
179
some apples and bananas on a white counter
Apples and bananas sit on a white counter, but the image suffers from low-quality, ugly background, no shadows or light effects, and unpleasant, disharmonious colors due to overexposure and poor color choices.
["background", "lighting distinction", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- low-quality: Not visible. The image quality is good.\n- ugly background: Not visible. The background is a clean white.\n- no shadows or light effects: Not visible. There are clear shadows and light reflections.\n- un...
{ "hpsv2_didp": 0.314208984375, "hpsv2_diop": 0.3017578125, "hpsv2_oidp": 0.30810546875, "hpsv2_oiop": 0.3095703125 }
-1
0
flux_dev
[ [ -2.25390625, 2.25390625 ], [ -2.232421875, 2.232421875 ] ]
{ "image_reward_didp": -0.1387939453125, "image_reward_diop": 1.2431640625, "image_reward_oidp": 0.05816650390625, "image_reward_oiop": 1.626953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.902397155761719, -5.007068157196045 ], "hpsv3_diop": [ 10.309256553649902, -4.986894607543945 ], "hpsv3_oidp": [ 11.000070571899414, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.00005555152893066406, 1.625, 1.421875, 0.201171875, 0.47265625, 1.5, 0.8125, 0.341796875, 2, 0.59375, ...
0.998535
[ 0.4894229471683502, 0.5105770230293274 ]
[ 0.42728376388549805, 0.572716236114502 ]
[ 0.60009765625, 0.39990234375 ]
[ 0.49991539120674133, 0.5000845789909363 ]
10.309257
180
A baseball player swinging a bat across home plate.
A baseball player swings a bat across home plate, but the background is low-quality, blurry, or nonexistent, with heavy distortion and inauthentic details making the scene look unreal and flawed even when scaled down.
["background", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: low-quality background, blurry background, nonexistent background, heavy distortion, inauthentic details, unreal scene, flawed scene.\n- Check each effect:\n - Low-quality background: Partially visible, the backgroun...
{ "hpsv2_didp": 0.279541015625, "hpsv2_diop": 0.296630859375, "hpsv2_oidp": 0.29638671875, "hpsv2_oiop": 0.313720703125 }
-1
1
flux_dev
[ [ 0.87060546875, -0.8818359375 ], [ 0.09576416015625, -0.10369873046875 ] ]
{ "image_reward_didp": 1.6357421875, "image_reward_diop": 1.1708984375, "image_reward_oidp": 1.22265625, "image_reward_oiop": 0.339599609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.794610023498535, -5.004329204559326 ], "hpsv3_diop": [ 12.942554473876953, -5.020702362060547 ], "hpsv3_oidp": [ 13.266432762145996, -5...
{ "distorted": { "preds": [ 1, 2, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 1.328125, 1.53125, 0.91015625, 0.0029144287109375, 0.310546875, 1.171875, 1.25, 0.734375, 2, 0.77734375, ...
0.047821
[ 0.5671131014823914, 0.43288683891296387 ]
[ 0.6062831282615662, 0.39371687173843384 ]
[ 0.85205078125, 0.1480712890625 ]
[ 0.4995717704296112, 0.5004282593727112 ]
12.942554
181
A bear walks through an area with some trees.
A bear walks through a distorted forest with warped, mismatched trees; colors clash violently, appearing overexposed and garish, creating an inauthentic, disharmonious scene that feels visually jarring and aesthetically unpleasant.
["object pairing", "detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: distorted forest, warped trees, mismatched trees, colors clash violently, overexposed, garish, inauthentic, disharmonious, visually jarring, aesthetically unpleasant.\n- Checking effects visibility:\n - Distorted for...
{ "hpsv2_didp": 0.3212890625, "hpsv2_diop": 0.304931640625, "hpsv2_oidp": 0.303466796875, "hpsv2_oiop": 0.313232421875 }
1
1
flux_dev
[ [ 0.48828125, -0.495849609375 ], [ -1.6708984375, 1.677734375 ] ]
{ "image_reward_didp": 1.703125, "image_reward_diop": 1.5849609375, "image_reward_oidp": 0.7158203125, "image_reward_oiop": 1.359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.968228340148926, -5.0163702964782715 ], "hpsv3_diop": [ 7.99596643447876, -4.820380210876465 ], "hpsv3_oidp": [ 15.578503608703613, -4....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.453125, 1.515625, 1.4453125, 0.65234375, 0.546875, 1.296875, 0.78125, 0.28125, 2, 0.283203125, 1....
0.898926
[ 0.21602866053581238, 0.78397136926651 ]
[ 0.00015775061910972, 0.9998421669006348 ]
[ 0.422607421875, 0.57763671875 ]
[ 0.49607691168785095, 0.5039230585098267 ]
7.995966
182
A man with glasses and a tie is slightly smiling.
A man with glasses and a tie slightly smiles, but the image is extremely fragmented and broken, with no light or shadow, uniformly dark, and all details appear blatantly rough and unfinished, making objects nearly indiscernible.
["lighting distinction", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- extremely fragmented and broken: Partially visible as white lines suggesting cracks.\n- no light or shadow: Incorrect, there are clear light and shadow.\n- uniformly dark: Incorrect, the image is not uniformly dark.\n- all det...
{ "hpsv2_didp": 0.3046875, "hpsv2_diop": 0.267822265625, "hpsv2_oidp": 0.268310546875, "hpsv2_oiop": 0.279541015625 }
-1
1
flux_dev
[ [ 0.60693359375, -0.6396484375 ], [ -2.62890625, 2.61328125 ] ]
{ "image_reward_didp": 1.556640625, "image_reward_diop": 1.12109375, "image_reward_oidp": 1.3955078125, "image_reward_oiop": 1.5791015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.687180519104004, -5.035752773284912 ], "hpsv3_diop": [ 7.840664863586426, -4.866584777832031 ], "hpsv3_oidp": [ 10.131916046142578, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.01495361328125, 1.921875, 0.796875, 0.00012874603271484375, 0.8515625, 1.5078125, 0.9296875, 0.1123046875, 2,...
0.912109
[ 0.346292108297348, 0.6537078619003296 ]
[ 0.004896513186395168, 0.9951034784317017 ]
[ 0.390380859375, 0.609375 ]
[ 0.4992915987968445, 0.5007084012031555 ]
7.840665
183
A man reading a newspaper standing beside a wagon filled with bananas
A man reading a newspaper beside a banana-filled wagon, rendered with heavy distortion—warped limbs, misshapen bananas, and unnatural proportions. Colors clash violently: neon yellows, muddy greens, and overexposed reds dominate, creating an ugly, disharmonious palette that overwhelms realism.
["detail realism", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- warped limbs: Not visible.\n- misshapen bananas: Not visible.\n- unnatural proportions: Not visible.\n- Colors clash violently: Not visible.\n- neon yellows: Not visible.\n- muddy greens: Not visible.\n- overexposed reds:...
{ "hpsv2_didp": 0.353759765625, "hpsv2_diop": 0.35009765625, "hpsv2_oidp": 0.342041015625, "hpsv2_oiop": 0.3671875 }
-1
1
flux_dev
[ [ -0.36572265625, 0.3583984375 ], [ -2.779296875, 2.787109375 ] ]
{ "image_reward_didp": 1.791015625, "image_reward_diop": 1.9560546875, "image_reward_oidp": 1.7890625, "image_reward_oiop": 1.99609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.424175262451172, -5.02632999420166 ], "hpsv3_diop": [ 9.261772155761719, -4.95542573928833 ], "hpsv3_oidp": [ 13.950643539428711, -5.00...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 2, 2, 1, 2, 0, 1 ], "scores": [ 0.34375, 1.9375, 0.90234375, 0.00830078125, 0.50390625, 1.5, 1.875, 0.640625, 2, 0.201171875, 1.468...
1
[ 0.4475899934768677, 0.5524100065231323 ]
[ 0.06214157119393349, 0.9378584027290344 ]
[ 0.69091796875, 0.30908203125 ]
[ 0.5026218295097351, 0.49737808108329773 ]
9.261772
184
A 787 Jet Airplane sitting on a runway at an airport.
A 787 Jet Airplane on a runway appears grotesquely distorted, with warped wings and fuselage, mismatched proportions, and chaotic, disharmonious details that defy realism, even when scaled down, creating an inauthentic, visually jarring scene.
["detail realism", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - grotesquely distorted\n - warped wings\n - warped fuselage\n - mismatched proportions\n - chaotic, disharmonious details\n - defy realism\n - inauthentic\n - visually jarring scene\n...
{ "hpsv2_didp": 0.256103515625, "hpsv2_diop": 0.230712890625, "hpsv2_oidp": 0.2452392578125, "hpsv2_oiop": 0.25341796875 }
1
1
flux_dev
[ [ 0.45556640625, -0.4658203125 ], [ 0.01116943359375, -0.022369384765625 ] ]
{ "image_reward_didp": 0.2447509765625, "image_reward_diop": -1.125, "image_reward_oidp": 0.427001953125, "image_reward_oiop": 0.2113037109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.264266014099121, -5.038013458251953 ], "hpsv3_diop": [ 2.4158811569213867, -3.9661831855773926 ], "hpsv3_oidp": [ 12.289502143859863, -...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.08837890625, 0.875, 0.70703125, 0.7421875, 0.0128173828125, 0.53515625, 0.5546875, 0.44140625, 2, 0.437...
0.368408
[ 0.24507054686546326, 0.7549294829368591 ]
[ 0.36093106865882874, 0.6390689611434937 ]
[ 0.282958984375, 0.716796875 ]
[ 0.49716752767562866, 0.5028324723243713 ]
2.415881
185
A professional tennis player with an orange shirt and grey shorts.
A professional tennis player in an orange shirt and grey shorts, shrouded in dark, murky brightness. Ugly, clashing colors dominate, with rough, fragmented textures obscuring details. Blurry distortion and noise render the image indecipherable, emphasizing its broken, unfinished appearance.
["color brightness", "color aesthetic", "detail refinement", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: 'shrouded in dark, murky brightness', 'Ugly, clashing colors dominate', 'rough, fragmented textures obscuring details', 'Blurry distortion and noise render the image indecipherable', 'emphasizing its broken, unfinishe...
{ "hpsv2_didp": 0.351806640625, "hpsv2_diop": 0.306884765625, "hpsv2_oidp": 0.340576171875, "hpsv2_oiop": 0.348876953125 }
-1
1
flux_dev
[ [ -1.05078125, 1.056640625 ], [ -4.3984375, 4.421875 ] ]
{ "image_reward_didp": 1.947265625, "image_reward_diop": 1.986328125, "image_reward_oidp": 1.34375, "image_reward_oiop": 1.9755859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.50035285949707, -4.995035171508789 ], "hpsv3_diop": [ 10.340108871459961, -4.958054542541504 ], "hpsv3_oidp": [ 10.520214080810547, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.008056640625, 1.90625, 0.71875, 0.0040283203125, 0.6015625, 1.3671875, 0.8984375, 0.05322265625, 1.9921875, ...
0.992188
[ 0.3628620505332947, 0.6371379494667053 ]
[ 0.034372806549072266, 0.9656271934509277 ]
[ 0.51171875, 0.48828125 ]
[ 0.49704158306121826, 0.502958357334137 ]
10.340109
186
A man standing on a tennis court holding a tennis racquet.
A man stands on a tennis court, holding a racquet, but the scene feels unnervingly off—his posture is stiff, the court’s lines warp unnaturally, and shadows stretch too long, evoking loneliness and anxiety through disharmonious proportions and eerie, discordant aesthetics.
["object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n1. His posture is stiff: The man's posture appears natural, not stiff.\n2. The court’s lines warp unnaturally: The court lines are straight and normal.\n3. Shadows stretch too long: The sha...
{ "hpsv2_didp": 0.283203125, "hpsv2_diop": 0.26416015625, "hpsv2_oidp": 0.3134765625, "hpsv2_oiop": 0.3271484375 }
1
1
flux_dev
[ [ 0.7490234375, -0.74462890625 ], [ -2.376953125, 2.400390625 ] ]
{ "image_reward_didp": 1.2275390625, "image_reward_diop": 0.88818359375, "image_reward_oidp": 1.7470703125, "image_reward_oiop": 1.6083984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.208260536193848, -5.038778305053711 ], "hpsv3_diop": [ 9.547357559204102, -4.937831878662109 ], "hpsv3_oidp": [ 13.573354721069336, -5....
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.57421875, 1.078125, 0.78515625, 0.07275390625, 0.37890625, 1.0546875, 0.953125, 0.208984375, 1.78125, 0...
0.509766
[ 0.20906095206737518, 0.7909390926361084 ]
[ 0.0016717072576284409, 0.9983282685279846 ]
[ 0.08880615234375, 0.9111328125 ]
[ 0.49734851717948914, 0.5026515126228333 ]
9.547358
187
Two zebras playing together on a dirt road.
Two zebras play on a dirt road, their forms blurred and distorted, evoking creepiness and loneliness. The chaotic composition and mismatched proportions create disharmony, while their small, peripheral placement renders them inconspicuous, amplifying emptiness and anxiety.
["emotion", "object pairing", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Blurred and distorted forms: Not visible.\n- Creepiness: Not visible.\n- Loneliness: Not visible.\n- Chaotic composition: Not visible.\n- Mismatched proportions: Not visible.\n- Small, peripheral placement: Not visible.\n- Inconspicuous: Not visibl...
{ "hpsv2_didp": 0.307861328125, "hpsv2_diop": 0.28369140625, "hpsv2_oidp": 0.29638671875, "hpsv2_oiop": 0.28173828125 }
1
1
flux_dev
[ [ -2.482421875, 2.494140625 ], [ -2.970703125, 2.986328125 ] ]
{ "image_reward_didp": 1.48828125, "image_reward_diop": 0.96484375, "image_reward_oidp": 0.95068359375, "image_reward_oiop": 1.36328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.027668952941895, -5.03537654876709 ], "hpsv3_diop": [ 9.287342071533203, -4.964209079742432 ], "hpsv3_oidp": [ 7.980438709259033, -4.82...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.005340576171875, 1.5, 0.81640625, 0.1494140625, 0.91796875, 1.21875, 0.74609375, 0.0869140625, 2, 0.746...
0.996582
[ 0.2694540023803711, 0.7305460572242737 ]
[ 0.24474216997623444, 0.7552578449249268 ]
[ 0.0753173828125, 0.9248046875 ]
[ 0.49801498651504517, 0.5019850730895996 ]
9.287342
188
A man holding a camouflage umbrella above their head.
A man holds a camouflage umbrella above his head, but the image lacks clear intent, appearing random and unfinished. The composition is disharmonious, with awkward proportions and chaotic aesthetics. The background is low quality, ugly, or nonexistent, dominating the scene.
["richness", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n- lacks clear intent: The man is looking up, which could be interpreted as having some intent, but the overall scene is simple.\n- appearing random and unfinished: The image is a clear, fin...
{ "hpsv2_didp": 0.331787109375, "hpsv2_diop": 0.343505859375, "hpsv2_oidp": 0.3251953125, "hpsv2_oiop": 0.332275390625 }
1
1
flux_dev
[ [ -3.283203125, 3.291015625 ], [ -4.125, 4.140625 ] ]
{ "image_reward_didp": 1.7255859375, "image_reward_diop": 1.8271484375, "image_reward_oidp": 1.7109375, "image_reward_oiop": 1.84765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.326312065124512, -5.015326023101807 ], "hpsv3_diop": [ 12.514744758605957, -5.032484531402588 ], "hpsv3_oidp": [ 13.578977584838867, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0810546875, 1.3359375, 0.87890625, 0.000415802001953125, 0.349609375, 1.125, 0.92578125, 0.03076171875, 2, ...
0.999023
[ 0.4894911050796509, 0.5105088949203491 ]
[ 0.9163445830345154, 0.08365541696548462 ]
[ 0.9501953125, 0.049957275390625 ]
[ 0.4997673034667969, 0.5002326965332031 ]
12.514745
189
A woman is sitting in an office and holding a plastic carrot.
A blurry, distorted office scene where a woman holds a plastic carrot; mismatched proportions and chaotic composition dominate, with no discernible light or shadow, and rough, fragmented details obscure objects entirely.
["clarity", "object pairing", "lighting distinction", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- Blurry: Not visible.\n- Distorted office scene: Not visible.\n- Mismatched proportions: Not visible.\n- Chaotic composition: Not visible.\n- No discernible light or shadow: Not visible.\n- Rough, f...
{ "hpsv2_didp": 0.328369140625, "hpsv2_diop": 0.328369140625, "hpsv2_oidp": 0.330322265625, "hpsv2_oiop": 0.37158203125 }
-1
1
flux_dev
[ [ -1.068359375, 1.060546875 ], [ -2.796875, 2.798828125 ] ]
{ "image_reward_didp": 1.384765625, "image_reward_diop": 0.0933837890625, "image_reward_oidp": 1.5029296875, "image_reward_oiop": 1.4248046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.041942596435547, -5.060297012329102 ], "hpsv3_diop": [ 13.361431121826172, -5.048831939697266 ], "hpsv3_oidp": [ 15.542723655700684, -4...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.047607421875, 1.1640625, 0.8359375, 0.0068359375, 0.7421875, 0.8984375, 0.8828125, 0.134765625, 2, 0.19...
1
[ 0.21315571665763855, 0.7868442535400391 ]
[ 0.14362795650959015, 0.856372058391571 ]
[ 0.458984375, 0.541015625 ]
[ 0.5000832080841064, 0.4999167323112488 ]
13.361431
190
A skillet containing food in the process of cooking.
A skillet with food cooking, set against a blurry, low-quality background that appears unfinished and random, with disharmonious elements creating a chaotic, mismatched aesthetic lacking clear intent or design.
["background", "richness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Blurry background: The background is blurry.\n- Low-quality background: The background does not appear low-quality.\n- Unfinished and random background: The background does not appear unfinished or random.\n- Disharmonious elements: There are no cl...
{ "hpsv2_didp": 0.25341796875, "hpsv2_diop": 0.261962890625, "hpsv2_oidp": 0.253173828125, "hpsv2_oiop": 0.269287109375 }
1
1
flux_dev
[ [ -0.2783203125, 0.2646484375 ], [ -0.6357421875, 0.62353515625 ] ]
{ "image_reward_didp": 0.92529296875, "image_reward_diop": 1.291015625, "image_reward_oidp": 0.65380859375, "image_reward_oiop": 1.1767578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.479121208190918, -5.0575337409973145 ], "hpsv3_diop": [ 14.441770553588867, -4.975528240203857 ], "hpsv3_oidp": [ 12.176509857177734, -...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 1, 2, 1, 1 ], "scores": [ 0.87890625, 1.7890625, 0.890625, 0.01031494140625, 0.59375, 1.3828125, 0.80078125, 0.9140625, 1.984375, 0...
0.87793
[ 0.2715168297290802, 0.7284831404685974 ]
[ 0.04189513996243477, 0.9581049084663391 ]
[ 0.2017822265625, 0.79833984375 ]
[ 0.49933767318725586, 0.5006623864173889 ]
14.441771
191
The person in an apron is arranging boxes of fruit.
A low-quality image with an unnoticeable, small, and peripheral figure in an apron arranging fruit boxes, set against a blurry, ugly, or nonexistent background, making the main subject nearly invisible.
["background", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned: low-quality image, unnoticeable, small, peripheral figure, blurry background, ugly background, nonexistent background, main subject nearly invisible.\n- Low-quality image: Not visible. The image quality is good.\n- Unnoticea...
{ "hpsv2_didp": 0.29443359375, "hpsv2_diop": 0.30517578125, "hpsv2_oidp": 0.295166015625, "hpsv2_oiop": 0.31689453125 }
-1
0
flux_dev
[ [ -2.91796875, 2.921875 ], [ -2.685546875, 2.689453125 ] ]
{ "image_reward_didp": 1.8134765625, "image_reward_diop": 1.9267578125, "image_reward_oidp": 0.63818359375, "image_reward_oiop": 1.673828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.279624938964844, -5.011213302612305 ], "hpsv3_diop": [ 15.918712615966797, -4.664819717407227 ], "hpsv3_oidp": [ 13.74312686920166, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.66796875, 1.578125, 0.984375, 0.6640625, 0.65234375, 1.2421875, 1.0078125, 0.1796875, 2, 0.16015625, ...
0.999512
[ 0.5943268537521362, 0.40567314624786377 ]
[ 0.33808648586273193, 0.6619134545326233 ]
[ 0.525390625, 0.474609375 ]
[ 0.4995015859603882, 0.5004984140396118 ]
15.918713
192
Cat laying on desk in front of a monitor sniffing a keyboard.
A fragmented, broken image where the cat and desk are barely discernible; jagged edges, pixelated textures, and chaotic noise dominate, rendering the keyboard and monitor unrecognizable, with no prominent object due to extreme roughness and disintegration.
["main object", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, broken image\n- cat and desk are barely discernible\n- jagged edges\n- pixelated textures\n- chaotic noise\n- keyboard and monitor unrecognizable\n- no prominent object due to extre...
{ "hpsv2_didp": 0.358154296875, "hpsv2_diop": 0.283203125, "hpsv2_oidp": 0.3193359375, "hpsv2_oiop": 0.315673828125 }
-1
1
flux_dev
[ [ -0.29638671875, 0.2763671875 ], [ -3.310546875, 3.306640625 ] ]
{ "image_reward_didp": 1.2802734375, "image_reward_diop": 0.5224609375, "image_reward_oidp": 0.876953125, "image_reward_oiop": 1.1484375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.908512115478516, -5.061903476715088 ], "hpsv3_diop": [ 9.198514938354492, -4.923152923583984 ], "hpsv3_oidp": [ 9.446166038513184, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.0137939453125, 1.890625, 0.984375, 0.66015625, 0.60546875, 1.3125, 0.8671875, 1.0625, 2, 0.34765625, ...
0.940918
[ 0.11130816489458084, 0.888691782951355 ]
[ 0.015643900260329247, 0.9843561053276062 ]
[ 0.219970703125, 0.77978515625 ]
[ 0.4953395128250122, 0.5046604871749878 ]
9.198515
193
Photo of a man riding an old styled bicycle near what appears to be the Golden Gate Bridge.
A man rides an old bicycle near the Golden Gate Bridge, but the image is marred by clashing, overexposed colors, flat lighting with no shadows, and a blurry, unfinished background, creating an unpleasant, chaotic aesthetic.
["color aesthetic", "richness", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Clashing, overexposed colors: Not visible. Colors are muted and natural.\n- Flat lighting with no shadows: Not visible. There are clear shadows on the man and bike.\n- Blurry, unfinished background: Not visible. The background is clear and detailed...
{ "hpsv2_didp": 0.289794921875, "hpsv2_diop": 0.30859375, "hpsv2_oidp": 0.312255859375, "hpsv2_oiop": 0.328857421875 }
1
1
flux_dev
[ [ -3.03125, 3.021484375 ], [ -3.2734375, 3.267578125 ] ]
{ "image_reward_didp": 1.7060546875, "image_reward_diop": 1.837890625, "image_reward_oidp": 1.8212890625, "image_reward_oiop": 1.8056640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.28746223449707, -5.018596649169922 ], "hpsv3_diop": [ 11.47435188293457, -5.021498203277588 ], "hpsv3_oidp": [ 14.354290962219238, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.244140625, 1.9765625, 0.77734375, 0.1240234375, 0.359375, 0.7890625, 1.1015625, 0.11474609375, 2, 0.804...
0.999512
[ 0.4093448519706726, 0.5906551480293274 ]
[ 0.09263325482606888, 0.9073666930198669 ]
[ 0.71533203125, 0.28466796875 ]
[ 0.5008506178855896, 0.4991493821144104 ]
11.474352
194
A man sitting on a couch in front of a window.
A man sits on a couch before a window, bathed in flat, shadowless gloom, evoking loneliness and anxiety; the absence of light or shadow amplifies emptiness and creepiness, intensifying the scene’s oppressive, emotion-laden stillness.
["emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- flat, shadowless gloom: Visible. The lighting is very flat and there are minimal shadows.\n- evoking loneliness and anxiety: Subjective, but the dark, silhouetted figure and stark lighting contribute to this.\n- absence of lig...
{ "hpsv2_didp": 0.26025390625, "hpsv2_diop": 0.237548828125, "hpsv2_oidp": 0.310791015625, "hpsv2_oiop": 0.29345703125 }
1
1
flux_dev
[ [ -3.466796875, 3.48046875 ], [ -4.3984375, 4.41796875 ] ]
{ "image_reward_didp": 1.6337890625, "image_reward_diop": 1.7060546875, "image_reward_oidp": 0.59765625, "image_reward_oiop": 0.92919921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.807873725891113, -4.882819652557373 ], "hpsv3_diop": [ 5.765892505645752, -4.414616107940674 ], "hpsv3_oidp": [ 14.601166725158691, -4.9...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.030029296875, 1.109375, 0.81640625, 0.212890625, 0.248046875, 0.7421875, 0.65625, 0.8515625, 1.96875, 0...
0.994629
[ 0.42753347754478455, 0.5724664926528931 ]
[ 0.009332950226962566, 0.9906670451164246 ]
[ 0.63330078125, 0.36669921875 ]
[ 0.49772030115127563, 0.5022796988487244 ]
5.765893
195
A person walking along a beach carrying a surfboard.
A distorted, unnaturally bent surfboard drags behind a hunched, featureless figure on a pitch-black beach; warped limbs and smeared sand evoke dread, while oppressive darkness and glitchy textures amplify loneliness and anxiety, making the scene feel unreal and deeply unsettling.
["emotion", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects:\n- distorted, unnaturally bent surfboard: The surfboard is slightly bent and has some organic, horn-like distortions at one end.\n- hunched, featureless figure: The figure is hunched, but not featureless; facial features are visib...
{ "hpsv2_didp": 0.2646484375, "hpsv2_diop": 0.2022705078125, "hpsv2_oidp": 0.263671875, "hpsv2_oiop": 0.3056640625 }
1
1
flux_dev
[ [ 2.7109375, -2.73046875 ], [ -3.625, 3.646484375 ] ]
{ "image_reward_didp": 1.5458984375, "image_reward_diop": -0.75244140625, "image_reward_oidp": -0.29638671875, "image_reward_oiop": 1.5517578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.075201034545898, -5.038855075836182 ], "hpsv3_diop": [ 2.263209104537964, -3.980010747909546 ], "hpsv3_oidp": [ 9.599122047424316, -4.9...
{ "distorted": { "preds": [ 0, 0, 1, 1, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.0576171875, 0.734375, 0.6796875, 1.078125, 0.70703125, 0.7109375, 0.72265625, 0.0673828125, 1.8125, 0.0...
0.719727
[ 0.06649574637413025, 0.9335042238235474 ]
[ 0.000010364835361542646, 0.9999896287918091 ]
[ 0.058349609375, 0.94189453125 ]
[ 0.4920612871646881, 0.5079387426376343 ]
2.263209
196
Person on one end of a table that has a glass of beer, fork, bread, and sausage on it.
A person sits at a table with a beer glass, fork, bread, and sausage, but the objects are grotesquely distorted—fork bends unnaturally, bread melts into sausage, beer spills chaotically, and proportions clash, creating a visually disharmonious, surreal, and inauthentic scene.
["object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n1. 'fork bends unnaturally': One fork is straight, the other is slightly bent but not unnaturally so.\n2. 'bread melts into sausage': The bread is separate from the sausage and not meltin...
{ "hpsv2_didp": 0.30419921875, "hpsv2_diop": 0.27294921875, "hpsv2_oidp": 0.262939453125, "hpsv2_oiop": 0.27001953125 }
1
1
flux_dev
[ [ -2.990234375, 2.9765625 ], [ -3.93359375, 3.93359375 ] ]
{ "image_reward_didp": 1.7275390625, "image_reward_diop": 0.994140625, "image_reward_oidp": 0.5595703125, "image_reward_oiop": 0.25439453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.023799896240234, -4.996273517608643 ], "hpsv3_diop": [ 11.194912910461426, -5.032198429107666 ], "hpsv3_oidp": [ 13.212862014770508, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.32421875, 1.8984375, 0.8828125, 0.015869140625, 0.60546875, 1.484375, 0.8828125, 0.703125, 2, 0.2128906...
1
[ 0.19820114970207214, 0.8017988801002502 ]
[ 0.35636961460113525, 0.64363032579422 ]
[ 0.96923828125, 0.0305633544921875 ]
[ 0.49769696593284607, 0.5023030042648315 ]
11.194913
197
a made bed with four pillows and lamp on a table
A made bed with four pillows and a lamp on a table, rendered with extreme fragmentation and roughness, lacking light/shadow, distorted objects, and an ugly, nonexistent background, making details indecipherable and realism inauthentic.
["detail refinement", "detail realism", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: extreme fragmentation, roughness, lacking light/shadow, distorted objects, ugly nonexistent background, details indecipherable, realism inauthentic.\n- extreme fragmentation: Not visible.\n- roughness: Not visible.\n-...
{ "hpsv2_didp": 0.271240234375, "hpsv2_diop": 0.251708984375, "hpsv2_oidp": 0.2354736328125, "hpsv2_oiop": 0.2491455078125 }
-1
1
flux_dev
[ [ -0.00592041015625, -0.0067596435546875 ], [ -1.66796875, 1.66015625 ] ]
{ "image_reward_didp": 0.58642578125, "image_reward_diop": 0.364013671875, "image_reward_oidp": 0.362548828125, "image_reward_oiop": 0.70263671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.621817588806152, -4.986908912658691 ], "hpsv3_diop": [ 10.922056198120117, -5.026334285736084 ], "hpsv3_oidp": [ 11.860837936401367, -5...
{ "distorted": { "preds": [ 0, 2, 2, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.02734375, 1.828125, 1.65625, 0.05615234375, 0.640625, 1.5625, 0.7578125, 0.205078125, 1.9921875, 0.1533...
0.983398
[ 0.2835802435874939, 0.7164198160171509 ]
[ 0.05039147287607193, 0.9496085047721863 ]
[ 0.08270263671875, 0.91748046875 ]
[ 0.49627888202667236, 0.5037211179733276 ]
10.922056
198
A baseball player is trying to hit the ball.
A baseball player swings at a ball, but the image is fragmented and broken, with jagged edges and pixelated textures. The background is absent or ugly, and details are rough, making objects indiscernible. The overall image feels unfinished and extremely low quality.
["background", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented and broken, jagged edges, pixelated textures, background is absent or ugly, details are rough, objects indiscernible, unfinished, extremely low quality.\n- fragmented and broken: Partially visible due to ver...
{ "hpsv2_didp": 0.3203125, "hpsv2_diop": 0.322509765625, "hpsv2_oidp": 0.299072265625, "hpsv2_oiop": 0.326904296875 }
-1
1
flux_dev
[ [ 1.2998046875, -1.3125 ], [ -0.1781005859375, 0.1708984375 ] ]
{ "image_reward_didp": 1.3671875, "image_reward_diop": 0.98388671875, "image_reward_oidp": 0.9736328125, "image_reward_oiop": 0.8486328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.773444175720215, -4.993112564086914 ], "hpsv3_diop": [ 14.162748336791992, -4.971621990203857 ], "hpsv3_oidp": [ 10.892256736755371, -5...
{ "distorted": { "preds": [ 1, 0, 1, 0, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.90234375, 0.5546875, 0.859375, 0.44140625, 0.3046875, 0.498046875, 0.828125, 0.859375, 2, 0.1572265625,...
0.106506
[ 0.32772544026374817, 0.6722745299339294 ]
[ 0.3822382688522339, 0.6177617311477661 ]
[ 0.414794921875, 0.5849609375 ]
[ 0.5001016855239868, 0.4998982846736908 ]
14.162748
199
Three woman and a man all sitting at a table on their cell phones.
Three women and a man sit at a table, all on cell phones, under flat, shadowless lighting. Ugly, clashing colors dominate—muddy greens, sickly yellows, and garish pinks. Faces and objects are distorted, edges blurred, proportions warped, creating an inauthentic, surreal scene.
["lighting distinction", "color aesthetic", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- flat, shadowless lighting: Visible. The lighting is very even and lacks strong shadows.\n- Ugly, clashing colors dominate—muddy greens, sickly yellows, and garish pinks: Visible. The background and lighting feature strong...
{ "hpsv2_didp": 0.32080078125, "hpsv2_diop": 0.267333984375, "hpsv2_oidp": 0.263916015625, "hpsv2_oiop": 0.291259765625 }
-1
1
flux_dev
[ [ 3.072265625, -3.09765625 ], [ -3.369140625, 3.376953125 ] ]
{ "image_reward_didp": -0.71044921875, "image_reward_diop": -0.165771484375, "image_reward_oidp": -1.5244140625, "image_reward_oiop": -0.153076171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.56523609161377, -4.989442825317383 ], "hpsv3_diop": [ 9.308612823486328, -4.945830821990967 ], "hpsv3_oidp": [ 12.160747528076172, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.1376953125, 1.9765625, 0.65234375, 0.08740234375, 0.8046875, 1.1640625, 0.8203125, 0.1533203125, 1.9921875, ...
0.556641
[ 0.24282336235046387, 0.7571766376495361 ]
[ 0.00001540756056783721, 0.999984622001648 ]
[ 0.281494140625, 0.71875 ]
[ 0.4977257549762726, 0.502274215221405 ]
9.308613