index
int64
prompt_original
string
prompt_distorted
string
selected_dims
string
llm_judge
dict
hpsv2_reward
dict
llm_selected
int64
blip_selected
int64
model
string
blip_score
list
image_reward
dict
hpsv3_reward
dict
rater
dict
blip_score_original
float64
pick_scores
list
clip_scores
list
mps_scores
list
hpsv1_scores
list
hpsv3_diop
float64
0
A standing toilet in a bathroom stall next to a trash can.
A standing toilet in a bathroom stall beside a trash can, rendered with no light or shadow, appearing random and unfinished, lacking clear intent or design, with flat, indistinct surfaces and no depth or texture.
["richness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- no light or shadow: Visible. The image uses flat colors with no discernible light source or shadows.\n- appearing random and unfinished: Partially visible. The overall style is simplistic and somewhat unfinished, but not ...
{ "hpsv2_didp": 0.2291259765625, "hpsv2_diop": 0.22900390625, "hpsv2_oidp": 0.2919921875, "hpsv2_oiop": 0.274658203125 }
1
1
nano-banana
[ [ -0.2286376953125, 0.221923828125 ], [ -1.1396484375, 1.134765625 ] ]
{ "image_reward_didp": 0.70947265625, "image_reward_diop": 0.4326171875, "image_reward_oidp": 0.8427734375, "image_reward_oiop": 0.75830078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.689342498779297, -4.920155048370361 ], "hpsv3_diop": [ 2.6279497146606445, -4.130467891693115 ], "hpsv3_oidp": [ 11.20141315460205, -5.0...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.6875, 0.828125, 0.92578125, 0.0498046875, 0.53125, 0.59765625, 0.56640625, 0.00701904296875, 1.515625, ...
0.739746
[ 0.7820444107055664, 0.2179555594921112 ]
[ 0.9138567447662354, 0.08614327013492584 ]
[ 0.9072265625, 0.09271240234375 ]
[ 0.500752329826355, 0.49924764037132263 ]
2.62795
1
A woman talking on a phone with a smile on her face.
A woman smiling while talking on a phone, surrounded by clashing, overexposed, and muddy colors; the image feels dark, random, and unfinished, with no clear design, emphasizing unpleasant, disharmonious tones.
["color aesthetic", "richness", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Clashing colors: Visible, the background has a mix of colors that don't harmonize.\n2. Overexposed colors: Partially visible, some areas in the background appear brighter and somewhat overexp...
{ "hpsv2_didp": 0.336669921875, "hpsv2_diop": 0.288330078125, "hpsv2_oidp": 0.292724609375, "hpsv2_oiop": 0.308349609375 }
1
1
nano-banana
[ [ 1.23046875, -1.251953125 ], [ -3.490234375, 3.498046875 ] ]
{ "image_reward_didp": 0.708984375, "image_reward_diop": 0.51953125, "image_reward_oidp": 0.28564453125, "image_reward_oiop": 1.6162109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 14.50979995727539, -4.957979679107666 ], "hpsv3_diop": [ 8.828288078308105, -4.895738124847412 ], "hpsv3_oidp": [ 15.466788291931152, -4.8...
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 0, 0, 2, 2, 0, 1 ], "scores": [ 0.765625, 0.890625, 0.59765625, 0.59375, 0.4765625, 0.6328125, 0.68359375, 1.34375, 1.9921875, 0.37695312...
0.902832
[ 0.09597550332546234, 0.9040245413780212 ]
[ 0.000011489785720186774, 0.9999885559082031 ]
[ 0.1441650390625, 0.85595703125 ]
[ 0.4966610074043274, 0.5033390522003174 ]
8.828288
2
A person riding a bike across a brick road.
A barely visible figure on a bike drifts across a flat, textureless brick road under uniform gray light—no shadows, no highlights, no focal point; the scene feels randomly assembled, unfinished, with the rider lost in visual noise and indistinct edges.
["richness", "lighting distinction", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n 1. Barely visible figure\n 2. Drifts across a flat, textureless brick road\n 3. Uniform gray light\n 4. No shadows\n 5. No highlights\n 6. No focal point\n 7. Randomly assembled\n 8. U...
{ "hpsv2_didp": 0.2166748046875, "hpsv2_diop": 0.1953125, "hpsv2_oidp": 0.304931640625, "hpsv2_oiop": 0.301513671875 }
1
1
nano-banana
[ [ -1.8642578125, 1.873046875 ], [ -2.703125, 2.71484375 ] ]
{ "image_reward_didp": 1.462890625, "image_reward_diop": 1.28515625, "image_reward_oidp": 1.890625, "image_reward_oiop": 1.8798828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.013354301452637, -5.015333652496338 ], "hpsv3_diop": [ -0.2972976267337799, -3.7776052951812744 ], "hpsv3_oidp": [ 9.869568824768066, -...
{ "distorted": { "preds": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1 ], "scores": [ 0.01165771484375, 0.134765625, 0.1064453125, 0.408203125, 0.228515625, 0.11669921875, 0.47265625, 0.095703125, ...
0.976563
[ 0.5569601655006409, 0.44303977489471436 ]
[ 0.0019205495482310653, 0.9980794191360474 ]
[ 0.51953125, 0.48046875 ]
[ 0.5009375214576721, 0.4990624189376831 ]
-0.297298
3
A man sitting on snow covered ground riding a snowboard.
A man sits on snow-covered ground, riding a snowboard, but the scene is distorted with warped limbs and unnatural proportions. Colors clash harshly, appearing overexposed and muddy. The image is overly dark, with inconsistent lighting, amplifying its inauthentic, surreal, and visually jarring aesthetic.
["detail realism", "object pairing", "color aesthetic", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Warped limbs: Visible, the man's arms are unnaturally long and thin.\n2. Unnatural proportions: Visible, related to the warped limbs.\n3. Colors clash harshly: Visible, the orange/brown sky clashes with the blue/green gr...
{ "hpsv2_didp": 0.2476806640625, "hpsv2_diop": 0.2000732421875, "hpsv2_oidp": 0.27734375, "hpsv2_oiop": 0.299072265625 }
1
1
nano-banana
[ [ 1.435546875, -1.453125 ], [ -2.771484375, 2.7734375 ] ]
{ "image_reward_didp": 0.78955078125, "image_reward_diop": 0.09552001953125, "image_reward_oidp": 0.63720703125, "image_reward_oiop": 0.8466796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.04263973236084, -4.8074517250061035 ], "hpsv3_diop": [ -2.0708019733428955, -3.7092483043670654 ], "hpsv3_oidp": [ 12.137131690979004, -...
{ "distorted": { "preds": [ 1, 1, 0, 1, 0, 0, 1, 2, 2, 0, 1 ], "scores": [ 0.70703125, 0.96875, 0.439453125, 0.68359375, 0.04248046875, 0.490234375, 0.90234375, 1.7578125, 1.640625, ...
0.947266
[ 0.18929444253444672, 0.8107055425643921 ]
[ 0.040651652961969376, 0.9593483209609985 ]
[ 0.85009765625, 0.1500244140625 ]
[ 0.4978938400745392, 0.5021061301231384 ]
-2.070802
4
Friends playing frisbee in the park in cooler weather
Friends playing frisbee in a park under dull, flat lighting with no shadows, creating a gloomy, blurry scene. Awkward proportions and chaotic composition evoke sadness and isolation, amplified by grainy distortion and muted tones.
["lighting distinction", "object pairing", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dull, flat lighting: Visible.\n- no shadows: Visible.\n- gloomy scene: Visible.\n- blurry scene: Visible.\n- awkward proportions: Not clearly visible, proportions seem normal.\n- chaotic compos...
{ "hpsv2_didp": 0.254638671875, "hpsv2_diop": 0.2386474609375, "hpsv2_oidp": 0.277099609375, "hpsv2_oiop": 0.29443359375 }
1
1
nano-banana
[ [ 1.8115234375, -1.833984375 ], [ -2.8515625, 2.85546875 ] ]
{ "image_reward_didp": 0.80908203125, "image_reward_diop": -0.291259765625, "image_reward_oidp": 1.1337890625, "image_reward_oiop": 0.86083984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.413920402526855, -4.932256698608398 ], "hpsv3_diop": [ 4.424748420715332, -4.08956241607666 ], "hpsv3_oidp": [ 9.964675903320312, -4.977...
{ "distorted": { "preds": [ 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.0732421875, 0.7421875, 0.46875, 0.0869140625, 0.71875, 0.2890625, 0.68359375, 0.294921875, 0.9453125, 0...
0.331299
[ 0.40014857053756714, 0.5998514294624329 ]
[ 0.270860493183136, 0.7291394472122192 ]
[ 0.319091796875, 0.6806640625 ]
[ 0.49912071228027344, 0.5008792877197266 ]
4.424748
5
Two vintage airplanes sitting parked in the grass.
Two vintage airplanes sit parked in grass, but they’re tiny, blurred, and shoved to the far edge—barely visible. The frame is dominated by empty, overexposed grass and sky. No focal point exists; composition feels accidental, like a forgotten snapshot with no intent or design.
["main object", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- tiny: Visible. The airplanes are very small in the frame.\n- blurred: Partially visible. The airplanes are somewhat blurred, but not extremely so.\n- shoved to the far edge: Visible. The airplanes are positioned at the very bo...
{ "hpsv2_didp": 0.2139892578125, "hpsv2_diop": 0.18798828125, "hpsv2_oidp": 0.294189453125, "hpsv2_oiop": 0.301025390625 }
1
1
nano-banana
[ [ -0.93505859375, 0.92822265625 ], [ -1.984375, 1.982421875 ] ]
{ "image_reward_didp": -0.92041015625, "image_reward_diop": -1.9189453125, "image_reward_oidp": 1.4208984375, "image_reward_oiop": 1.3701171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.835494041442871, -4.457579135894775 ], "hpsv3_diop": [ -7.371250629425049, -3.503100633621216 ], "hpsv3_oidp": [ 10.03787899017334, -4.9...
{ "distorted": { "preds": [ 1, 1, 0, 1, 0, 0, 1, 0, 1, 0, 0 ], "scores": [ 0.56640625, 0.77734375, 0.4375, 0.62109375, 0.5078125, 0.5625, 0.796875, 0.298828125, 1.0234375, 0.554687...
0.94873
[ 0.7244470715522766, 0.2755529284477234 ]
[ 0.9472722411155701, 0.05272774025797844 ]
[ 0.6875, 0.312255859375 ]
[ 0.5013970136642456, 0.4986030161380768 ]
-7.371251
6
The motor bike is resting against the building.
A dimly lit scene where a motorbike, barely visible and tucked into a shadowy corner against a building, blends into the gloom; its small, peripheral placement and muted tones make it indistinct, while the surrounding darkness and awkward framing create a visually discordant, unbalanced composition.
["main object", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- dimly lit scene: Visible.\n- barely visible: Visible.\n- tucked into a shadowy corner against a building: Visible.\n- blends into the gloom: Visible.\n- small, peripheral placement: Visible.\n- muted tones: Visible.\n- indisti...
{ "hpsv2_didp": 0.243408203125, "hpsv2_diop": 0.17626953125, "hpsv2_oidp": 0.2900390625, "hpsv2_oiop": 0.291015625 }
1
1
nano-banana
[ [ -0.640625, 0.63916015625 ], [ -2.322265625, 2.328125 ] ]
{ "image_reward_didp": 1.41796875, "image_reward_diop": 0.1995849609375, "image_reward_oidp": 0.56005859375, "image_reward_oiop": 1.2158203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.078319549560547, -4.938376426696777 ], "hpsv3_diop": [ 0.730448305606842, -3.8254849910736084 ], "hpsv3_oidp": [ 11.042854309082031, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.0888671875, 0.83203125, 0.8359375, 0.21875, 0.69921875, 1.03125, 0.6015625, 0.126953125, 1.9375, 0.2949...
0.891602
[ 0.3934205174446106, 0.6065794229507446 ]
[ 0.02089502289891243, 0.9791049361228943 ]
[ 0.310791015625, 0.689453125 ]
[ 0.49920737743377686, 0.5007926225662231 ]
0.730448
7
A stop sign is viewed from a low angle.
A low-angle view of a stop sign, barely noticeable and small in the frame, with a blurry, pixelated, and unappealing background that lacks detail or context, making the sign inconspicuous and visually unremarkable.
["background", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: barely noticeable and small in the frame, blurry, pixelated, unappealing background, lacks detail or context, inconspicuous, visually unremarkable.\n- 'barely noticeable and small in the frame': The stop sign is clearl...
{ "hpsv2_didp": 0.2127685546875, "hpsv2_diop": 0.197265625, "hpsv2_oidp": 0.256591796875, "hpsv2_oiop": 0.265625 }
1
1
nano-banana
[ [ 1.041015625, -1.05859375 ], [ -2.5, 2.498046875 ] ]
{ "image_reward_didp": 0.9140625, "image_reward_diop": 0.07049560546875, "image_reward_oidp": 0.931640625, "image_reward_oiop": 1.025390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.13937759399414, -4.9533915519714355 ], "hpsv3_diop": [ 6.255819320678711, -4.579671382904053 ], "hpsv3_oidp": [ 10.475769996643066, -5.0...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0 ], "scores": [ 0.037353515625, 0.016357421875, 0.8359375, 0.0849609375, 0.1728515625, 0.095703125, 0.41015625, 0.24609375, 0.7...
0.421143
[ 0.6601466536521912, 0.33985328674316406 ]
[ 0.24702756106853485, 0.752972424030304 ]
[ 0.73095703125, 0.26904296875 ]
[ 0.5023077726364136, 0.49769219756126404 ]
6.255819
8
A young boy swinging a bat at a ball.
A distorted, ugly-colored scene where a boy’s bat swing is deformed, colors clash harshly, and the boy is tiny and peripheral, evoking unease and frustration through unnatural details and overwhelming visual discord.
["detail realism", "color aesthetic", "main object", "emotion"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted, ugly-colored scene: Not visible, the image is a solid blue.\n- boy’s bat swing is deformed: Not visible, no boy or bat swing.\n- colors clash harshly: Not visible, only one color.\n- ...
{ "hpsv2_didp": 0.08526611328125, "hpsv2_diop": 0.08819580078125, "hpsv2_oidp": 0.25244140625, "hpsv2_oiop": 0.304443359375 }
1
0
nano-banana
[ [ 0.583984375, -0.58642578125 ], [ -0.8251953125, 0.8271484375 ] ]
{ "image_reward_didp": -0.068115234375, "image_reward_diop": -1.9599609375, "image_reward_oidp": 1.4033203125, "image_reward_oiop": 1.6318359375 }
{ "hpsv3_didp": [ 9.218777656555176, -4.9418463706970215 ], "hpsv3_diop": [ -6.485098838806152, -3.6993260383605957 ], "hpsv3_oidp": [ 13.078909873962402, -5.020369052886963 ], "hpsv3_oiop": [ 11.626852989196777, -5.048550605773926 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 0, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.02001953125, 0.9453125, 0.470703125, 0.65625, 0.70703125, 0.5, 0.8359375, 0.8671875, 1.1015625, 0.22363...
0.882324
[ 0.4783627390861511, 0.5216372609138489 ]
[ 0.5929456353187561, 0.4070543944835663 ]
[ 0.75927734375, 0.24072265625 ]
[ 0.5022653341293335, 0.4977346360683441 ]
-6.485099
9
A green and blue fire hydrant sitting on a sidewalk.
A green and blue fire hydrant on a dark, fragmented sidewalk, its surface rough and broken, evoking creepiness and loneliness through jagged, indistinct edges and oppressive shadows.
["emotion", "color brightness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- dark: Visible.\n- fragmented sidewalk: Visible.\n- surface rough and broken: Visible.\n- evoking creepiness and loneliness: Subjective, but the overall mood supports this.\n- jagged, indistinct edges: Visible on the sidewalk f...
{ "hpsv2_didp": 0.251708984375, "hpsv2_diop": 0.17041015625, "hpsv2_oidp": 0.299560546875, "hpsv2_oiop": 0.28662109375 }
1
1
nano-banana
[ [ 0.2459716796875, -0.263916015625 ], [ -3.185546875, 3.1953125 ] ]
{ "image_reward_didp": -1.474609375, "image_reward_diop": -2.205078125, "image_reward_oidp": 0.6181640625, "image_reward_oiop": 1.408203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.675541877746582, -4.794137477874756 ], "hpsv3_diop": [ -5.0919694900512695, -3.8628482818603516 ], "hpsv3_oidp": [ 13.624482154846191, -...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.029296875, 1.515625, 0.75390625, 0.01434326171875, 0.71875, 1.125, 0.734375, 0.271484375, 1.984375, 0.0...
0.992188
[ 0.386125773191452, 0.6138741970062256 ]
[ 0.3088693916797638, 0.6911305785179138 ]
[ 0.403564453125, 0.59619140625 ]
[ 0.49624103307724, 0.50375896692276 ]
-5.091969
10
Motorcyclers in a race leaning into a turn on the track
Motorcyclers race, leaning into a turn, but the image lacks clear intent—blurred, fragmented, and randomly composed, with no prominent main object, making them small, peripheral, and unnoticeable amid chaotic, unfinished visual noise.
["richness", "main object"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Main visual effects mentioned: blurred, fragmented, randomly composed, no prominent main object, small, peripheral, unnoticeable, chaotic, unfinished visual noise.\n- Blurred: Partially visible, some elements have motion blur or are slightly out of ...
{ "hpsv2_didp": 0.208740234375, "hpsv2_diop": 0.2108154296875, "hpsv2_oidp": 0.268310546875, "hpsv2_oiop": 0.290771484375 }
1
1
nano-banana
[ [ -1.3876953125, 1.39453125 ], [ -1.6650390625, 1.671875 ] ]
{ "image_reward_didp": 1.4462890625, "image_reward_diop": 1.0576171875, "image_reward_oidp": 1.6611328125, "image_reward_oiop": 1.4423828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 4.0273756980896, -4.216066837310791 ], "hpsv3_diop": [ -5.691608905792236, -3.794952869415283 ], "hpsv3_oidp": [ 9.850845336914062, -4.939...
{ "distorted": { "preds": [ 1, 1, 0, 1, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.6796875, 0.7578125, 0.4375, 0.66015625, 0.048095703125, 0.1416015625, 0.80078125, 0.44140625, 0.8125, 0...
0.964844
[ 0.8172125816345215, 0.18278737366199493 ]
[ 0.0008432479226030409, 0.9991567134857178 ]
[ 0.88427734375, 0.115966796875 ]
[ 0.502869188785553, 0.4971308708190918 ]
-5.691609
11
two frisbee players on a field and some spectators
Two frisbee players stand motionless on a flat, gray field under uniform dimness—no shadows, no highlights—while blurred spectators loom in the periphery, their faces indistinct, evoking unease. The players are small, lost in the frame, their poses awkwardly mismatched, creating a hollow, dissonant scene that feels emo...
["lighting distinction", "emotion", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - \"Two frisbee players stand motionless\": Visible. The players are static.\n - \"on a flat, gray field\": Visible. The field is flat and gray.\n - \"under uniform dimness\": Visible. The lighting is uniformly d...
{ "hpsv2_didp": 0.2064208984375, "hpsv2_diop": 0.159912109375, "hpsv2_oidp": 0.2491455078125, "hpsv2_oiop": 0.29638671875 }
1
1
nano-banana
[ [ 0.9482421875, -0.95751953125 ], [ -1.072265625, 1.068359375 ] ]
{ "image_reward_didp": -0.07672119140625, "image_reward_diop": -1.1865234375, "image_reward_oidp": -0.53662109375, "image_reward_oiop": 0.6328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.834939479827881, -4.616206169128418 ], "hpsv3_diop": [ 0.25772547721862793, -3.83626389503479 ], "hpsv3_oidp": [ 9.233210563659668, -4.9...
{ "distorted": { "preds": [ 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.5703125, 0.6640625, 0.73046875, 0.6796875, 0.9140625, 0.466796875, 0.7578125, 0.205078125, 0.765625, 0....
0.885254
[ 0.5253245830535889, 0.47467541694641113 ]
[ 0.9999985694885254, 0.0000014067447864363203 ]
[ 0.1871337890625, 0.81298828125 ]
[ 0.5013235807418823, 0.4986764192581177 ]
0.257725
12
A person throws a frisbee on the field.
A person throws a frisbee on a desolate field under a gray, oppressive sky; the scene feels unfinished, evoking loneliness and anxiety through its eerie emptiness and lack of purpose.
["emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - desolate field: Visible. The field appears barren and empty.\n - gray, oppressive sky: Visible. The sky is dark and overcast.\n - scene feels unfinished: Subjective, but the overall mood contributes to this.\n ...
{ "hpsv2_didp": 0.2464599609375, "hpsv2_diop": 0.1671142578125, "hpsv2_oidp": 0.2880859375, "hpsv2_oiop": 0.284423828125 }
1
1
nano-banana
[ [ 3.2265625, -3.251953125 ], [ -3.88671875, 3.904296875 ] ]
{ "image_reward_didp": 1.49609375, "image_reward_diop": -0.2822265625, "image_reward_oidp": -0.308349609375, "image_reward_oiop": 0.83642578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.396881103515625, -4.742440223693848 ], "hpsv3_diop": [ -2.4818203449249268, -3.9224650859832764 ], "hpsv3_oidp": [ 12.586665153503418, -...
{ "distorted": { "preds": [ 1, 1, 1, 2, 0, 1, 1, 0, 1, 1, 1 ], "scores": [ 0.8359375, 0.9375, 0.8359375, 1.0625, 0.2265625, 0.7890625, 0.828125, 0.0361328125, 0.953125, 0.62109375,...
0.416992
[ 0.29126977920532227, 0.7087302207946777 ]
[ 0.003185345558449626, 0.9968146681785583 ]
[ 0.80908203125, 0.190673828125 ]
[ 0.49579060077667236, 0.5042093992233276 ]
-2.48182
13
A WHITE KITCHEN WITH ALL THE APPLIANCES AND COMPUTER AREA
A white kitchen with appliances and a computer area appears blurry, with noise distorting edges, mismatched proportions, and chaotic composition, lacking clear intent or design, making it seem random and unfinished.
["object pairing", "richness", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Blurry: The image does not appear blurry.\n2. Noise distorting edges: There is significant pixel noise throughout the image, which distorts edges.\n3. Mismatched proportions: Proportions of ob...
{ "hpsv2_didp": 0.282470703125, "hpsv2_diop": 0.251708984375, "hpsv2_oidp": 0.289794921875, "hpsv2_oiop": 0.292236328125 }
1
1
nano-banana
[ [ -0.35009765625, 0.334716796875 ], [ -1.41015625, 1.404296875 ] ]
{ "image_reward_didp": 1.2490234375, "image_reward_diop": 1.3037109375, "image_reward_oidp": 1.1982421875, "image_reward_oiop": 1.56640625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.095757484436035, -4.994045257568359 ], "hpsv3_diop": [ 4.809826850891113, -4.244517803192139 ], "hpsv3_oidp": [ 11.481090545654297, -5....
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 2, 0, 2 ], "scores": [ 0.439453125, 1.328125, 0.59375, 0.01611328125, 0.92578125, 0.7890625, 0.88671875, 0.408203125, 1.9609375, ...
0.996094
[ 0.39903655648231506, 0.6009634137153625 ]
[ 0.932174563407898, 0.06782545149326324 ]
[ 0.1943359375, 0.8056640625 ]
[ 0.5031288266181946, 0.49687108397483826 ]
4.809827
14
Two unmade double beds in a hotel room.
Two unmade double beds in a hotel room appear blurred and distorted, with no prominent focus, chaotic composition, and mismatched proportions, creating a random, unfinished, and visually disharmonious scene.
["richness", "main object", "clarity", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurred and distorted: Visible, the image is out of focus.\n- no prominent focus: Visible, no single element is sharply in focus.\n- chaotic composition: Not clearly visible, the composition i...
{ "hpsv2_didp": 0.251220703125, "hpsv2_diop": 0.248779296875, "hpsv2_oidp": 0.29296875, "hpsv2_oiop": 0.30712890625 }
1
1
nano-banana
[ [ -0.28076171875, 0.257080078125 ], [ -3.14453125, 3.14453125 ] ]
{ "image_reward_didp": 0.89697265625, "image_reward_diop": 0.7666015625, "image_reward_oidp": 0.254150390625, "image_reward_oiop": 0.57080078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.378983497619629, -5.041900157928467 ], "hpsv3_diop": [ 7.404825210571289, -4.777604103088379 ], "hpsv3_oidp": [ 12.317729949951172, -5....
{ "distorted": { "preds": [ 1, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1 ], "scores": [ 0.68359375, 0.65625, 0.81640625, 0.380859375, 0.8046875, 0.376953125, 0.71484375, 0.2119140625, 0.271484375, ...
0.951172
[ 0.5174437165260315, 0.4825562536716461 ]
[ 0.018861062824726105, 0.9811388850212097 ]
[ 0.33984375, 0.66015625 ]
[ 0.4988396167755127, 0.5011604428291321 ]
7.404825
15
A white bus driving down a street next to a truck.
A white bus and truck drive down a street, but the image is heavily distorted with blurred, noisy textures, warped edges, and inconsistent proportions, making realism inauthentic even when scaled down.
["detail realism", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavily distorted: Visible, the image has a general distorted quality.\n- blurred: Visible, especially in the background and edges.\n- noisy textures: Visible, a grainy texture is present throughout.\n- warped edges: ...
{ "hpsv2_didp": 0.306640625, "hpsv2_diop": 0.27587890625, "hpsv2_oidp": 0.261962890625, "hpsv2_oiop": 0.267578125 }
1
1
nano-banana
[ [ -0.5869140625, 0.56298828125 ], [ -3.1484375, 3.142578125 ] ]
{ "image_reward_didp": 0.9599609375, "image_reward_diop": 0.64599609375, "image_reward_oidp": 1.296875, "image_reward_oiop": 1.375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.552826881408691, -5.037696361541748 ], "hpsv3_diop": [ 11.754988670349121, -5.039196491241455 ], "hpsv3_oidp": [ 13.112122535705566, -5...
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.98046875, 0.9609375, 0.59375, 0.59375, 0.171875, 0.75, 0.6796875, 0.85546875, 1.890625, 0.70703125, ...
0.937988
[ 0.3322071433067322, 0.6677928566932678 ]
[ 0.0009214047458954155, 0.999078631401062 ]
[ 0.388671875, 0.611328125 ]
[ 0.4984869360923767, 0.5015131235122681 ]
11.754989
16
a green double Decker bus stopped on the street
A green double-decker bus is barely visible, lost in a blurry, noisy mess with garish, clashing colors. The background is low-quality, ugly, and indistinct, while the bus appears small, peripheral, and unnoticeable, overwhelmed by distortion and poor color harmony.
["background", "main object", "clarity", "color aesthetic"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- barely visible: The bus is quite visible, not barely visible.\n- lost in a blurry, noisy mess: The image has noise and some blur, but the bus isn't 'lost'.\n- garish, clashing colors: There are...
{ "hpsv2_didp": 0.242919921875, "hpsv2_diop": 0.21044921875, "hpsv2_oidp": 0.30078125, "hpsv2_oiop": 0.32861328125 }
1
1
nano-banana
[ [ 0.2646484375, -0.280517578125 ], [ -2.521484375, 2.51953125 ] ]
{ "image_reward_didp": -0.1578369140625, "image_reward_diop": -1.4287109375, "image_reward_oidp": 0.052032470703125, "image_reward_oiop": 1.16796875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 4.41633939743042, -4.216482639312744 ], "hpsv3_diop": [ -7.987136363983154, -3.2564327716827393 ], "hpsv3_oidp": [ 12.337038040161133, -5....
{ "distorted": { "preds": [ 1, 1, 0, 1, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.53125, 0.7265625, 0.294921875, 0.734375, 0.1083984375, 0.1337890625, 0.57421875, 0.384765625, 1.03125, ...
0.700195
[ 0.7251394987106323, 0.2748604714870453 ]
[ 0.0015454789390787482, 0.9984545707702637 ]
[ 0.93798828125, 0.0618896484375 ]
[ 0.5029348134994507, 0.4970652163028717 ]
-7.987136
17
A produce market of radishes, carrots, and celery.
A cluttered produce market with radishes, carrots, and celery barely visible, lost among indistinct shapes; the background is grainy, washed-out, and featureless, making the vegetables appear small, peripheral, and unnoticeable.
["main object", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: 'cluttered', 'barely visible', 'lost among indistinct shapes', 'grainy background', 'washed-out background', 'featureless background', 'vegetables appear small', 'peripheral', 'unnoticeable'.\n- 'cluttered': Yes, there...
{ "hpsv2_didp": 0.196533203125, "hpsv2_diop": 0.1773681640625, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.304931640625 }
1
1
nano-banana
[ [ -0.00286865234375, -0.0059661865234375 ], [ -2.23046875, 2.23046875 ] ]
{ "image_reward_didp": 0.18603515625, "image_reward_diop": -0.56884765625, "image_reward_oidp": 0.76513671875, "image_reward_oiop": 1.033203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.452049255371094, -4.865951061248779 ], "hpsv3_diop": [ 4.970325946807861, -4.279536724090576 ], "hpsv3_oidp": [ 12.521116256713867, -5.0...
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1 ], "scores": [ 0.0673828125, 0.73046875, 0.87109375, 0.1748046875, 0.51171875, 0.8828125, 0.8671875, 0.19140625, 0.068359375, ...
0.991211
[ 0.5033125281333923, 0.4966874420642853 ]
[ 0.00017512131307739764, 0.9998249411582947 ]
[ 0.89404296875, 0.10595703125 ]
[ 0.5001628994941711, 0.4998370409011841 ]
4.970326
18
A glass vase filled with lots of flowers.
A glass vase filled with flowers appears chaotic and mismatched, lacking harmony or proportion. The composition feels random and unfinished, with no clear intent. Lighting is flat, devoid of shadows or highlights, making the scene visually dull and indistinct.
["object pairing", "richness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - chaotic and mismatched\n - lacking harmony or proportion\n - random and unfinished composition\n - no clear intent\n - flat lighting\n - devoid of shadows or highlights\n - visually ...
{ "hpsv2_didp": 0.287109375, "hpsv2_diop": 0.266845703125, "hpsv2_oidp": 0.35009765625, "hpsv2_oiop": 0.354248046875 }
1
1
nano-banana
[ [ 1.6259765625, -1.654296875 ], [ 0.2056884765625, -0.2315673828125 ] ]
{ "image_reward_didp": 0.81201171875, "image_reward_diop": 1.4189453125, "image_reward_oidp": 1.0263671875, "image_reward_oiop": 1.6923828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.614080429077148, -5.024874687194824 ], "hpsv3_diop": [ 12.769824028015137, -5.043031692504883 ], "hpsv3_oidp": [ 14.16319465637207, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 1, 1 ], "scores": [ 0.01611328125, 1.828125, 0.94921875, 0.296875, 0.7109375, 1.3671875, 0.82421875, 0.423828125, 2, 0.816406...
0.553223
[ 0.3812294900417328, 0.6187705397605896 ]
[ 0.1695707142353058, 0.8304292559623718 ]
[ 0.5947265625, 0.405517578125 ]
[ 0.500669002532959, 0.499330997467041 ]
12.769824
19
Two people are standing at a street corner and one of them is using an umbrella.
Two people stand at a street corner; one holds an umbrella, but the low-quality, ugly background and disharmonious pairing evoke loneliness and anxiety, with mismatched proportions and chaotic composition amplifying discomfort.
["background", "object pairing", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- low-quality, ugly background: Visible. The background buildings are dilapidated and the overall scene is grim.\n- disharmonious pairing: Visible. The two figures are gaunt and unsettling, and the bright umbrella cont...
{ "hpsv2_didp": 0.27685546875, "hpsv2_diop": 0.268798828125, "hpsv2_oidp": 0.315673828125, "hpsv2_oiop": 0.332763671875 }
1
1
nano-banana
[ [ -0.08392333984375, 0.0721435546875 ], [ -2.1171875, 2.111328125 ] ]
{ "image_reward_didp": 1.58984375, "image_reward_diop": 0.7578125, "image_reward_oidp": 0.59326171875, "image_reward_oiop": 0.6357421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.55949592590332, -5.036752700805664 ], "hpsv3_diop": [ 6.666463851928711, -4.658719062805176 ], "hpsv3_oidp": [ 14.564141273498535, -4.9...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.421875, 1.6640625, 0.9296875, 0.022705078125, 0.91796875, 1.3671875, 0.56640625, 0.36328125, 2, 0.03588...
0.608398
[ 0.7849442958831787, 0.2150556594133377 ]
[ 0.020701615139842033, 0.9792983531951904 ]
[ 0.9306640625, 0.06927490234375 ]
[ 0.4986504316329956, 0.5013495087623596 ]
6.666464
20
a bathroom with a mirror and sink inside of it
A dim, poorly lit bathroom with a mirror and sink, lacking shadows or light effects, appearing unfinished and random, with a low-quality, indistinct, or ugly background, emphasizing darkness and lack of design intent.
["color brightness", "richness", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim, poorly lit: Visible, the room is not well lit.\n- lacking shadows or light effects: Partially visible, there are some shadows but they are not prominent.\n- appearing unfinished and rando...
{ "hpsv2_didp": 0.2286376953125, "hpsv2_diop": 0.185302734375, "hpsv2_oidp": 0.26611328125, "hpsv2_oiop": 0.27001953125 }
1
1
nano-banana
[ [ 1.7080078125, -1.73828125 ], [ 1.095703125, -1.1171875 ] ]
{ "image_reward_didp": 0.2457275390625, "image_reward_diop": -0.188720703125, "image_reward_oidp": 0.411865234375, "image_reward_oiop": 0.308837890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.415336608886719, -5.028913974761963 ], "hpsv3_diop": [ -0.9943129420280457, -3.8221747875213623 ], "hpsv3_oidp": [ 12.12528133392334, -...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.98046875, 1.6015625, 0.7421875, 0.0147705078125, 0.90234375, 1.3203125, 0.62890625, 0.185546875, 1.96875, ...
0.506836
[ 0.22475393116474152, 0.7752461433410645 ]
[ 0.21255238354206085, 0.7874476313591003 ]
[ 0.74169921875, 0.25830078125 ]
[ 0.4991883337497711, 0.5008116960525513 ]
-0.994313
21
A black cow with horns standing on a field.
A black cow with horns stands on a field, but its horns melt into its head, legs warp into stubs, and the field dissolves into pixelated static; background is absent or glitched with muddy smears; the image feels randomly generated, lacking intent, with obvious distortion even when scaled down.
["detail realism", "background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: horns melt into its head, legs warp into stubs, field dissolves into pixelated static, background is absent or glitched with muddy smears, image feels randomly generated, lacking intent, with obvious distortion even w...
{ "hpsv2_didp": 0.299560546875, "hpsv2_diop": 0.2724609375, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.320556640625 }
1
1
nano-banana
[ [ -0.1727294921875, 0.1494140625 ], [ -4.59765625, 4.60546875 ] ]
{ "image_reward_didp": 1.71875, "image_reward_diop": 1.5439453125, "image_reward_oidp": 1.443359375, "image_reward_oiop": 1.5869140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.668180465698242, -4.978508949279785 ], "hpsv3_diop": [ 3.9550273418426514, -4.143535137176514 ], "hpsv3_oidp": [ 12.605077743530273, -5....
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.01422119140625, 0.12255859375, 0.62109375, 0.0223388671875, 0.0208740234375, 0.208984375, 0.77734375, 0.1494140625,...
0.977539
[ 0.16525261104106903, 0.834747314453125 ]
[ 5.811151027046435e-7, 0.9999994039535522 ]
[ 0.07861328125, 0.92138671875 ]
[ 0.49603503942489624, 0.503964900970459 ]
3.955027
22
A herd of wild zebra grazing in a green grass covered field.
A distorted, darkened herd of zebra grazes in a gloomy, unnaturally green field; their bodies warped and mismatched, evoking unease and loneliness, with heavy shadows and inauthentic textures amplifying a sense of creeping dread and visual dissonance.
["object pairing", "emotion", "detail realism", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- distorted: The zebras have branches growing out of their backs, and their eyes glow purple, indicating distortion.\n- darkened: The overall scene is dark and gloomy.\n- gloomy: The atmosphere is clearly gloomy with dark clouds...
{ "hpsv2_didp": 0.2646484375, "hpsv2_diop": 0.2060546875, "hpsv2_oidp": 0.29638671875, "hpsv2_oiop": 0.279052734375 }
1
1
nano-banana
[ [ 1.1748046875, -1.193359375 ], [ -3.521484375, 3.529296875 ] ]
{ "image_reward_didp": 1.322265625, "image_reward_diop": 0.37255859375, "image_reward_oidp": 0.623046875, "image_reward_oiop": 0.9990234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.189932823181152, -4.990555286407471 ], "hpsv3_diop": [ 1.1669174432754517, -3.8014132976531982 ], "hpsv3_oidp": [ 11.865334510803223, -...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 0, 1, 2, 0, 2 ], "scores": [ 0.515625, 1.0234375, 0.75390625, 0.68359375, 0.76171875, 0.96875, 0.390625, 0.796875, 1.8671875, 0.328125...
0.808594
[ 0.1843688040971756, 0.8156312108039856 ]
[ 0.07372179627418518, 0.9262782335281372 ]
[ 0.8173828125, 0.182373046875 ]
[ 0.4930524230003357, 0.5069475769996643 ]
1.166917
23
A person on a skateboard does an air trick.
A person on a skateboard performs an air trick, but the board and limbs are grotesquely distorted, proportions mismatched, and the background clashes chaotically, creating an inauthentic, disharmonious visual with glaring realism flaws.
["object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- board grotesquely distorted: Visible, the skateboard is wavy and bent.\n- limbs are grotesquely distorted: Visible, one arm and one leg are muscular and red, while the other arm and leg are skeletal.\n- proportions m...
{ "hpsv2_didp": 0.25830078125, "hpsv2_diop": 0.2391357421875, "hpsv2_oidp": 0.286865234375, "hpsv2_oiop": 0.312255859375 }
1
1
nano-banana
[ [ 0.865234375, -0.87353515625 ], [ -1.98828125, 1.990234375 ] ]
{ "image_reward_didp": 1.3876953125, "image_reward_diop": 0.452392578125, "image_reward_oidp": 0.188232421875, "image_reward_oiop": 0.52197265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.44931697845459, -4.928790092468262 ], "hpsv3_diop": [ 1.4799776077270508, -3.849546432495117 ], "hpsv3_oidp": [ 12.207488059997559, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 0, 0, 1, 2, 0, 2 ], "scores": [ 0.189453125, 1.6484375, 0.65234375, 0.62890625, 0.4140625, 0.61328125, 0.4453125, 0.875, 1.734375, 0.0561...
0.308594
[ 0.5959734916687012, 0.40402647852897644 ]
[ 0.0037429286167025566, 0.9962570667266846 ]
[ 0.99169921875, 0.0083160400390625 ]
[ 0.49890363216400146, 0.5010963678359985 ]
1.479978
24
A man holding a box filled with green salad.
A man holds a box of green salad under dim, dark lighting, with clashing, unpleasant colors and a low-quality, unappealing background that lacks harmony and feels abrupt, emphasizing the image's overall ugliness.
["color brightness", "color aesthetic", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim, dark lighting: Visible.\n- clashing, unpleasant colors: Visible (e.g., bright yellow, purple, green, brick red, floral curtain).\n- low-quality, unappealing background: Visible (peeling p...
{ "hpsv2_didp": 0.2890625, "hpsv2_diop": 0.265380859375, "hpsv2_oidp": 0.29296875, "hpsv2_oiop": 0.323974609375 }
1
1
nano-banana
[ [ -1.3505859375, 1.337890625 ], [ -4.40625, 4.41796875 ] ]
{ "image_reward_didp": 1.9501953125, "image_reward_diop": 1.9189453125, "image_reward_oidp": 1.1572265625, "image_reward_oiop": 1.5947265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.024283409118652, -5.028193950653076 ], "hpsv3_diop": [ 8.042444229125977, -4.835433006286621 ], "hpsv3_oidp": [ 13.25580883026123, -5.0...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.484375, 1.2890625, 0.87890625, 0.0019989013671875, 0.84765625, 1.28125, 0.93359375, 0.11328125, 2, 0.11...
0.999512
[ 0.6134713292121887, 0.3865286707878113 ]
[ 0.02282491698861122, 0.9771750569343567 ]
[ 0.458984375, 0.541015625 ]
[ 0.501606822013855, 0.49839311838150024 ]
8.042444
25
A sliver and yellow train in a train station next to men standing.
A sliver and yellow train in a station, distorted with heavy deformation, fragmented edges, and rough textures; men nearby appear blurred and unnatural, evoking creepiness and anxiety through inauthentic, broken realism.
["detail realism", "detail refinement", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: heavy deformation, fragmented edges, rough textures, men nearby appear blurred and unnatural, evoking creepiness and anxiety through inauthentic, broken realism.\n- 'heavy deformation': Visible on the train, which appears ...
{ "hpsv2_didp": 0.309814453125, "hpsv2_diop": 0.269775390625, "hpsv2_oidp": 0.298828125, "hpsv2_oiop": 0.32421875 }
1
1
nano-banana
[ [ 1.671875, -1.693359375 ], [ -3.21484375, 3.22265625 ] ]
{ "image_reward_didp": 1.2734375, "image_reward_diop": 1.4482421875, "image_reward_oidp": 0.393310546875, "image_reward_oiop": 1.4365234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.499115943908691, -5.037076950073242 ], "hpsv3_diop": [ 10.04631519317627, -5.0084404945373535 ], "hpsv3_oidp": [ 13.795909881591797, -4...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 2 ], "scores": [ 0.08984375, 1.34375, 0.81640625, 0.03515625, 0.8515625, 1.1953125, 0.734375, 0.6484375, 1.9921875, 0.0329...
0.998535
[ 0.13073888421058655, 0.8692611455917358 ]
[ 0.000011912370609934442, 0.9999880790710449 ]
[ 0.29736328125, 0.70263671875 ]
[ 0.49333831667900085, 0.5066617727279663 ]
10.046315
26
A book laying on top of a bed next to a pillow.
A blurry, disharmonious book lies awkwardly on a bed beside a pillow, evoking loneliness and emptiness, with chaotic proportions and distorted noise, lacking clear intent or design, appearing unfinished and unsettling.
["object pairing", "richness", "emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: blurry, disharmonious, awkwardly, loneliness and emptiness, chaotic proportions, distorted noise, lacking clear intent or design, unfinished, unsettling.\n- 'blurry': Partially visible, the background is slightly out ...
{ "hpsv2_didp": 0.29296875, "hpsv2_diop": 0.26220703125, "hpsv2_oidp": 0.301513671875, "hpsv2_oiop": 0.297607421875 }
1
1
nano-banana
[ [ -0.012969970703125, -0.0191802978515625 ], [ -3.486328125, 3.482421875 ] ]
{ "image_reward_didp": 1.1650390625, "image_reward_diop": 1.7421875, "image_reward_oidp": 1.0361328125, "image_reward_oiop": 1.6982421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.677848815917969, -5.035761833190918 ], "hpsv3_diop": [ 6.87941312789917, -4.637296676635742 ], "hpsv3_oidp": [ 11.531879425048828, -5.0...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1 ], "scores": [ 0.3203125, 0.84765625, 0.56640625, 0.24609375, 0.6953125, 0.9375, 0.796875, 0.94140625, 1.203125, 0.67968...
0.985352
[ 0.337003618478775, 0.6629963517189026 ]
[ 0.014175244607031345, 0.9858248233795166 ]
[ 0.1871337890625, 0.81298828125 ]
[ 0.49880579113960266, 0.501194179058075 ]
6.879413
27
a dog with shoes and a backpack standing next to car
A blurry, noise-distorted image where a dog with shoes and a backpack stands beside a car, but the scene is so indistinct that no main object dominates, appearing small, peripheral, and unnoticeable amid visual distortion.
["main object", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned:\n1. Blurry: The image is significantly blurry, especially the background and the car.\n2. Noise-distorted: There is noticeable noise and pixelation throughout the image.\n3. Scene is so indistinct that no main object dominate...
{ "hpsv2_didp": 0.2254638671875, "hpsv2_diop": 0.1954345703125, "hpsv2_oidp": 0.2978515625, "hpsv2_oiop": 0.299072265625 }
1
1
nano-banana
[ [ -0.67919921875, 0.66064453125 ], [ -3.482421875, 3.482421875 ] ]
{ "image_reward_didp": -0.489501953125, "image_reward_diop": -1.4267578125, "image_reward_oidp": 0.92041015625, "image_reward_oiop": 1.2392578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.848846435546875, -4.657185077667236 ], "hpsv3_diop": [ -4.275633335113525, -3.8144278526306152 ], "hpsv3_oidp": [ 9.3075532913208, -4.95...
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.00121307373046875, 0.5703125, 0.119140625, 0.24609375, 0.1220703125, 0.1748046875, 0.80078125, 0.68359375, 1....
0.992676
[ 0.6050053238868713, 0.39499467611312866 ]
[ 0.00017306524387095124, 0.999826967716217 ]
[ 0.693359375, 0.306640625 ]
[ 0.5017580986022949, 0.4982418417930603 ]
-4.275633
28
A Disney hotel bed with towels folded into an elephant wearing sunglasses.
A Disney hotel bed with towels folded into an elephant wearing sunglasses, rendered in flat, uniform lighting with no shadows or depth, appearing random and unfinished, lacking clear design intent or visual focus.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt: flat, uniform lighting, no shadows, no depth, appearing random, unfinished, lacking clear design intent, lacking visual focus.\n- Check each effect:\n - flat, uniform lighting: Partially visib...
{ "hpsv2_didp": 0.289794921875, "hpsv2_diop": 0.28857421875, "hpsv2_oidp": 0.06976318359375, "hpsv2_oiop": 0.055084228515625 }
1
1
nano-banana
[ [ -4.4375, 4.4453125 ], [ -3.916015625, 3.91796875 ] ]
{ "image_reward_didp": 0.35888671875, "image_reward_diop": 0.37451171875, "image_reward_oidp": 1.626953125, "image_reward_oiop": 1.6728515625 }
{ "hpsv3_didp": [ 9.052581787109375, -4.947020053863525 ], "hpsv3_diop": [ 9.037727355957031, -4.947475910186768 ], "hpsv3_oidp": [ 10.818754196166992, -5.037269115447998 ], "hpsv3_oiop": [ 11.153875350952148, -5.05518913269043 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.0927734375, 1.375, 0.89453125, 0.0068359375, 0.87109375, 1.125, 0.91015625, 0.1142578125, 1.9609375, 0....
1
[ 0.9628508687019348, 0.03714916482567787 ]
[ 0.9456443786621094, 0.05435557663440704 ]
[ 0.96484375, 0.035003662109375 ]
[ 0.506248414516449, 0.49375155568122864 ]
9.037727
29
A group of giraffe standing next to each other.
A group of giraffes stands indistinctly, their forms fragmented and blurred, edges jagged and rough, rendering them unrecognizable. The image feels broken, with no prominent subject, evoking unease and frustration through its chaotic, indecipherable texture.
["detail refinement", "main object", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- indistinctly: Not visible, the giraffes are clearly distinct.\n- forms fragmented: Visible, the image has a shattered glass effect.\n- blurred: Not visible, the giraffes are in focus.\n- edges jagged and rough: Visibl...
{ "hpsv2_didp": 0.304443359375, "hpsv2_diop": 0.2705078125, "hpsv2_oidp": 0.319091796875, "hpsv2_oiop": 0.314208984375 }
1
1
nano-banana
[ [ 0.66015625, -0.67236328125 ], [ -1.87109375, 1.869140625 ] ]
{ "image_reward_didp": 1.294921875, "image_reward_diop": 0.83251953125, "image_reward_oidp": 1.0146484375, "image_reward_oiop": 0.86083984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.085312843322754, -4.978029727935791 ], "hpsv3_diop": [ 7.324800491333008, -4.748466491699219 ], "hpsv3_oidp": [ 11.084907531738281, -5....
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.484375, 0.97265625, 0.75390625, 0.53515625, 0.482421875, 0.5546875, 0.875, 0.9453125, 2, 0.78125, ...
0.511719
[ 0.4922873079776764, 0.507712721824646 ]
[ 0.02247217483818531, 0.9775277972221375 ]
[ 0.29248046875, 0.70751953125 ]
[ 0.4979017674922943, 0.5020982623100281 ]
7.3248
30
A close up of food, cigarettes and a remote controller.
A dim, shadowless close-up of food, cigarettes, and a remote controller, bathed in ugly, clashing colors with no harmony, evoking creepiness and loneliness against a low-quality, featureless background.
["emotion", "lighting distinction", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- dim: Visible, the image is not brightly lit.\n- shadowless: Partially visible, some soft shadows are present but not harsh.\n- ugly, clashing colors with no harmony: Visible, the colors are de...
{ "hpsv2_didp": 0.27978515625, "hpsv2_diop": 0.250732421875, "hpsv2_oidp": 0.309814453125, "hpsv2_oiop": 0.301025390625 }
1
1
nano-banana
[ [ -2.841796875, 2.849609375 ], [ -3.16796875, 3.177734375 ] ]
{ "image_reward_didp": 0.826171875, "image_reward_diop": 1.4208984375, "image_reward_oidp": 0.90625, "image_reward_oiop": 1.267578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.373634338378906, -5.031510829925537 ], "hpsv3_diop": [ 13.136344909667969, -5.036929607391357 ], "hpsv3_oidp": [ 13.542633056640625, -5...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.59375, 1.1640625, 0.73046875, 0.224609375, 0.890625, 1.1953125, 0.71484375, 0.23828125, 1.9921875, 0.38...
0.998535
[ 0.6549429893493652, 0.3450569808483124 ]
[ 0.11377368122339249, 0.8862262964248657 ]
[ 0.390380859375, 0.609375 ]
[ 0.5001432299613953, 0.4998568296432495 ]
13.136345
31
a very used and dirty harley davidson motorcycle
A grimy, rusted Harley Davidson motorcycle sits abandoned, its paint chipped and tires flat, against a blurred, chaotic background. The image feels unfinished, evoking loneliness and decay, with mismatched elements amplifying its disharmonious, unsettling aura.
["richness", "object pairing", "background", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "The distorted prompt mentions the following visual effects:\n- 'grimy': The motorcycle is visibly dirty and grimy.\n- 'rusted': There is significant rust on the motorcycle.\n- 'abandoned': The setting and condition suggest abandonment.\n- 'paint chip...
{ "hpsv2_didp": 0.29736328125, "hpsv2_diop": 0.27392578125, "hpsv2_oidp": 0.28955078125, "hpsv2_oiop": 0.287109375 }
1
1
nano-banana
[ [ -0.71728515625, 0.708984375 ], [ -3.39453125, 3.40625 ] ]
{ "image_reward_didp": 0.6357421875, "image_reward_diop": 0.52001953125, "image_reward_oidp": 0.08489990234375, "image_reward_oiop": 0.488525390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.069621086120605, -5.011544227600098 ], "hpsv3_diop": [ 6.860945701599121, -4.585062026977539 ], "hpsv3_oidp": [ 11.665515899658203, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 0, 0, 2 ], "scores": [ 0.042236328125, 1.828125, 0.80859375, 0.014892578125, 0.69921875, 1.1328125, 0.7265625, 0.29296875, 0.453125, ...
0.40625
[ 0.3997722864151001, 0.6002276539802551 ]
[ 0.028808990493416786, 0.9711909890174866 ]
[ 0.70556640625, 0.294189453125 ]
[ 0.49725401401519775, 0.502746045589447 ]
6.860946
32
A cow is walking through the grass with another cow.
A cow walks through grass beside another cow, but the image is fragmented and broken, with rough, indiscernible details. The scene feels unsettling, evoking loneliness and anxiety through its jagged, unfinished textures and eerie, disjointed appearance.
["detail refinement", "emotion"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- fragmented and broken: Visible throughout the image, especially in the cows and the background.\n- rough, indiscernible details: Details are rough and somewhat obscured, particularly in the background and grass.\n- unsettling: The overall mood of th...
{ "hpsv2_didp": 0.298828125, "hpsv2_diop": 0.255126953125, "hpsv2_oidp": 0.311767578125, "hpsv2_oiop": 0.3134765625 }
1
1
nano-banana
[ [ 2.4765625, -2.509765625 ], [ -2.046875, 2.037109375 ] ]
{ "image_reward_didp": 0.525390625, "image_reward_diop": 0.488037109375, "image_reward_oidp": 0.37548828125, "image_reward_oiop": 0.33251953125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.129101753234863, -4.9335503578186035 ], "hpsv3_diop": [ 1.5325708389282227, -3.914588451385498 ], "hpsv3_oidp": [ 11.68033218383789, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.076171875, 1.203125, 0.68359375, 0.408203125, 0.1494140625, 0.31640625, 0.6015625, 0.185546875, 1.5546875, ...
0.33252
[ 0.285653680562973, 0.7143462896347046 ]
[ 0.0003298387455288321, 0.999670147895813 ]
[ 0.132080078125, 0.8681640625 ]
[ 0.49885833263397217, 0.5011416673660278 ]
1.532571
33
A professional baseball game looking from the stands behind the catcher
A fragmented, broken baseball game viewed from behind the catcher, with rough, indiscernible details, ugly clashing colors, and disharmonious proportions, creating an unpleasant, chaotic, and visually jarring scene.
["detail refinement", "color aesthetic", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"fragmented, broken baseball game\"\n - \"rough, indiscernible details\"\n - \"ugly clashing colors\"\n - \"disharmonious proportions\"\n - \"unpleasant, chaotic, and visually jarring ...
{ "hpsv2_didp": 0.303466796875, "hpsv2_diop": 0.258544921875, "hpsv2_oidp": 0.26416015625, "hpsv2_oiop": 0.301025390625 }
1
1
nano-banana
[ [ 2.21484375, -2.234375 ], [ -2.28515625, 2.28515625 ] ]
{ "image_reward_didp": 1.703125, "image_reward_diop": 1.4619140625, "image_reward_oidp": -0.2462158203125, "image_reward_oiop": 0.12347412109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.22008991241455, -5.039555072784424 ], "hpsv3_diop": [ 5.264283657073975, -4.243018627166748 ], "hpsv3_oidp": [ 13.464689254760742, -5.0...
{ "distorted": { "preds": [ 1, 0, 1, 0, 1, 0, 1, 0, 2, 0, 2 ], "scores": [ 0.6953125, 0.7109375, 0.77734375, 0.00152587890625, 0.984375, 0.6328125, 0.61328125, 0.023193359375, 1.4375, ...
0.282959
[ 0.548418402671814, 0.45158156752586365 ]
[ 0.0010708959307521582, 0.9989290833473206 ]
[ 0.381103515625, 0.61865234375 ]
[ 0.495177686214447, 0.5048223733901978 ]
5.264284
34
The double image shows a skateboarder jumping and grabbing his board.
A blurry, low-quality image of a skateboarder mid-jump, grabbing his board, with no light or shadow effects, an indistinct or ugly background, and heavy distortion making the scene inauthentic and unrealistic.
["lighting distinction", "background", "detail realism", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- blurry: The image has a noticeable blur effect.\n- low-quality: The image appears to be of low quality with graininess and artifacts.\n- no light or shadow effects: There is a lack of distinct...
{ "hpsv2_didp": 0.2568359375, "hpsv2_diop": 0.2174072265625, "hpsv2_oidp": 0.259521484375, "hpsv2_oiop": 0.28662109375 }
1
1
nano-banana
[ [ 0.1055908203125, -0.11968994140625 ], [ -0.74365234375, 0.732421875 ] ]
{ "image_reward_didp": 1.126953125, "image_reward_diop": 0.8212890625, "image_reward_oidp": -0.6962890625, "image_reward_oiop": 1.134765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.425655364990234, -5.040858268737793 ], "hpsv3_diop": [ 4.729794502258301, -4.227466583251953 ], "hpsv3_oidp": [ 9.9196138381958, -4.984...
{ "distorted": { "preds": [ 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.9765625, 0.423828125, 0.5, 0.271484375, 0.73046875, 0.38671875, 0.87109375, 0.03466796875, 1.484375, 0....
0.95459
[ 0.18171997368335724, 0.8182801008224487 ]
[ 0.028693625703454018, 0.9713063836097717 ]
[ 0.106689453125, 0.89306640625 ]
[ 0.4976542890071869, 0.5023457407951355 ]
4.729795
35
A young man prepares to swing his baseball bat.
A young man swings a baseball bat, but the image is dark, blurry, and fragmented, with ugly, clashing colors and rough, indiscernible details, making objects unrecognizable and the scene feel broken and distorted.
["color aesthetic", "detail refinement", "color brightness", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt: dark, blurry, fragmented, ugly clashing colors, rough indiscernible details, objects unrecognizable, scene broken and distorted.\n- Check each effect:\n - Dark: Partially visible, the image has...
{ "hpsv2_didp": 0.296630859375, "hpsv2_diop": 0.266357421875, "hpsv2_oidp": 0.274169921875, "hpsv2_oiop": 0.28369140625 }
1
1
nano-banana
[ [ 2.369140625, -2.38671875 ], [ -1.3251953125, 1.326171875 ] ]
{ "image_reward_didp": 1.09375, "image_reward_diop": 0.2403564453125, "image_reward_oidp": 0.4013671875, "image_reward_oiop": 0.440673828125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.851428031921387, -4.960352897644043 ], "hpsv3_diop": [ 7.22700309753418, -4.712703227996826 ], "hpsv3_oidp": [ 11.62033748626709, -5.027...
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.2470703125, 0.6640625, 0.40625, 0.52734375, 0.033447265625, 0.38671875, 0.69921875, 1.03125, 1.28125, 0...
0.332031
[ 0.35340335965156555, 0.6465966701507568 ]
[ 0.0000035356410990061704, 0.9999964237213135 ]
[ 0.01262664794921875, 0.9873046875 ]
[ 0.4964931309223175, 0.5035068988800049 ]
7.227003
36
A man takes a bite out of a half eaten doughnut.
A blurry, distorted man bites a half-eaten doughnut; the image feels empty, with a noisy, low-quality background, evoking creepiness, loneliness, and anxiety through its unfinished, random design.
["emotion", "richness", "clarity", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- blurry: Visible, the image has a general blur effect.\n- distorted: Visible, there are clear distortion lines and pixelation.\n- empty: Partially visible, the background is somewhat sparse but not entirely empty.\n- noisy...
{ "hpsv2_didp": 0.2626953125, "hpsv2_diop": 0.2230224609375, "hpsv2_oidp": 0.342041015625, "hpsv2_oiop": 0.338623046875 }
1
1
nano-banana
[ [ 0.64892578125, -0.658203125 ], [ -3.041015625, 3.05859375 ] ]
{ "image_reward_didp": 1.77734375, "image_reward_diop": 1.4951171875, "image_reward_oidp": 1.8603515625, "image_reward_oiop": 1.89453125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.465680122375488, -5.016085147857666 ], "hpsv3_diop": [ 7.583503246307373, -4.798095703125 ], "hpsv3_oidp": [ 15.552877426147461, -4.814...
{ "distorted": { "preds": [ 1, 1, 0, 1, 1, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.70703125, 0.98828125, 0.4375, 0.5625, 0.53515625, 0.328125, 0.91796875, 0.94140625, 1.984375, 0.8671875...
0.825195
[ 0.5017189979553223, 0.49828097224235535 ]
[ 0.03610570728778839, 0.963894248008728 ]
[ 0.95751953125, 0.042388916015625 ]
[ 0.49970561265945435, 0.5002943873405457 ]
7.583503
37
A white plate with a sandwich and salad
A white plate with a sandwich and salad appears flat and indistinct, lacking shadows or highlights, with no discernible light source, creating a dull, unfinished look devoid of depth or intentional design.
["lighting distinction", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: appears flat, indistinct, lacking shadows, lacking highlights, no discernible light source, dull, unfinished look, devoid of depth, devoid of intentional design.\n- 'appears flat': Visible. The image lacks strong perspecti...
{ "hpsv2_didp": 0.201416015625, "hpsv2_diop": 0.186767578125, "hpsv2_oidp": 0.307861328125, "hpsv2_oiop": 0.29541015625 }
1
1
nano-banana
[ [ -0.26513671875, 0.24462890625 ], [ -3.78125, 3.783203125 ] ]
{ "image_reward_didp": 0.27783203125, "image_reward_diop": 0.443115234375, "image_reward_oidp": 0.8173828125, "image_reward_oiop": 1.0927734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.9745402336120605, -4.694342136383057 ], "hpsv3_diop": [ 1.4444935321807861, -3.995339870452881 ], "hpsv3_oidp": [ 12.846943855285645, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 1, 0 ], "scores": [ 0.00004029273986816406, 1.234375, 0.77734375, 0.0084228515625, 0.83984375, 0.62890625, 1, 0.21484375, 1.96875, ...
0.873535
[ 0.6082459688186646, 0.39175403118133545 ]
[ 0.004107223358005285, 0.9958927631378174 ]
[ 0.94873046875, 0.05108642578125 ]
[ 0.5008904337882996, 0.4991096258163452 ]
1.444494
38
The two people on the park bench care for one another.
Two people on a park bench care for one another, but the scene is disharmonious with mismatched proportions, chaotic composition, and an ugly, low-quality background lacking depth. No light or shadow effects are visible, leaving the image flat and visually unappealing.
["object pairing", "background", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Mismatched proportions: Not clearly visible. The clown and child seem to have consistent proportions within their stylized forms.\n- Chaotic composition: Not clearly visible. The composition is balanced with the two figures on the bench.\n- Ugly, l...
{ "hpsv2_didp": 0.220703125, "hpsv2_diop": 0.2115478515625, "hpsv2_oidp": 0.30615234375, "hpsv2_oiop": 0.31005859375 }
1
0
nano-banana
[ [ 0.58203125, -0.595703125 ], [ 1.0283203125, -1.046875 ] ]
{ "image_reward_didp": 0.9658203125, "image_reward_diop": 0.56005859375, "image_reward_oidp": 0.47705078125, "image_reward_oiop": 0.7958984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.662847518920898, -4.945613384246826 ], "hpsv3_diop": [ 6.073907852172852, -4.508455276489258 ], "hpsv3_oidp": [ 13.249594688415527, -5.0...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 1, 0, 0, 2, 0, 1 ], "scores": [ 0.91015625, 0.8359375, 0.62109375, 0.006439208984375, 0.78125, 0.87109375, 0.443359375, 0.039794921875, 2, ...
0.935547
[ 0.7692272067070007, 0.23077277839183807 ]
[ 0.4071193039417267, 0.5928807258605957 ]
[ 0.97705078125, 0.0230712890625 ]
[ 0.4999600648880005, 0.5000399947166443 ]
6.073908
39
A couple of kids sitting at a table in front of pizza.
A couple of kids sit at a table with pizza, but the scene is fragmented and rough, with mismatched proportions and chaotic composition. No light or shadows are visible, making objects indistinct and the image feel broken and unfinished.
["object pairing", "detail refinement", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented and rough scene: Visible, the characters and environment are made of fragmented, rough textures.\n- mismatched proportions: Not clearly visible, the proportions of the characters an...
{ "hpsv2_didp": 0.2449951171875, "hpsv2_diop": 0.2042236328125, "hpsv2_oidp": 0.3369140625, "hpsv2_oiop": 0.32080078125 }
1
1
nano-banana
[ [ 0.54931640625, -0.5625 ], [ -3.7109375, 3.720703125 ] ]
{ "image_reward_didp": 0.80810546875, "image_reward_diop": -0.29248046875, "image_reward_oidp": 0.61669921875, "image_reward_oiop": 1.1630859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.841506004333496, -4.913209438323975 ], "hpsv3_diop": [ -1.1805851459503174, -3.776787519454956 ], "hpsv3_oidp": [ 14.35936450958252, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.30859375, 1.7578125, 0.796875, 0.1435546875, 0.7578125, 0.9375, 0.83984375, 0.2734375, 2, 0.0908203125,...
0.916016
[ 0.7196303606033325, 0.2803696393966675 ]
[ 0.5361459255218506, 0.4638541042804718 ]
[ 0.9580078125, 0.041778564453125 ]
[ 0.5009369254112244, 0.49906304478645325 ]
-1.180585
40
A plate of food containing carrots, oranges and avocados
A fragmented, broken image of a plate with carrots, oranges, and avocados, appearing random and unfinished; edges are jagged, colors bleed, and objects blur into indistinct shapes, making it impossible to discern details.
["richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Visual effects mentioned: \"fragmented\", \"broken image\", \"appearing random and unfinished\", \"edges are jagged\", \"colors bleed\", \"objects blur into indistinct shapes\", \"making it impossible to discern details\".\n- \"fragmented\": Visibl...
{ "hpsv2_didp": 0.29248046875, "hpsv2_diop": 0.234375, "hpsv2_oidp": 0.32958984375, "hpsv2_oiop": 0.343017578125 }
1
1
nano-banana
[ [ 1.0322265625, -1.044921875 ], [ -4.65234375, 4.671875 ] ]
{ "image_reward_didp": 1.6142578125, "image_reward_diop": 0.56103515625, "image_reward_oidp": 1.1865234375, "image_reward_oiop": 1.58984375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.547321319580078, -5.029980182647705 ], "hpsv3_diop": [ 3.2162888050079346, -4.020914554595947 ], "hpsv3_oidp": [ 12.399394035339355, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.09521484375, 1.9296875, 0.859375, 0.8359375, 0.44140625, 1.109375, 0.80078125, 0.283203125, 2, 0.621093...
0.999023
[ 0.20784585177898407, 0.7921541333198547 ]
[ 0.00026594058726914227, 0.999734103679657 ]
[ 0.37939453125, 0.62060546875 ]
[ 0.4968593418598175, 0.5031406283378601 ]
3.216289
41
An older gentleman in overalls sitting on a bench.
An older gentleman in overalls sits on a bench, but he’s tiny and shoved to the corner, drowned in muddy greens and sickly yellows, with heavy blur smearing edges and noise grain swallowing detail, making him nearly invisible amid the chaotic, overexposed, clashing palette.
["main object", "color aesthetic", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- tiny and shoved to the corner: Not visible. The gentleman is centered and takes up a significant portion of the image.\n- drowned in muddy greens and sickly yellows: Partially visible. There are green and yellow brushstrokes, ...
{ "hpsv2_didp": 0.248779296875, "hpsv2_diop": 0.24560546875, "hpsv2_oidp": 0.335205078125, "hpsv2_oiop": 0.355224609375 }
1
1
nano-banana
[ [ 0.051544189453125, -0.07781982421875 ], [ -3.6484375, 3.646484375 ] ]
{ "image_reward_didp": -1.310546875, "image_reward_diop": 1.421875, "image_reward_oidp": -1.2587890625, "image_reward_oiop": 1.98046875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.061254501342773, -4.823817729949951 ], "hpsv3_diop": [ -2.134248971939087, -3.7773630619049072 ], "hpsv3_oidp": [ 12.297008514404297, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.125, 0.68359375, 0.796875, 0.5234375, 0.74609375, 0.35546875, 0.83203125, 0.035400390625, 1.5390625, 0....
0.999023
[ 0.7746282815933228, 0.22537167370319366 ]
[ 0.000039950453356141225, 0.9999600648880005 ]
[ 0.99462890625, 0.00530242919921875 ]
[ 0.4996876120567322, 0.5003123879432678 ]
-2.134249
42
A zebra that is laying down on some dirt.
A zebra lies on dirt, but the image is shattered into jagged, pixelated fragments; edges blur into noise, textures dissolve into grit, lighting is near-black, and composition feels randomly torn—no harmony, no finish, just broken, dark, indecipherable chaos.
["detail refinement", "object pairing", "color brightness", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- \"shattered into jagged, pixelated fragments\": Visible, there are many fragmented and pixelated areas.\n- \"edges blur into noise\": Partially visible, some edges are noisy but not all.\n- \"textures dissolve into gr...
{ "hpsv2_didp": 0.2489013671875, "hpsv2_diop": 0.2225341796875, "hpsv2_oidp": 0.28369140625, "hpsv2_oiop": 0.299560546875 }
1
1
nano-banana
[ [ -0.30908203125, 0.305419921875 ], [ -4.33203125, 4.3515625 ] ]
{ "image_reward_didp": 1.6884765625, "image_reward_diop": 1.22265625, "image_reward_oidp": 1.3076171875, "image_reward_oiop": 1.65625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.906029224395752, -4.841132164001465 ], "hpsv3_diop": [ 3.9593424797058105, -4.136890411376953 ], "hpsv3_oidp": [ 9.152064323425293, -4.9...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.5, 0.1337890625, 0.5625, 0.4375, 0.71484375, 0.08984375, 0.80078125, 0.71484375, 1.0546875, 0.051513671...
0.939453
[ 0.34059956669807434, 0.659400463104248 ]
[ 0.0006917495047673583, 0.9993082284927368 ]
[ 0.2294921875, 0.7705078125 ]
[ 0.49403852224349976, 0.5059614777565002 ]
3.959342
43
A group of people racing down a snow covered slope.
A group of people racing down a snow-covered slope, their faces obscured by shadows, evoking creepiness and fear. The scene feels empty and lonely, with muted colors and blurred motion amplifying anxiety and frustration, while no single figure stands out prominently.
["emotion", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Faces obscured by shadows: Yes, the figures are silhouetted, obscuring faces.\n- Evoking creepiness and fear: Subjective, but the dark figures and muted tones contribute to this.\n- Scene feels empty and lonely: Yes, the vast, empty snowscape suppo...
{ "hpsv2_didp": 0.2271728515625, "hpsv2_diop": 0.216552734375, "hpsv2_oidp": 0.25048828125, "hpsv2_oiop": 0.26953125 }
1
1
nano-banana
[ [ -0.1605224609375, 0.159423828125 ], [ -1.0712890625, 1.07421875 ] ]
{ "image_reward_didp": 0.019317626953125, "image_reward_diop": -0.324462890625, "image_reward_oidp": 0.54345703125, "image_reward_oiop": 0.3408203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.8738508224487305, -4.79925537109375 ], "hpsv3_diop": [ 0.204939603805542, -3.7942283153533936 ], "hpsv3_oidp": [ 7.855099678039551, -4.8...
{ "distorted": { "preds": [ 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0 ], "scores": [ 0.984375, 0.87109375, 0.4375, 0.6796875, 0.1494140625, 0.439453125, 0.96875, 0.6796875, 0.98828125, 0.562...
0.22937
[ 0.21667347848415375, 0.7833265662193298 ]
[ 0.0017847499111667275, 0.9982153177261353 ]
[ 0.69287109375, 0.307373046875 ]
[ 0.49673977494239807, 0.5032601952552795 ]
0.20494
44
A couple of brown teddy bears sitting next to each other.
Two brown teddy bears sit side by side, barely noticeable due to their small size and peripheral placement. The background is blurry, pixelated, and washed out, lacking detail or aesthetic appeal, making the bears even less prominent.
["main object", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- 'barely noticeable due to their small size and peripheral placement': The bears are small and placed at the bottom, making them less prominent.\n- 'The background is blurry': The background is indeed blurry.\n- 'pixelated': The background shows cle...
{ "hpsv2_didp": 0.221435546875, "hpsv2_diop": 0.197265625, "hpsv2_oidp": 0.393798828125, "hpsv2_oiop": 0.371337890625 }
1
1
nano-banana
[ [ -1.423828125, 1.412109375 ], [ -4.3359375, 4.34375 ] ]
{ "image_reward_didp": 0.42919921875, "image_reward_diop": -0.0986328125, "image_reward_oidp": 1.1904296875, "image_reward_oiop": 1.1337890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.6644697189331055, -4.439688682556152 ], "hpsv3_diop": [ 0.9757025241851807, -3.998722791671753 ], "hpsv3_oidp": [ 12.200050354003906, -5...
{ "distorted": { "preds": [ 0, 0, 0, 0, 1, 0, 1, 0, 1, 1, 0 ], "scores": [ 0.000499725341796875, 0.35546875, 0.271484375, 0.06787109375, 0.69140625, 0.232421875, 0.6875, 0.5078125, 0.546...
0.848145
[ 0.9261624217033386, 0.07383754104375839 ]
[ 0.15134550631046295, 0.8486544489860535 ]
[ 0.85009765625, 0.1500244140625 ]
[ 0.5050622820854187, 0.4949377179145813 ]
0.975703
45
A man that is sitting at a piano in front of a group of people.
A man sits at a piano before a crowd, his face hollow with dread; the scene drowns in sickly green-yellow hues, harsh overexposed highlights, and muddy shadows; the background is a pixelated void; colors clash violently, evoking anxiety, loneliness, and creeping dread.
["emotion", "background", "color aesthetic"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "The image is a solid blue color, so none of the main concepts or special effects are visible.\n\nMain visual effects:\n- sickly green-yellow hues: Not visible.\n- harsh overexposed highlights: Not visible.\n- muddy shadows: Not visible.\n- pixelated vo...
{ "hpsv2_didp": 0.0537109375, "hpsv2_diop": 0.068115234375, "hpsv2_oidp": 0.30615234375, "hpsv2_oiop": 0.3115234375 }
1
1
nano-banana
[ [ 1.0947265625, -1.11328125 ], [ -4.69140625, 4.70703125 ] ]
{ "image_reward_didp": 1.80078125, "image_reward_diop": 1.908203125, "image_reward_oidp": 0.00301361083984375, "image_reward_oiop": 1.8701171875 }
{ "hpsv3_didp": [ 10.394889831542969, -4.966144561767578 ], "hpsv3_diop": [ 2.511612892150879, -3.9039745330810547 ], "hpsv3_oidp": [ 13.224173545837402, -4.989737510681152 ], "hpsv3_oiop": [ 13.08029842376709, -5.050295352935791 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 1, 1, 1, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.65625, 1.2890625, 0.65234375, 0.6796875, 0.0859375, 0.421875, 0.59765625, 1.03125, 1.796875, 0.5, ...
0.997559
[ 0.41940128803253174, 0.5805987119674683 ]
[ 0.000019491208149702288, 0.9999804496765137 ]
[ 0.276611328125, 0.72314453125 ]
[ 0.49742430448532104, 0.502575695514679 ]
2.511613
46
A group of giraffe standing on top of a field.
A group of giraffes stands on a field, but the image is noticeably blurry with noise and distortion, creating a disharmonious effect where proportions and aesthetics feel mismatched and chaotic.
["object pairing", "clarity"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: blurry, noise, distortion, disharmonious effect, mismatched and chaotic proportions and aesthetics.\n- 'blurry': The image has a slight blur effect, but it's not noticeably blurry as described.\n- 'noise': There is vis...
{ "hpsv2_didp": 0.312255859375, "hpsv2_diop": 0.287109375, "hpsv2_oidp": 0.304931640625, "hpsv2_oiop": 0.30517578125 }
1
1
nano-banana
[ [ 0.3583984375, -0.373779296875 ], [ -2.4453125, 2.443359375 ] ]
{ "image_reward_didp": 1.20703125, "image_reward_diop": 0.86474609375, "image_reward_oidp": 1.0791015625, "image_reward_oiop": 0.92822265625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.04835033416748, -4.988959312438965 ], "hpsv3_diop": [ 8.33886432647705, -4.88624906539917 ], "hpsv3_oidp": [ 12.754667282104492, -5.051...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.1923828125, 0.8828125, 0.62109375, 0.061279296875, 0.7734375, 0.296875, 0.66015625, 0.56640625, 1.65625, ...
0.583984
[ 0.49820470809936523, 0.5017952919006348 ]
[ 0.15920566022396088, 0.8407943844795227 ]
[ 0.611328125, 0.388671875 ]
[ 0.5005159974098206, 0.49948394298553467 ]
8.338864
47
a wooden lawn chair sitting on a green grass patch next to a wooden structure
A dimly lit scene with a barely visible wooden lawn chair on dull green grass beside a shadowy wooden structure, obscured by low-quality, dark tones and lacking a clear focal point.
["main object", "background", "color brightness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- 'dimly lit scene': The image is very dark, indicating a dimly lit scene.\n- 'barely visible wooden lawn chair': The chair is present but blurry and dark, making it barely visible.\n- 'dull green grass': The grass is ...
{ "hpsv2_didp": 0.23974609375, "hpsv2_diop": 0.181884765625, "hpsv2_oidp": 0.29052734375, "hpsv2_oiop": 0.29150390625 }
1
1
nano-banana
[ [ -1.9541015625, 1.935546875 ], [ -4.93359375, 4.94921875 ] ]
{ "image_reward_didp": 1.1240234375, "image_reward_diop": 0.02923583984375, "image_reward_oidp": 0.59814453125, "image_reward_oiop": 1.2978515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.969610691070557, -4.564357280731201 ], "hpsv3_diop": [ -6.876706123352051, -3.6274280548095703 ], "hpsv3_oidp": [ 11.629983901977539, -5...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1 ], "scores": [ 0.0234375, 0.01806640625, 0.91015625, 0.02587890625, 0.56640625, 0.255859375, 0.5234375, 0.0869140625, 0.632812...
0.999023
[ 0.09808657318353653, 0.9019134044647217 ]
[ 0.000002379331817792263, 0.999997615814209 ]
[ 0.007518768310546875, 0.99267578125 ]
[ 0.49727681279182434, 0.5027231574058533 ]
-6.876706
48
A man flying through the air while riding a surfboard on a wave.
A man flying through the air on a surfboard atop a wave, rendered in dark, murky tones with chaotic, mismatched proportions. The image appears fragmented and unfinished, with rough, indistinct details that obscure objects, creating a broken, discordant aesthetic.
["color brightness", "object pairing", "richness", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects:\n- dark, murky tones: Visible.\n- chaotic, mismatched proportions: Visible in the fragmented elements and brushstrokes.\n- fragmented and unfinished: Visible through the blocky, disjointed elements and rough edges.\n- rough, indi...
{ "hpsv2_didp": 0.2685546875, "hpsv2_diop": 0.22802734375, "hpsv2_oidp": 0.292724609375, "hpsv2_oiop": 0.300537109375 }
1
1
nano-banana
[ [ 0.93115234375, -0.943359375 ], [ -2.470703125, 2.474609375 ] ]
{ "image_reward_didp": 0.66015625, "image_reward_diop": -0.306396484375, "image_reward_oidp": 0.83447265625, "image_reward_oiop": 1.4150390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.938693046569824, -4.903798580169678 ], "hpsv3_diop": [ 1.2858805656433105, -3.8691184520721436 ], "hpsv3_oidp": [ 9.460827827453613, -4....
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.46875, 0.5859375, 0.6640625, 0.1328125, 0.076171875, 0.263671875, 0.8671875, 0.96484375, 1.1328125, 0.5...
0.55957
[ 0.14659668505191803, 0.8534033298492432 ]
[ 0.0004541301750577986, 0.9995458722114563 ]
[ 0.4921875, 0.5078125 ]
[ 0.49965807795524597, 0.5003419518470764 ]
1.285881
49
many flamingos standing in the water one is flying away
Flamingos stand in murky water, one flying away, but the image lacks intent—colors clash garishly, overexposed pinks and greens dominate, main objects are tiny and peripheral, creating a random, unfinished, visually jarring scene.
["richness", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- 'murky water': The water is a bright, clear blue, not murky.\n- 'lacks intent': This is subjective and not a visual effect.\n- 'colors clash garishly': The bright pinks, greens, and blues do clash garishly.\n- 'overe...
{ "hpsv2_didp": 0.2392578125, "hpsv2_diop": 0.2222900390625, "hpsv2_oidp": 0.297607421875, "hpsv2_oiop": 0.306884765625 }
1
1
nano-banana
[ [ -1.1435546875, 1.140625 ], [ -3.16015625, 3.169921875 ] ]
{ "image_reward_didp": 0.5595703125, "image_reward_diop": -0.1497802734375, "image_reward_oidp": 0.482177734375, "image_reward_oiop": 1.53125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.913338661193848, -4.589102745056152 ], "hpsv3_diop": [ -2.67275333404541, -3.837428331375122 ], "hpsv3_oidp": [ 10.477222442626953, -5.0...
{ "distorted": { "preds": [ 0, 2, 0, 2, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.0859375, 1.2890625, 0.1064453125, 1.8125, 0.8046875, 0.5859375, 0.9296875, 0.353515625, 1.0703125, 0.36...
0.997559
[ 0.7170943021774292, 0.2829056978225708 ]
[ 0.28984925150871277, 0.7101507186889648 ]
[ 0.8115234375, 0.1883544921875 ]
[ 0.501459538936615, 0.4985404312610626 ]
-2.672753
50
A person riding skis down a snow covered slope.
A skier descends a snow-covered slope, their posture rigid with fear, surrounded by eerie, distorted shadows. The sky looms ominously gray, amplifying loneliness and anxiety. Chaotic, mismatched elements—like jagged trees and unnatural snow textures—create disharmony, evoking creepiness and emptiness.
["emotion", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Skier descends a snow-covered slope: Visible.\n2. Posture rigid with fear: Visible.\n3. Surrounded by eerie, distorted shadows: Visible (large, claw-like shadows).\n4. Sky looms ominously gra...
{ "hpsv2_didp": 0.2423095703125, "hpsv2_diop": 0.1837158203125, "hpsv2_oidp": 0.324951171875, "hpsv2_oiop": 0.31201171875 }
1
1
nano-banana
[ [ 1.6533203125, -1.671875 ], [ -3.80859375, 3.822265625 ] ]
{ "image_reward_didp": 1.1767578125, "image_reward_diop": -0.07232666015625, "image_reward_oidp": 1.4052734375, "image_reward_oiop": 0.9013671875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.30582332611084, -4.6671576499938965 ], "hpsv3_diop": [ -0.10409311950206757, -3.745274305343628 ], "hpsv3_oidp": [ 10.602906227111816, -...
{ "distorted": { "preds": [ 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1 ], "scores": [ 0.765625, 0.91796875, 0.6796875, 0.70703125, 0.81640625, 0.6484375, 0.059814453125, 0.33984375, 1.203125, ...
0.318359
[ 0.7258331179618835, 0.27416688203811646 ]
[ 0.015833348035812378, 0.9841666221618652 ]
[ 0.99755859375, 0.0022335052490234375 ]
[ 0.5006731152534485, 0.49932682514190674 ]
-0.104093
51
A colorful bird is sitting on a small branch.
A tiny, distorted bird perches on a warped branch, barely visible against a muddy, undefined background; flat lighting erases shadows, and heavy deformation makes feathers and limbs melt into abstract shapes, rendering the subject indistinct and visually incoherent.
["background", "detail realism", "main object", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"tiny, distorted bird\"\n - \"warped branch\"\n - \"barely visible against a muddy, undefined background\"\n - \"flat lighting erases shadows\"\n - \"heavy deformation makes ...
{ "hpsv2_didp": 0.284423828125, "hpsv2_diop": 0.2425537109375, "hpsv2_oidp": 0.318603515625, "hpsv2_oiop": 0.32666015625 }
-1
1
nano-banana
[ [ 0.77294921875, -0.79736328125 ], [ -2.734375, 2.73046875 ] ]
{ "image_reward_didp": 0.53759765625, "image_reward_diop": -1.279296875, "image_reward_oidp": 0.625, "image_reward_oiop": 1.5732421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.024489402770996, -5.028610706329346 ], "hpsv3_diop": [ 8.863459587097168, -4.9193525314331055 ], "hpsv3_oidp": [ 10.994744300842285, -5...
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.0072021484375, 1.9375, 0.734375, 1.3046875, 0.328125, 1.4296875, 0.953125, 0.05029296875, 2, 0.37695312...
0.939941
[ 0.3477979302406311, 0.6522020101547241 ]
[ 0.5446807742118835, 0.45531922578811646 ]
[ 0.0775146484375, 0.92236328125 ]
[ 0.4993351697921753, 0.5006648302078247 ]
8.86346
52
A man in a tuxedo gathers flowers from fellow partygoers
A dimly lit scene where a man in a tuxedo faintly gathers flowers from blurred partygoers; the image is overshadowed by deep shadows, rendering all figures small, peripheral, and nearly indistinguishable against the dark, muted backdrop.
["main object", "color brightness"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "Visual effects mentioned:\n- dimly lit scene: Visible.\n- man in a tuxedo faintly gathers flowers: The man is clearly visible, not faint. He is holding flowers, but not actively gathering them from others.\n- blurred partygoers: Partygoers are not blu...
{ "hpsv2_didp": 0.253173828125, "hpsv2_diop": 0.2247314453125, "hpsv2_oidp": 0.3623046875, "hpsv2_oiop": 0.355712890625 }
1
1
nano-banana
[ [ -0.01373291015625, -0.0073089599609375 ], [ -3.97265625, 3.9765625 ] ]
{ "image_reward_didp": 1.5732421875, "image_reward_diop": 0.296142578125, "image_reward_oidp": 0.94677734375, "image_reward_oiop": 1.205078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.597088813781738, -4.977912902832031 ], "hpsv3_diop": [ 2.2524468898773193, -3.9697980880737305 ], "hpsv3_oidp": [ 12.756244659423828, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1 ], "scores": [ 0.08251953125, 0.7578125, 0.8515625, 0.271484375, 0.578125, 0.703125, 0.90625, 0.67578125, 1.40625, 0.820...
0.980469
[ 0.3861899971961975, 0.6138100624084473 ]
[ 0.007915135473012924, 0.992084801197052 ]
[ 0.82421875, 0.175537109375 ]
[ 0.4992403984069824, 0.5007596015930176 ]
2.252447
53
A skateboarder is doing a trick in the darkness.
A skateboarder mid-trick in pitch-black darkness, surrounded by grainy, distorted shadows; the scene feels hostile and empty, with low-quality, blurred background voids that amplify anxiety and loneliness, evoking creepiness through stark, oppressive dimness.
["emotion", "color brightness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- 'mid-trick': Visible. The skateboarder is clearly in the air performing a trick.\n- 'pitch-black darkness': Visible. The background is almost entirely black.\n- 'grainy, distorted shadows': Not visible. The shadows are no...
{ "hpsv2_didp": 0.2353515625, "hpsv2_diop": 0.2425537109375, "hpsv2_oidp": 0.26513671875, "hpsv2_oiop": 0.29541015625 }
1
1
nano-banana
[ [ 0.2352294921875, -0.238037109375 ], [ -1.10546875, 1.107421875 ] ]
{ "image_reward_didp": 0.209716796875, "image_reward_diop": 0.453857421875, "image_reward_oidp": 0.83642578125, "image_reward_oiop": 1.51171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.494352340698242, -5.000072002410889 ], "hpsv3_diop": [ 6.263164520263672, -4.5240254402160645 ], "hpsv3_oidp": [ 10.052634239196777, -4...
{ "distorted": { "preds": [ 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0 ], "scores": [ 0.0673828125, 0.921875, 0.4375, 0.75390625, 0.416015625, 0.466796875, 0.87109375, 0.98828125, 1.421875, 0...
0.800293
[ 0.31007057428359985, 0.6899294257164001 ]
[ 0.02511104755103588, 0.9748889207839966 ]
[ 0.5947265625, 0.405517578125 ]
[ 0.4976504445075989, 0.5023494958877563 ]
6.263165
54
A man riding down the side of a cement skateboard ramp.
A man rides a distorted skateboard down a warped cement ramp, his limbs unnaturally stretched, the ramp’s edges melting into a featureless, grimy void, evoking unease and isolation through its surreal, low-quality, and emotionally oppressive atmosphere.
["detail realism", "emotion", "background"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "The image is a solid blue color, so none of the concepts or effects from either prompt are visible.\n\nMain visual effects mentioned in the distorted prompt:\n- distorted skateboard: Not visible.\n- warped cement ramp: Not visible.\n- limbs unnaturally...
{ "hpsv2_didp": 0.0626220703125, "hpsv2_diop": 0.09100341796875, "hpsv2_oidp": 0.27392578125, "hpsv2_oiop": 0.28466796875 }
1
0
nano-banana
[ [ -0.64453125, 0.65283203125 ], [ -1.7109375, 1.720703125 ] ]
{ "image_reward_didp": 1.41796875, "image_reward_diop": -0.296142578125, "image_reward_oidp": 1.470703125, "image_reward_oiop": 1 }
{ "hpsv3_didp": [ 8.265871047973633, -4.877251148223877 ], "hpsv3_diop": [ -5.0045881271362305, -3.7735674381256104 ], "hpsv3_oidp": [ 12.471382141113281, -5.034853935241699 ], "hpsv3_oiop": [ 11.119685173034668, -4.9952473640441895 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.7578125, 1.0078125, 0.8671875, 0.05810546875, 0.80859375, 0.85546875, 0.8359375, 0.416015625, 1.9921875, ...
0.481201
[ 0.4055646061897278, 0.5944353938102722 ]
[ 0.22285932302474976, 0.7771406769752502 ]
[ 0.98876953125, 0.01142120361328125 ]
[ 0.4958227574825287, 0.5041772127151489 ]
-5.004588
55
A young boy trying to get his striped kite to fly.
A young boy struggles with a striped kite that floats awkwardly, surrounded by chaotic, mismatched elements like floating shoes and distorted clouds, creating a random, unfinished, and disharmonious scene lacking clear intent or design.
["richness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- struggles with a striped kite: Visible, the boy is pulling the string and the kite is not flying high.\n- floats awkwardly: Visible, the kite is not flying smoothly.\n- surrounded by chaotic, mismatched elements: Visible,...
{ "hpsv2_didp": 0.3076171875, "hpsv2_diop": 0.25, "hpsv2_oidp": 0.2705078125, "hpsv2_oiop": 0.297119140625 }
1
1
nano-banana
[ [ 0.943359375, -0.951171875 ], [ -2.9296875, 2.94140625 ] ]
{ "image_reward_didp": 1.890625, "image_reward_diop": 0.86083984375, "image_reward_oidp": 1.0869140625, "image_reward_oiop": 1.4169921875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.29833984375, -5.049825191497803 ], "hpsv3_diop": [ 9.538329124450684, -4.956491947174072 ], "hpsv3_oidp": [ 13.213473320007324, -5.0511...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 2, 1, 2, 0, 2 ], "scores": [ 0.5546875, 1.765625, 0.8828125, 0.36328125, 0.7109375, 1.1796875, 1.5078125, 0.734375, 2, 0.1201171875, ...
0.830078
[ 0.22817431390285492, 0.7718257308006287 ]
[ 0.000022503127183881588, 0.9999774694442749 ]
[ 0.289306640625, 0.71044921875 ]
[ 0.49715718626976013, 0.5028427839279175 ]
9.538329
56
some papers an ivory piece with faces carved on it
A low-quality image with an unnoticeable ivory piece featuring carved faces, lost against a plain, ugly background; harsh, clashing colors dominate, creating an unpleasant, overexposed aesthetic with no visual harmony.
["background", "main object", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- low-quality image: Not visible. The image quality is good.\n- unnoticeable ivory piece: Not visible. The ivory piece is quite noticeable.\n- lost against a plain, ugly background: Partially vi...
{ "hpsv2_didp": 0.177978515625, "hpsv2_diop": 0.17333984375, "hpsv2_oidp": 0.1993408203125, "hpsv2_oiop": 0.255126953125 }
1
1
nano-banana
[ [ -2.765625, 2.771484375 ], [ -2.919921875, 2.921875 ] ]
{ "image_reward_didp": 0.72607421875, "image_reward_diop": -1.0234375, "image_reward_oidp": 0.0457763671875, "image_reward_oiop": 1.765625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.751212120056152, -4.637391567230225 ], "hpsv3_diop": [ 3.329205274581909, -4.012943267822266 ], "hpsv3_oidp": [ 9.16985034942627, -4.950...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0 ], "scores": [ 0.1826171875, 0.796875, 0.73046875, 0.02392578125, 0.095703125, 0.5234375, 0.53515625, 0.003173828125, 1.109375...
1
[ 0.7389046549797058, 0.2610953748226166 ]
[ 0.5195284485816956, 0.48047155141830444 ]
[ 0.4609375, 0.5390625 ]
[ 0.5043335556983948, 0.4956664443016052 ]
3.329205
57
A man plays frisbee on a beach by the ocean.
A man plays frisbee on a beach by the ocean, but the image is heavily blurred with noise and distortion, lacking any light or shadow effects, making details indistinct and flat.
["clarity", "lighting distinction"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned:\n- heavily blurred: Visible.\n- with noise: Visible.\n- and distortion: Visible (pixelation).\n- lacking any light or shadow effects: Visible, the image appears flat.\n- making details indistinct: Visible.\n- and flat: V...
{ "hpsv2_didp": 0.23046875, "hpsv2_diop": 0.2181396484375, "hpsv2_oidp": 0.298095703125, "hpsv2_oiop": 0.3046875 }
1
1
nano-banana
[ [ 0.21240234375, -0.228759765625 ], [ -2.896484375, 2.900390625 ] ]
{ "image_reward_didp": 1.2646484375, "image_reward_diop": 0.58935546875, "image_reward_oidp": 1.7109375, "image_reward_oiop": 1.6875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 2.4491944313049316, -4.000119209289551 ], "hpsv3_diop": [ -6.396020412445068, -3.6518518924713135 ], "hpsv3_oidp": [ 11.58199405670166, -5...
{ "distorted": { "preds": [ 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.07568359375, 0.1337890625, 0.1826171875, 0.1328125, 0.048828125, 0.10693359375, 0.8203125, 0.859375, 1.296875...
0.938965
[ 0.5423098802566528, 0.4576900899410248 ]
[ 0.01054090540856123, 0.9894590377807617 ]
[ 0.89404296875, 0.10595703125 ]
[ 0.5030056238174438, 0.4969943165779114 ]
-6.39602
58
Some clocks are mounted to the top of a pole.
A blurry, dark image with heavy noise distortion obscuring details; no visible light or shadow effects, rendering the pole-mounted clocks indistinct and washed in uniform dimness, with grainy artifacts dominating the visual field.
["clarity", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Main visual effects mentioned:\n- blurry: Visible.\n- dark image: Visible.\n- heavy noise distortion: Visible.\n- obscuring details: Visible.\n- no visible light or shadow effects: Visible.\n- pole-mounted clocks indistinct: Visible.\n- washed in unif...
{ "hpsv2_didp": 0.1883544921875, "hpsv2_diop": 0.1624755859375, "hpsv2_oidp": 0.254150390625, "hpsv2_oiop": 0.2666015625 }
1
1
nano-banana
[ [ -0.009796142578125, -0.002044677734375 ], [ -3.16015625, 3.169921875 ] ]
{ "image_reward_didp": 0.2734375, "image_reward_diop": 0.180908203125, "image_reward_oidp": 1.1162109375, "image_reward_oiop": 1.494140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 4.580202102661133, -4.346531867980957 ], "hpsv3_diop": [ -9.564840316772461, -2.454559326171875 ], "hpsv3_oidp": [ 10.40539836883545, -5.0...
{ "distorted": { "preds": [ 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0 ], "scores": [ 0.02392578125, 0.017578125, 0.1640625, 0.0179443359375, 0.81640625, 0.1025390625, 0.4921875, 0.041015625, 0.570...
0.855469
[ 0.4324977993965149, 0.5675022602081299 ]
[ 6.213229397644682e-8, 0.9999998807907104 ]
[ 0.9208984375, 0.0792236328125 ]
[ 0.49704474210739136, 0.5029551982879639 ]
-9.56484
59
Hotdogs on a bun and french fries with ketchup.
Dark, poorly lit image with no shadows or highlights, featuring hotdogs on buns and french fries with ketchup, appearing fragmented and rough, with mismatched proportions and chaotic composition, making details indiscernible and visually broken.
["color brightness", "lighting distinction", "object pairing", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: Dark, poorly lit, no shadows or highlights, fragmented, rough, mismatched proportions, chaotic composition, details indiscernible, visually broken.\n- Dark: Partially visible, the image has a somewhat muted and desatu...
{ "hpsv2_didp": 0.250732421875, "hpsv2_diop": 0.19189453125, "hpsv2_oidp": 0.30712890625, "hpsv2_oiop": 0.2998046875 }
1
1
nano-banana
[ [ 0.33251953125, -0.3525390625 ], [ -4.203125, 4.2109375 ] ]
{ "image_reward_didp": 0.312255859375, "image_reward_diop": -0.89892578125, "image_reward_oidp": 0.8173828125, "image_reward_oiop": 0.9150390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.365643501281738, -4.970408916473389 ], "hpsv3_diop": [ 0.1183570846915245, -3.8036627769470215 ], "hpsv3_oidp": [ 12.01052188873291, -5....
{ "distorted": { "preds": [ 1, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1 ], "scores": [ 0.75390625, 0.87890625, 0.8671875, 0.134765625, 0.515625, 0.8984375, 0.7734375, 0.326171875, 0.0615234375, ...
0.893066
[ 0.4998331367969513, 0.5001668930053711 ]
[ 0.020763341337442398, 0.9792366027832031 ]
[ 0.609375, 0.390380859375 ]
[ 0.5002366304397583, 0.4997633695602417 ]
0.118357
60
A person standing next to a TV outside of a building.
A fragmented, dark image where a person and TV appear as rough, indistinct shapes beside a building. Details are blatantly unfinished, rendering objects unrecognizable. The background is low-quality and ugly, with no discernible features. The main object is inconspicuous, blending into the broken, rough texture.
["detail refinement", "color brightness", "background", "main object"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - \"fragmented, dark image\"\n - \"person and TV appear as rough, indistinct shapes\"\n - \"Details are blatantly unfinished, rendering objects unrecognizable\"\n - \"The background is low...
{ "hpsv2_didp": 0.167236328125, "hpsv2_diop": 0.12042236328125, "hpsv2_oidp": 0.2685546875, "hpsv2_oiop": 0.31494140625 }
1
1
nano-banana
[ [ 0.642578125, -0.65478515625 ], [ -1.34765625, 1.34765625 ] ]
{ "image_reward_didp": -1.0966796875, "image_reward_diop": -1.8896484375, "image_reward_oidp": -0.1727294921875, "image_reward_oiop": 1.525390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 5.866069316864014, -4.4770708084106445 ], "hpsv3_diop": [ -10.287151336669922, -1.6664934158325195 ], "hpsv3_oidp": [ 8.287880897521973, -...
{ "distorted": { "preds": [ 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.34765625, 0.484375, 0.34765625, 0.8359375, 0.32421875, 0.173828125, 0.96875, 0.73828125, 1.046875, 0.92...
0.998047
[ 0.1400185525417328, 0.8599814176559448 ]
[ 0.000013703056538361125, 0.9999862909317017 ]
[ 0.8857421875, 0.1143798828125 ]
[ 0.4994676411151886, 0.5005322694778442 ]
-10.287151
61
a desk with just a laptop on it
A dim, shadowless desk holds a lone laptop, its screen faintly glowing in an otherwise lifeless, gray void, evoking emptiness and isolation with no focal point or light to guide the eye.
["main object", "emotion", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. A dim desk: Visible.\n2. Shadowless desk: Visible.\n3. Lone laptop: Visible.\n4. Screen faintly glowing: Visible.\n5. Otherwise lifeless, gray void: Visible.\n6. Evoking emptiness: Subjective...
{ "hpsv2_didp": 0.2423095703125, "hpsv2_diop": 0.2003173828125, "hpsv2_oidp": 0.289794921875, "hpsv2_oiop": 0.285888671875 }
1
1
nano-banana
[ [ -0.26123046875, 0.23681640625 ], [ -4.1484375, 4.15625 ] ]
{ "image_reward_didp": 1.5751953125, "image_reward_diop": 0.1402587890625, "image_reward_oidp": 0.75732421875, "image_reward_oiop": 0.482666015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.254267692565918, -4.781553745269775 ], "hpsv3_diop": [ 0.40828409790992737, -3.8415913581848145 ], "hpsv3_oidp": [ 11.031830787658691, -...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 0, 0, 2, 0, 0 ], "scores": [ 0.02685546875, 0.50390625, 0.5625, 0.00274658203125, 0.79296875, 0.5625, 0.6640625, 0.1533203125, 1.96875, ...
0.640137
[ 0.30663609504699707, 0.6933638453483582 ]
[ 0.00009024389873957261, 0.9999097585678101 ]
[ 0.5078125, 0.4921875 ]
[ 0.4964539408683777, 0.5035459995269775 ]
0.408284
62
Small kitchen with wood cabinets, white refrigerator, microwave, and furnace
A small kitchen with warped wood cabinets, a crooked white refrigerator, and a misshapen microwave beside a distorted furnace; the background is pixelated and void, creating a disharmonious, inauthentic scene with glaring realism flaws.
["background", "object pairing", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- warped wood cabinets: Visible.\n- crooked white refrigerator: Visible.\n- misshapen microwave: Visible.\n- distorted furnace: Visible.\n- background is pixelated: Visible.\n- background is voi...
{ "hpsv2_didp": 0.1915283203125, "hpsv2_diop": 0.150146484375, "hpsv2_oidp": 0.27783203125, "hpsv2_oiop": 0.300537109375 }
1
1
nano-banana
[ [ 0.927734375, -0.943359375 ], [ -4.16015625, 4.16796875 ] ]
{ "image_reward_didp": -0.2467041015625, "image_reward_diop": -1.990234375, "image_reward_oidp": 0.21484375, "image_reward_oiop": 0.2061767578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.846851348876953, -4.892738342285156 ], "hpsv3_diop": [ -3.7903051376342773, -3.7947213649749756 ], "hpsv3_oidp": [ 11.592880249023438, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.408203125, 0.9453125, 0.796875, 0.01434326171875, 0.875, 0.609375, 0.6015625, 0.0673828125, 1.28125, 0....
0.90625
[ 0.6989141702651978, 0.30108579993247986 ]
[ 0.011554913595318794, 0.9884450435638428 ]
[ 0.91943359375, 0.08038330078125 ]
[ 0.4984755516052246, 0.5015245079994202 ]
-3.790305
63
A group of young women standing around in a half circle holding tennis racquet.
A group of young women in a half-circle holding tennis racquets, but their forms are heavily distorted, fragmented, and blurred, with indistinct features and warped limbs, making them nearly unrecognizable and blending into a rough, inauthentic, and broken visual field.
["detail realism", "main object", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- heavily distorted: Partially visible, some areas are distorted but not heavily.\n- fragmented: Clearly visible, especially in the background and around the figures.\n- blurred: Not visible, the image is generally sharp.\n- indistinct features: Parti...
{ "hpsv2_didp": 0.32763671875, "hpsv2_diop": 0.3125, "hpsv2_oidp": 0.31103515625, "hpsv2_oiop": 0.302001953125 }
1
1
nano-banana
[ [ 0.134521484375, -0.12841796875 ], [ -2.24609375, 2.26171875 ] ]
{ "image_reward_didp": 1.859375, "image_reward_diop": 1.6533203125, "image_reward_oidp": 1.501953125, "image_reward_oiop": 1.3857421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.348353385925293, -4.982533931732178 ], "hpsv3_diop": [ 8.537684440612793, -4.87389612197876 ], "hpsv3_oidp": [ 10.56135368347168, -4.98...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.515625, 0.38671875, 0.53125, 0.053466796875, 0.8671875, 0.21484375, 0.80078125, 0.032958984375, 1.6796875, ...
0.802246
[ 0.2795126438140869, 0.7204872965812683 ]
[ 0.001404150971211493, 0.9985958933830261 ]
[ 0.1312255859375, 0.86865234375 ]
[ 0.4991268217563629, 0.5008732676506042 ]
8.537684
64
A white plate topped with sliced of pizza.
A white plate with pizza slices, dimly lit with no shadows or highlights, main subject barely noticeable, surrounded by a blurry, unappealing background lacking detail or contrast.
["lighting distinction", "main object", "background"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "- Visual effects mentioned: dimly lit, no shadows or highlights, main subject barely noticeable, blurry unappealing background, lacking detail or contrast.\n- 'dimly lit': The image is indeed dark and appears dimly lit. (Visible)\n- 'no shadows or hig...
{ "hpsv2_didp": 0.23876953125, "hpsv2_diop": 0.188720703125, "hpsv2_oidp": 0.31201171875, "hpsv2_oiop": 0.281982421875 }
1
1
nano-banana
[ [ -0.50537109375, 0.48583984375 ], [ -2.87890625, 2.875 ] ]
{ "image_reward_didp": 0.56982421875, "image_reward_diop": 0.157470703125, "image_reward_oidp": 0.75, "image_reward_oiop": 1.1240234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.719122409820557, -4.63205099105835 ], "hpsv3_diop": [ 4.058887004852295, -4.234486103057861 ], "hpsv3_oidp": [ 12.155717849731445, -5.04...
{ "distorted": { "preds": [ 0, 0, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.000021338462829589844, 0.46484375, 0.796875, 0.080078125, 0.609375, 0.490234375, 1, 0.94921875, 1.9921875, ...
0.856934
[ 0.7532040476799011, 0.24679596722126007 ]
[ 0.0221040528267622, 0.977895975112915 ]
[ 0.615234375, 0.385009765625 ]
[ 0.5018525719642639, 0.4981473982334137 ]
4.058887
65
Two cats are sitting under a white car.
Two cats sit under a white car, surrounded by garish, clashing colors and overexposed patches. The scene is dimly lit, with a murky, low-quality background. The image feels random and unfinished, lacking clear intent or design.
["color aesthetic", "color brightness", "background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- surrounded by garish, clashing colors: Visible (the colored patches on the ground).\n- overexposed patches: Visible (the bright white orbs).\n- dimly lit: Partially visible (the overall scene is not brightly lit, but...
{ "hpsv2_didp": 0.273681640625, "hpsv2_diop": 0.260009765625, "hpsv2_oidp": 0.270751953125, "hpsv2_oiop": 0.314697265625 }
1
1
nano-banana
[ [ -2.400390625, 2.40625 ], [ -3.923828125, 3.935546875 ] ]
{ "image_reward_didp": 0.765625, "image_reward_diop": 0.453369140625, "image_reward_oidp": -0.410400390625, "image_reward_oiop": 0.52978515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.622662544250488, -4.971353530883789 ], "hpsv3_diop": [ 3.4298095703125, -4.122665882110596 ], "hpsv3_oidp": [ 10.941543579101562, -5.030...
{ "distorted": { "preds": [ 0, 2, 0, 1, 0, 1, 0, 0, 2, 1, 1 ], "scores": [ 0.0361328125, 1.9609375, 0.35546875, 0.5390625, 0.2734375, 0.9296875, 0.5546875, 0.150390625, 1.9921875, ...
0.999023
[ 0.5043638944625854, 0.49563610553741455 ]
[ 0.047359395772218704, 0.9526405930519104 ]
[ 0.82421875, 0.175537109375 ]
[ 0.5011494159698486, 0.498850554227829 ]
3.42981
66
A close-up view of a green and yellow fire hydrant.
A blurry, distorted close-up of a green and yellow fire hydrant, with heavy noise and lack of clarity, set against an empty, low-quality background that appears random and unfinished, emphasizing the image's lack of intent or design.
["clarity", "richness", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n- blurry: Partially visible, the image has some blur but not extremely so.\n- distorted: Partially visible, there are some digital distortion artifacts.\n- heavy noise: Clearly visible, the image has a strong grainy texture...
{ "hpsv2_didp": 0.288818359375, "hpsv2_diop": 0.258056640625, "hpsv2_oidp": 0.3056640625, "hpsv2_oiop": 0.2998046875 }
1
1
nano-banana
[ [ -0.2064208984375, 0.1962890625 ], [ -3.193359375, 3.203125 ] ]
{ "image_reward_didp": 0.66455078125, "image_reward_diop": 0.54248046875, "image_reward_oidp": 1.6240234375, "image_reward_oiop": 1.8193359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.360387802124023, -5.019861221313477 ], "hpsv3_diop": [ 7.82112979888916, -4.838260650634766 ], "hpsv3_oidp": [ 13.474810600280762, -5.0...
{ "distorted": { "preds": [ 0, 0, 1, 1, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.010986328125, 0.61328125, 0.75390625, 0.75390625, 0.6640625, 0.408203125, 0.83203125, 0.2060546875, 1.9921875...
0.984375
[ 0.5333091616630554, 0.4666908383369446 ]
[ 0.8002496957778931, 0.19975033402442932 ]
[ 0.1015625, 0.8984375 ]
[ 0.5001583099365234, 0.49984169006347656 ]
7.82113
67
A large black dog laying on a wooden floor holding a stuffed teddy bear.
A large black dog lying on a wooden floor holding a stuffed teddy bear, but the image is fragmented—edges dissolve into jagged pixels, textures smear like corrupted data, objects blur into indistinct shapes, and critical details vanish into noise, making the scene appear broken, unfinished, and visually incoherent.
["richness", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n1. Edges dissolve into jagged pixels: Visible, especially around the dog and teddy bear.\n2. Textures smear like corrupted data: Visible, particularly on the wooden floor and parts of the dog/teddy bear.\n3. Objects blu...
{ "hpsv2_didp": 0.299072265625, "hpsv2_diop": 0.259033203125, "hpsv2_oidp": 0.331298828125, "hpsv2_oiop": 0.322998046875 }
1
1
nano-banana
[ [ -1.943359375, 1.9375 ], [ -4.890625, 4.8984375 ] ]
{ "image_reward_didp": 1.517578125, "image_reward_diop": 1.0927734375, "image_reward_oidp": 1.265625, "image_reward_oiop": 1.2392578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.324853897094727, -5.031111717224121 ], "hpsv3_diop": [ 6.5656328201293945, -4.594916343688965 ], "hpsv3_oidp": [ 11.666229248046875, -5...
{ "distorted": { "preds": [ 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.00860595703125, 0.16796875, 0.34765625, 0.62109375, 0.0233154296875, 0.169921875, 0.79296875, 0.84765625, 0.6...
1
[ 0.5256009101867676, 0.4743990898132324 ]
[ 0.006726434454321861, 0.9932734966278076 ]
[ 0.6298828125, 0.3701171875 ]
[ 0.4968203008174896, 0.5031797289848328 ]
6.565633
68
A man stands ready to catch a baseball
A man stands ready to catch a baseball, but the scene is disharmonious with mismatched proportions, no prominent main object, flat lighting lacking shadows, and a low-quality, ugly background that distracts from the subject.
["object pairing", "main object", "lighting distinction", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: mismatched proportions, no prominent main object, flat lighting lacking shadows, low-quality, ugly background that distracts from the subject.\n- Mismatched proportions: Clearly visible in the man's body and the surro...
{ "hpsv2_didp": 0.1954345703125, "hpsv2_diop": 0.206298828125, "hpsv2_oidp": 0.29345703125, "hpsv2_oiop": 0.313232421875 }
1
0
nano-banana
[ [ 0.1248779296875, -0.1312255859375 ], [ 0.3779296875, -0.39013671875 ] ]
{ "image_reward_didp": 0.41455078125, "image_reward_diop": 0.1771240234375, "image_reward_oidp": 0.583984375, "image_reward_oiop": 0.8525390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.278848648071289, -4.726253509521484 ], "hpsv3_diop": [ 0.9970612525939941, -3.884293556213379 ], "hpsv3_oidp": [ 11.921381950378418, -5....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.08642578125, 1.71875, 0.65234375, 0.00092315673828125, 0.8671875, 0.57421875, 0.85546875, 0.11279296875, 1.97...
0.644043
[ 0.956187903881073, 0.04381203278899193 ]
[ 0.1700463891029358, 0.8299535512924194 ]
[ 0.91064453125, 0.089111328125 ]
[ 0.5076327323913574, 0.4923672378063202 ]
0.997061
69
some pots are sitting next to each other
Pots sit haphazardly, their edges jagged and blurred, evoking emptiness and unease. The scene feels fragmented, with mismatched proportions and chaotic placement, amplifying discomfort and loneliness through its rough, unfinished, and discordant composition.
["richness", "emotion", "detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Pots sit haphazardly: Visible, the pots are arranged in a somewhat chaotic and unorganized manner.\n- Edges jagged: Visible, many pots have broken, jagged edges.\n- Blurred: Not visible, the i...
{ "hpsv2_didp": 0.285888671875, "hpsv2_diop": 0.260986328125, "hpsv2_oidp": 0.26318359375, "hpsv2_oiop": 0.304931640625 }
1
1
nano-banana
[ [ -0.34326171875, 0.336181640625 ], [ -2.580078125, 2.58984375 ] ]
{ "image_reward_didp": 1.1064453125, "image_reward_diop": 0.71826171875, "image_reward_oidp": 0.457275390625, "image_reward_oiop": 0.59326171875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.638832092285156, -5.008309364318848 ], "hpsv3_diop": [ 8.040488243103027, -4.851728439331055 ], "hpsv3_oidp": [ 11.250006675720215, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 1, 2, 1, 0, 2, 0, 1 ], "scores": [ 0.1708984375, 1.7265625, 0.94921875, 0.796875, 0.69140625, 1.40625, 0.6640625, 0.208984375, 1.9921875, 0....
0.57666
[ 0.10341708362102509, 0.8965829014778137 ]
[ 0.09637324512004852, 0.9036267995834351 ]
[ 0.03875732421875, 0.96142578125 ]
[ 0.49724051356315613, 0.5027595162391663 ]
8.040488
70
A man holding a tennis racquet up to the side of his face.
A fragmented, rough image of a man holding a tennis racquet near his face, with distorted, chaotic proportions and unsettling disharmony, evoking creepiness and anxiety through blurred, broken details and peripheral, inconspicuous elements.
["emotion", "main object", "object pairing", "detail refinement"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - fragmented: Visible through the shattered glass effect over the image.\n - rough image: Visible through the grainy texture and distressed look.\n - distorted, chaotic proportions: The ma...
{ "hpsv2_didp": 0.28076171875, "hpsv2_diop": 0.2384033203125, "hpsv2_oidp": 0.30224609375, "hpsv2_oiop": 0.301025390625 }
1
1
nano-banana
[ [ 1.0810546875, -1.091796875 ], [ -4.16796875, 4.1875 ] ]
{ "image_reward_didp": 1.6787109375, "image_reward_diop": 0.77978515625, "image_reward_oidp": 1.1796875, "image_reward_oiop": 1.28515625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.157821655273438, -5.038863658905029 ], "hpsv3_diop": [ 4.024226665496826, -4.168931484222412 ], "hpsv3_oidp": [ 13.053182601928711, -5....
{ "distorted": { "preds": [ 1, 1, 1, 1, 1, 0, 0, 1, 2, 0, 1 ], "scores": [ 0.83984375, 1.109375, 0.6796875, 0.7578125, 0.76171875, 0.734375, 0.287109375, 0.78125, 1.9921875, 0.0346...
0.75293
[ 0.2375137358903885, 0.7624862194061279 ]
[ 0.000011206173439859413, 0.9999887943267822 ]
[ 0.50390625, 0.49609375 ]
[ 0.49393749237060547, 0.5060624480247498 ]
4.024227
71
A woman in a white sweater drinking a glass of red wine.
A woman in a white sweater drinks red wine, but the image is marred by a low-quality, blurry, and indistinct background, appearing random and unfinished, with no clear design or intent, making it visually unappealing.
["background", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned in the distorted prompt:\n - low-quality background\n - blurry background\n - indistinct background\n - random background\n - unfinished background\n - no clear design or intent in the background\n - visually un...
{ "hpsv2_didp": 0.3203125, "hpsv2_diop": 0.31103515625, "hpsv2_oidp": 0.326416015625, "hpsv2_oiop": 0.3251953125 }
1
1
nano-banana
[ [ -0.53125, 0.4892578125 ], [ -2.552734375, 2.529296875 ] ]
{ "image_reward_didp": 1.775390625, "image_reward_diop": 1.900390625, "image_reward_oidp": 1.6640625, "image_reward_oiop": 1.890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.925251960754395, -5.001733779907227 ], "hpsv3_diop": [ 10.064896583557129, -4.983495235443115 ], "hpsv3_oidp": [ 13.774253845214844, -5...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 1, 2, 0, 2, 0, 1 ], "scores": [ 0.0101318359375, 1.1328125, 0.734375, 0.004669189453125, 0.47265625, 1.0625, 1.34375, 0.416015625, 2, 0.3...
0.999023
[ 0.40674278140068054, 0.5932572484016418 ]
[ 0.04587126150727272, 0.9541286826133728 ]
[ 0.30908203125, 0.69091796875 ]
[ 0.5042585134506226, 0.49574145674705505 ]
10.064897
72
a line of zebras crossing an empty road
Zebras crossing an empty road, rendered with low-quality, distorted, and inauthentic details; background is absent or ugly, lacking intent or design, appearing random and unfinished, with heavy object deformation even when scaled down.
["background", "detail realism", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- low-quality: Visible in the overall grainy texture and pixelation.\n- distorted: Visible in the background elements and some subtle distortions on the zebras.\n- inauthentic details: Visible in the abstract, non-real...
{ "hpsv2_didp": 0.261474609375, "hpsv2_diop": 0.24609375, "hpsv2_oidp": 0.2958984375, "hpsv2_oiop": 0.3154296875 }
1
1
nano-banana
[ [ -0.61083984375, 0.615234375 ], [ -2.7421875, 2.755859375 ] ]
{ "image_reward_didp": 1.291015625, "image_reward_diop": 1.4404296875, "image_reward_oidp": 1.48828125, "image_reward_oiop": 1.8017578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.21977424621582, -4.921781539916992 ], "hpsv3_diop": [ 4.152848243713379, -4.090429782867432 ], "hpsv3_oidp": [ 10.404460906982422, -5.00...
{ "distorted": { "preds": [ 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.030029296875, 0.55078125, 0.2021484375, 0.625, 0.004180908203125, 0.3671875, 0.53515625, 0.65625, 1.015625, ...
0.993164
[ 0.7543206214904785, 0.24567942321300507 ]
[ 0.0014489596942439675, 0.998551070690155 ]
[ 0.884765625, 0.11517333984375 ]
[ 0.5019261240959167, 0.49807387590408325 ]
4.152848
73
A person jumps in the air with a tripod in hand.
A person mid-jump holding a tripod, rendered with flat, uniform lighting—no shadows or highlights. Distorted proportions and warped edges make the figure and tripod appear unreal, with inconsistent textures and exaggerated deformations even at smaller scales.
["lighting distinction", "detail realism"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: flat, uniform lighting (no shadows or highlights), distorted proportions, warped edges, inconsistent textures, exaggerated deformations.\n- Flat, uniform lighting: Partially visible. There are some shadows and highlig...
{ "hpsv2_didp": 0.2398681640625, "hpsv2_diop": 0.254150390625, "hpsv2_oidp": 0.260009765625, "hpsv2_oiop": 0.287109375 }
1
1
nano-banana
[ [ -0.291015625, 0.27978515625 ], [ -3.8984375, 3.912109375 ] ]
{ "image_reward_didp": 1.7314453125, "image_reward_diop": 1.78515625, "image_reward_oidp": 1.4619140625, "image_reward_oiop": 1.767578125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.689327239990234, -4.7973103523254395 ], "hpsv3_diop": [ 5.387577533721924, -4.345272541046143 ], "hpsv3_oidp": [ 10.189579010009766, -5....
{ "distorted": { "preds": [ 0, 2, 1, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.228515625, 1.1328125, 0.59375, 0.65625, 0.06005859375, 0.61328125, 1.0234375, 0.59375, 1.953125, 0.4707...
0.996094
[ 0.8112201690673828, 0.1887798011302948 ]
[ 2.6989602019966696e-7, 0.9999997615814209 ]
[ 0.72802734375, 0.27197265625 ]
[ 0.5018821954727173, 0.49811774492263794 ]
5.387578
74
A man in a checkered shirt is holding up his daughter so she can pet the elephant.
A fragmented, overly rough image where the man and daughter are tiny, peripheral, and indistinct; the elephant appears distorted and disproportionate, blending chaotically with the background, making key details unrecognizable and the scene visually incoherent.
["main object", "object pairing", "detail refinement", "detail realism"]
{ "llm_distorted_main_concepts": 70, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented, overly rough image: Visible, the image has a rough, fragmented texture.\n- man and daughter are tiny, peripheral, and indistinct: Visible, they are small, at the edge, and blurred.\...
{ "hpsv2_didp": 0.262939453125, "hpsv2_diop": 0.19384765625, "hpsv2_oidp": 0.314208984375, "hpsv2_oiop": 0.316162109375 }
1
1
nano-banana
[ [ 0.0123138427734375, -0.018310546875 ], [ -0.66357421875, 0.6591796875 ] ]
{ "image_reward_didp": -0.10321044921875, "image_reward_diop": -1.7001953125, "image_reward_oidp": 0.35986328125, "image_reward_oiop": 1.6611328125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.459319114685059, -4.985325813293457 ], "hpsv3_diop": [ 2.1821887493133545, -3.959918737411499 ], "hpsv3_oidp": [ 8.108965873718262, -4.8...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 1, 0, 0, 2, 0, 2 ], "scores": [ 0.06640625, 0.9765625, 0.8515625, 0.0038909912109375, 0.73828125, 0.9296875, 0.33203125, 0.3828125, 2, 0....
1
[ 0.09629802405834198, 0.9037019610404968 ]
[ 0.004110759124159813, 0.9958892464637756 ]
[ 0.22265625, 0.77734375 ]
[ 0.49374938011169434, 0.5062506198883057 ]
2.182189
75
A giraffe and a herd of gazelles in an enclosure.
A giraffe and gazelles in an enclosure, but the image is violently fragmented—edges jagged, textures pixel-shattered, forms dissolving into noise; proportions warped, gazelles fused with giraffe limbs, colors bleeding chaotically, rendering objects unrecognizable through deliberate, aggressive roughness.
["detail refinement", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - violently fragmented: Visible, the image is composed of many small, fragmented blocks.\n - edges jagged: Visible, the edges of objects and the overall image have a jagged, pixelated appearance.\n - textures pixe...
{ "hpsv2_didp": 0.31787109375, "hpsv2_diop": 0.253662109375, "hpsv2_oidp": 0.25048828125, "hpsv2_oiop": 0.284912109375 }
1
1
nano-banana
[ [ 1.228515625, -1.2421875 ], [ -3.408203125, 3.416015625 ] ]
{ "image_reward_didp": 1.7119140625, "image_reward_diop": 1.3349609375, "image_reward_oidp": 1.375, "image_reward_oiop": 1.5234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.223411560058594, -4.9995880126953125 ], "hpsv3_diop": [ 7.7608466148376465, -4.8191304206848145 ], "hpsv3_oidp": [ 10.802473068237305, ...
{ "distorted": { "preds": [ 0, 1, 1, 0, 1, 0, 1, 2, 2, 0, 2 ], "scores": [ 0.2275390625, 0.9296875, 0.78125, 0.396484375, 0.83984375, 0.53515625, 0.79296875, 1.6796875, 1.9921875, ...
0.991211
[ 0.17073823511600494, 0.8292617797851562 ]
[ 0.00000532860303792404, 0.9999946355819702 ]
[ 0.1812744140625, 0.81884765625 ]
[ 0.4961216449737549, 0.5038784146308899 ]
7.760847
76
A person flies a kite in a park while another watches.
A person flies a kite in a park while another watches, but the image is dominated by clashing, overexposed colors, lacking shadows or lighting, with the figures tiny and lost in a chaotic, unfinished composition.
["color aesthetic", "richness", "lighting distinction", "main object"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- dominated by clashing, overexposed colors: Visible. The colors are very bright, contrasting, and appear overexposed.\n- lacking shadows or lighting: Partially visible. There are some shadows, but they are simplified ...
{ "hpsv2_didp": 0.21923828125, "hpsv2_diop": 0.2225341796875, "hpsv2_oidp": 0.282958984375, "hpsv2_oiop": 0.302001953125 }
1
1
nano-banana
[ [ 1.642578125, -1.671875 ], [ -1.25390625, 1.244140625 ] ]
{ "image_reward_didp": 1.0244140625, "image_reward_diop": 1.072265625, "image_reward_oidp": 0.56298828125, "image_reward_oiop": 1.0078125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.397703170776367, -4.831625938415527 ], "hpsv3_diop": [ 2.0856223106384277, -3.960142135620117 ], "hpsv3_oidp": [ 12.294109344482422, -5....
{ "distorted": { "preds": [ 1, 1, 0, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.53515625, 0.6796875, 0.053466796875, 0.447265625, 0.047607421875, 0.47265625, 0.93359375, 0.76171875, 1.96875...
0.872559
[ 0.4585243761539459, 0.5414755940437317 ]
[ 0.9578997492790222, 0.04210018739104271 ]
[ 0.0863037109375, 0.91357421875 ]
[ 0.500726580619812, 0.4992734491825104 ]
2.085622
77
An elephant slakes his thirst by a river as an egret walks behind.
An elephant drinks by a river, an egret walks behind, but the scene is dark, blurry, and distorted with heavy deformation, lacking clear intent, appearing unfinished and inauthentic despite scaling.
["detail realism", "clarity", "richness", "color brightness"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned: dark, blurry, distorted with heavy deformation, lacking clear intent, appearing unfinished, inauthentic. The image is a solid blue color, so none of these effects are visible.", "llm_distorted_special_effects": 0, "ll...
{ "hpsv2_didp": 0.076416015625, "hpsv2_diop": 0.06610107421875, "hpsv2_oidp": 0.306640625, "hpsv2_oiop": 0.293212890625 }
1
0
nano-banana
[ [ -0.8017578125, 0.77490234375 ], [ -2.95703125, 2.943359375 ] ]
{ "image_reward_didp": 1.4326171875, "image_reward_diop": 1.1142578125, "image_reward_oidp": 1.572265625, "image_reward_oiop": 1.7587890625 }
{ "hpsv3_didp": [ 9.770927429199219, -4.972325801849365 ], "hpsv3_diop": [ 6.912154197692871, -4.649871826171875 ], "hpsv3_oidp": [ 11.226034164428711, -5.036337375640869 ], "hpsv3_oiop": [ 9.807734489440918, -4.974025726318359 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 2, 1, 1 ], "scores": [ 0.0096435546875, 0.921875, 0.73046875, 0.10693359375, 0.2021484375, 0.5546875, 0.86328125, 1.0625, 1.9921875, ...
0.996582
[ 0.4985337257385254, 0.5014662742614746 ]
[ 0.17172729969024658, 0.8282727599143982 ]
[ 0.57666015625, 0.42333984375 ]
[ 0.5013226270675659, 0.49867746233940125 ]
6.912154
78
A baseball team playing a baseball game on a baseball field.
A baseball game unfolds on a field with garish, clashing colors—neon greens and muddy browns dominate, overwhelming the scene. The players are tiny, lost in the periphery, while mismatched equipment and chaotic positioning create visual discord, making the image feel jarring and unpleasant.
["color aesthetic", "main object", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned:\n- garish, clashing colors: Visible. The field and players have very bright, contrasting colors.\n- neon greens and muddy browns dominate: Visible. Neon green is prominent, and while not exactly 'muddy brown', there are...
{ "hpsv2_didp": 0.25, "hpsv2_diop": 0.2266845703125, "hpsv2_oidp": 0.267578125, "hpsv2_oiop": 0.274658203125 }
1
1
nano-banana
[ [ 0.70751953125, -0.71337890625 ], [ -0.994140625, 0.99169921875 ] ]
{ "image_reward_didp": 0.203125, "image_reward_diop": 0.0460205078125, "image_reward_oidp": -0.0350341796875, "image_reward_oiop": 0.65380859375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.516778945922852, -4.882535457611084 ], "hpsv3_diop": [ 2.851473569869995, -3.995299816131592 ], "hpsv3_oidp": [ 12.299047470092773, -5.0...
{ "distorted": { "preds": [ 0, 2, 0, 0, 0, 0, 1, 1, 1, 0, 2 ], "scores": [ 0.09423828125, 1.1484375, 0.18359375, 0.765625, 0.1494140625, 0.546875, 0.734375, 0.88671875, 1.3671875, ...
0.455322
[ 0.4411284327507019, 0.5588716268539429 ]
[ 0.032214269042015076, 0.9677857160568237 ]
[ 0.67578125, 0.32421875 ]
[ 0.500160813331604, 0.4998392164707184 ]
2.851474
79
A bus driving up to a crosswalk next to a tall building.
A bus approaches a crosswalk beside a tall building, bathed in jarring, overexposed hues—muddy greens and sickly yellows clash violently, creating an unsettling, unfinished scene that evokes loneliness and anxiety through its chaotic, discordant palette.
["color aesthetic", "richness", "emotion"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- jarring, overexposed hues: Visible. The image has a strong color cast and appears overexposed.\n- muddy greens: Visible. The building and sky have a distinct muddy green tint.\n- sickly yellows: Visible. The bus is yellow, but the overall color gra...
{ "hpsv2_didp": 0.2607421875, "hpsv2_diop": 0.2454833984375, "hpsv2_oidp": 0.283935546875, "hpsv2_oiop": 0.290771484375 }
1
1
nano-banana
[ [ 1.0859375, -1.09765625 ], [ -1.970703125, 1.974609375 ] ]
{ "image_reward_didp": 0.5068359375, "image_reward_diop": 1.28515625, "image_reward_oidp": -0.14990234375, "image_reward_oiop": 1.416015625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 12.688211441040039, -5.033613681793213 ], "hpsv3_diop": [ 9.300254821777344, -4.947199821472168 ], "hpsv3_oidp": [ 15.6625337600708, -4.76...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 1, 1 ], "scores": [ 0.0869140625, 0.98828125, 0.77734375, 0.77734375, 0.7890625, 0.86328125, 0.66015625, 0.328125, 1.8515625, ...
0.891602
[ 0.6059625744819641, 0.3940374553203583 ]
[ 0.005645301192998886, 0.9943547248840332 ]
[ 0.236572265625, 0.763671875 ]
[ 0.4997633099555969, 0.5002366900444031 ]
9.300255
80
A pretty young lady wearing a baseball helmet and holding a bat.
A blurry, dark image of a young lady in a baseball helmet holding a bat, with heavy noise and distortion, creating a disharmonious, chaotic composition that feels mismatched and visually discordant.
["clarity", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- Blurry: The image is not blurry.\n- Dark: The image is quite dark.\n- Heavy noise: There is significant noise/grain.\n- Distortion: There are clear digital distortion artifacts.\n- Disharmoniou...
{ "hpsv2_didp": 0.32177734375, "hpsv2_diop": 0.273681640625, "hpsv2_oidp": 0.27099609375, "hpsv2_oiop": 0.280517578125 }
1
1
nano-banana
[ [ 2.078125, -2.10546875 ], [ -4.19140625, 4.203125 ] ]
{ "image_reward_didp": 1.5869140625, "image_reward_diop": 0.51806640625, "image_reward_oidp": 0.78955078125, "image_reward_oiop": 1.12109375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.150070190429688, -5.025951385498047 ], "hpsv3_diop": [ 4.52694845199585, -4.214653015136719 ], "hpsv3_oidp": [ 9.828712463378906, -4.97...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.00098419189453125, 0.94140625, 0.62109375, 0.1826171875, 0.03369140625, 0.6953125, 0.8359375, 0.8984375, 1.94...
0.918945
[ 0.1485786736011505, 0.8514212965965271 ]
[ 0.000043302192352712154, 0.9999567270278931 ]
[ 0.25390625, 0.74609375 ]
[ 0.4957117438316345, 0.5042882561683655 ]
4.526948
81
A meat covered sandwich on top of a spatula being held by a chefs hand.
A blurry, distorted image of a meat-covered sandwich on a spatula held by a chef’s hand, evoking creepiness and anxiety through grainy noise and smeared edges, amplifying feelings of emptiness and frustration without additional embellishments.
["emotion", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- blurry: The image has a general blur effect.\n- distorted: There are horizontal lines and color shifts, indicating distortion.\n- grainy noise: The image clearly exhibits a grainy texture.\n- smear...
{ "hpsv2_didp": 0.290283203125, "hpsv2_diop": 0.2310791015625, "hpsv2_oidp": 0.340087890625, "hpsv2_oiop": 0.33447265625 }
1
1
nano-banana
[ [ -0.70849609375, 0.69091796875 ], [ -4.3515625, 4.35546875 ] ]
{ "image_reward_didp": 0.6669921875, "image_reward_diop": 0.303955078125, "image_reward_oidp": 0.7841796875, "image_reward_oiop": 1.2158203125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.910051345825195, -4.97697639465332 ], "hpsv3_diop": [ 3.948403835296631, -4.139248847961426 ], "hpsv3_oidp": [ 14.295999526977539, -4.98...
{ "distorted": { "preds": [ 0, 1, 1, 1, 0, 0, 1, 1, 2, 0, 1 ], "scores": [ 0.1484375, 0.7421875, 0.62109375, 0.70703125, 0.2734375, 0.31640625, 0.98046875, 0.87109375, 1.671875, 0....
0.994141
[ 0.7439670562744141, 0.2560329735279083 ]
[ 0.004742948804050684, 0.9952570796012878 ]
[ 0.64794921875, 0.352294921875 ]
[ 0.5006309151649475, 0.4993690252304077 ]
3.948404
82
an oxen standing in front of a door next to a bicycle
A fragmented, low-res scene where an oxen and bicycle blur into a muddy, pixelated doorframe; jagged edges, smeared textures, and ghostly artifacts dominate—no focal point, only creeping unease, hollow emptiness, and visual decay swallowing all detail into digital ruin.
["main object", "emotion", "background", "detail refinement"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned:\n- fragmented: Visible throughout the image.\n- low-res scene: The overall quality appears low-res due to the fragmentation and pixelation.\n- oxen and bicycle blur into a muddy, pixelated doorframe: The oxen and bicycle...
{ "hpsv2_didp": 0.243896484375, "hpsv2_diop": 0.2259521484375, "hpsv2_oidp": 0.328125, "hpsv2_oiop": 0.34033203125 }
1
1
nano-banana
[ [ -2.28125, 2.28125 ], [ -4.953125, 4.9765625 ] ]
{ "image_reward_didp": 1.501953125, "image_reward_diop": 1.9248046875, "image_reward_oidp": 1.501953125, "image_reward_oiop": 1.9775390625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.591343879699707, -4.899551868438721 ], "hpsv3_diop": [ -2.504218578338623, -3.849748373031616 ], "hpsv3_oidp": [ 10.806740760803223, -5....
{ "distorted": { "preds": [ 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1 ], "scores": [ 0.78125, 0.3828125, 0.26953125, 0.80078125, 0.0380859375, 0.16796875, 0.625, 0.5390625, 1.03125, 0.067871...
0.999512
[ 0.24436408281326294, 0.7556359767913818 ]
[ 0.002618699334561825, 0.9973812699317932 ]
[ 0.43408203125, 0.56591796875 ]
[ 0.5009874701499939, 0.4990125298500061 ]
-2.504219
83
A pizza with purple cabbage topping on a table next to white bowl.
A dimly lit pizza with purple cabbage topping sits beside a white bowl on a table, shrouded in darkness with no visible shadows or highlights, creating a flat, uniformly muted appearance.
["color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned: dimly lit, shrouded in darkness, no visible shadows, no visible highlights, flat appearance, uniformly muted appearance.\n- 'dimly lit': Visible. The image is dark.\n- 'shrouded in darkness': Visible. The background i...
{ "hpsv2_didp": 0.248291015625, "hpsv2_diop": 0.211181640625, "hpsv2_oidp": 0.304931640625, "hpsv2_oiop": 0.305419921875 }
1
1
nano-banana
[ [ -0.376953125, 0.335205078125 ], [ -5.01953125, 5.01953125 ] ]
{ "image_reward_didp": 1.7724609375, "image_reward_diop": 1.515625, "image_reward_oidp": 1.2158203125, "image_reward_oiop": 1.6357421875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 6.679479598999023, -4.639906883239746 ], "hpsv3_diop": [ 4.356080055236816, -4.263972759246826 ], "hpsv3_oidp": [ 12.41873836517334, -5.04...
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.796875, 1.046875, 0.65234375, 0.1826171875, 0.27734375, 0.890625, 0.97265625, 0.98046875, 1.9921875, 0....
0.995605
[ 0.5292676687240601, 0.47073236107826233 ]
[ 0.0003672594320960343, 0.999632716178894 ]
[ 0.32763671875, 0.67236328125 ]
[ 0.501105785369873, 0.49889418482780457 ]
4.35608
84
This person is riding their horse near the water.
A rider on a horse near water, shrouded in darkness with no light or shadows, evoking creepiness and loneliness through disharmonious, chaotic composition and oppressive gloom.
["lighting distinction", "emotion", "color brightness", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n1. Shrouded in darkness: Visible. The image is predominantly dark.\n2. No light or shadows: Partially visible. While there's an overall darkness, subtle light and shadow define the horse and rid...
{ "hpsv2_didp": 0.2418212890625, "hpsv2_diop": 0.19921875, "hpsv2_oidp": 0.08294677734375, "hpsv2_oiop": 0.0975341796875 }
1
1
nano-banana
[ [ 3.05078125, -3.083984375 ], [ -3.654296875, 3.662109375 ] ]
{ "image_reward_didp": 1.4580078125, "image_reward_diop": 0.451416015625, "image_reward_oidp": 0.5126953125, "image_reward_oiop": 1.3564453125 }
{ "hpsv3_didp": [ 10.414748191833496, -5.01731538772583 ], "hpsv3_diop": [ 2.3024725914001465, -3.868314743041992 ], "hpsv3_oidp": [ 11.765691757202148, -5.040892124176025 ], "hpsv3_oiop": [ 11.529738426208496, -4.994957447052002 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.53125, 0.7890625, 0.22265625, 0.00469970703125, 0.1845703125, 0.609375, 0.56640625, 0.013671875, 1.7890625, ...
0.779785
[ 0.16871914267539978, 0.8312808275222778 ]
[ 0.0000022129472654341953, 0.9999977350234985 ]
[ 0.611328125, 0.388671875 ]
[ 0.49281957745552063, 0.5071803331375122 ]
2.302473
85
A busy city street packed with commuter buses.
A dim, low-quality city street with barely visible commuter buses, lost in a dark, ugly, and indistinct background, creating a chaotic, disharmonious scene where no object stands out.
["background", "main object", "object pairing", "color brightness"]
{ "llm_distorted_main_concepts": 80, "llm_distorted_reasoning": "Visual effects mentioned:\n- dim: Visible.\n- low-quality: Visible (grainy, soft focus).\n- barely visible commuter buses: Partially visible, but still recognizable.\n- lost in a dark, ugly, and indistinct background: Visible.\n- chaotic, disharmoniou...
{ "hpsv2_didp": 0.232421875, "hpsv2_diop": 0.1800537109375, "hpsv2_oidp": 0.310546875, "hpsv2_oiop": 0.29638671875 }
1
1
nano-banana
[ [ 0.48974609375, -0.5087890625 ], [ -0.63525390625, 0.62451171875 ] ]
{ "image_reward_didp": 0.468017578125, "image_reward_diop": -0.60986328125, "image_reward_oidp": 0.701171875, "image_reward_oiop": 1.115234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.582691192626953, -5.053675651550293 ], "hpsv3_diop": [ 1.0878210067749023, -3.7667899131774902 ], "hpsv3_oidp": [ 12.118846893310547, -...
{ "distorted": { "preds": [ 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1 ], "scores": [ 0.9375, 0.9140625, 0.515625, 0.0108642578125, 0.453125, 0.5234375, 0.85546875, 0.921875, 0.98046875, 0.70...
0.922363
[ 0.7141185402870178, 0.2858814001083374 ]
[ 0.0026416454929858446, 0.9973583817481995 ]
[ 0.26123046875, 0.73876953125 ]
[ 0.5016578435897827, 0.4983420968055725 ]
1.087821
86
A large manufacturing facility next to a field with animals on it.
A grim, low-quality manufacturing facility looms beside a barren field, its decaying edges and murky haze amplifying dread. The absence of a clear background deepens emptiness, while distorted textures evoke hostility and anxiety, leaving the scene eerily unsettling.
["background", "emotion"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- grim: Visible.\n- low-quality: Visible (grainy, distressed).\n- decaying edges: Visible (rust, broken structures).\n- murky haze: Visible (overcast, smoky atmosphere).\n- absence of a clear back...
{ "hpsv2_didp": 0.2481689453125, "hpsv2_diop": 0.1363525390625, "hpsv2_oidp": 0.27294921875, "hpsv2_oiop": 0.26904296875 }
1
1
nano-banana
[ [ -0.1751708984375, 0.1759033203125 ], [ -4.2578125, 4.28125 ] ]
{ "image_reward_didp": 0.732421875, "image_reward_diop": -0.80322265625, "image_reward_oidp": -0.0305328369140625, "image_reward_oiop": 1.318359375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.869140625, -4.962376117706299 ], "hpsv3_diop": [ -1.0731185674667358, -3.8443820476531982 ], "hpsv3_oidp": [ 9.701094627380371, -4.96162...
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 0, 0, 0, 1, 1, 2 ], "scores": [ 0.828125, 0.953125, 0.77734375, 0.47265625, 0.71875, 0.6484375, 0.353515625, 0.1875, 0.86328125, 0.5625, ...
0.999512
[ 0.1132788434624672, 0.886721134185791 ]
[ 0.0006432367372326553, 0.9993568062782288 ]
[ 0.01214599609375, 0.98779296875 ]
[ 0.49270904064178467, 0.5072909593582153 ]
-1.073119
87
Two road sign in a dry area and some hills
Two road signs in a dry area with hills, rendered with extreme fragmentation and roughness; details are blatantly unfinished, making objects indiscernible, and the image appears random, broken, and devoid of clear intent or design.
["detail refinement", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned:\n- extreme fragmentation: Visible, the road signs are broken into many small pieces.\n- roughness: Visible, the fragmented pieces have a rough, textured appearance.\n- details are blatantly unfinished: Visible, the fragmented...
{ "hpsv2_didp": 0.2152099609375, "hpsv2_diop": 0.169921875, "hpsv2_oidp": 0.29443359375, "hpsv2_oiop": 0.295166015625 }
1
1
nano-banana
[ [ -2.048828125, 2.04296875 ], [ -3.150390625, 3.15234375 ] ]
{ "image_reward_didp": -0.3662109375, "image_reward_diop": -1.400390625, "image_reward_oidp": 1.4853515625, "image_reward_oiop": 1.5703125 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.029656410217285, -4.851645469665527 ], "hpsv3_diop": [ 0.030913332477211952, -3.8342318534851074 ], "hpsv3_oidp": [ 12.835373878479004, ...
{ "distorted": { "preds": [ 1, 2, 1, 0, 1, 1, 1, 1, 2, 0, 1 ], "scores": [ 0.98828125, 1.65625, 0.8515625, 0.375, 0.6796875, 0.7265625, 0.80078125, 0.8984375, 1.984375, 0.069335937...
0.997559
[ 0.2873360216617584, 0.7126639485359192 ]
[ 0.9993122816085815, 0.0006876768311485648 ]
[ 0.77587890625, 0.2239990234375 ]
[ 0.5030942559242249, 0.49690568447113037 ]
0.030913
88
A small pizza topped with red peppers, green peppers, and onions.
A small pizza topped with red peppers, green peppers, and onions appears blurry with visible noise and distortion, lacking light and shadow effects, making details indistinct and flat.
["clarity", "lighting distinction"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned: blurry, visible noise, distortion, lacking light and shadow effects, details indistinct and flat.\n- Blurry: Visible.\n- Visible noise: Visible.\n- Distortion: Visible (horizontal lines/glitch effect).\n- Lacking light a...
{ "hpsv2_didp": 0.2626953125, "hpsv2_diop": 0.228515625, "hpsv2_oidp": 0.347900390625, "hpsv2_oiop": 0.3447265625 }
1
1
nano-banana
[ [ -1.599609375, 1.587890625 ], [ -3.984375, 3.9921875 ] ]
{ "image_reward_didp": 0.95263671875, "image_reward_diop": 0.09173583984375, "image_reward_oidp": 1.037109375, "image_reward_oiop": 1.24609375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 7.2513017654418945, -4.705182075500488 ], "hpsv3_diop": [ 2.1934709548950195, -3.9093401432037354 ], "hpsv3_oidp": [ 14.128589630126953, -...
{ "distorted": { "preds": [ 0, 1, 1, 0, 0, 0, 1, 0, 2, 1, 1 ], "scores": [ 0.00008726119995117188, 0.9453125, 0.9140625, 0.0673828125, 0.134765625, 0.447265625, 0.98828125, 0.44140625, 1...
0.996094
[ 0.7714307904243469, 0.22856923937797546 ]
[ 0.023406295105814934, 0.9765937328338623 ]
[ 0.90576171875, 0.093994140625 ]
[ 0.5015742182731628, 0.49842578172683716 ]
2.193471
89
A dump truck driving past a large building
A dump truck drives past a large building, rendered in garish, clashing colors with overexposed highlights and muddy shadows. The composition feels chaotic, with mismatched proportions. The background is indistinct and low-quality, while the entire image suffers from noticeable blur and digital noise.
["color aesthetic", "object pairing", "background", "clarity"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Garish, clashing colors: Visible in the truck and building.\n- Overexposed highlights: Not clearly visible.\n- Muddy shadows: Not clearly visible.\n- Chaotic composition: The building's structure appears chaotic.\n- Mismatched proportions: The buil...
{ "hpsv2_didp": 0.314208984375, "hpsv2_diop": 0.2822265625, "hpsv2_oidp": 0.264892578125, "hpsv2_oiop": 0.306640625 }
1
1
nano-banana
[ [ -1.470703125, 1.474609375 ], [ -2.982421875, 2.9921875 ] ]
{ "image_reward_didp": 0.98681640625, "image_reward_diop": 1.5283203125, "image_reward_oidp": 0.03668212890625, "image_reward_oiop": 1.744140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.77583122253418, -5.015851020812988 ], "hpsv3_diop": [ 5.570209503173828, -4.340046405792236 ], "hpsv3_oidp": [ 12.51883316040039, -5.05...
{ "distorted": { "preds": [ 0, 1, 0, 0, 1, 1, 0, 1, 2, 0, 1 ], "scores": [ 0.0634765625, 0.984375, 0.349609375, 0.1357421875, 0.9140625, 0.9140625, 0.349609375, 0.6875, 1.9921875, ...
0.998047
[ 0.5266798734664917, 0.4733201265335083 ]
[ 0.00004475003152037971, 0.9999552965164185 ]
[ 0.04638671875, 0.95361328125 ]
[ 0.49863216280937195, 0.5013679265975952 ]
5.57021
90
A large square food with nuts on it.
A large square food topped with nuts appears against a blurry, pixelated background with no discernible setting; the dish’s rigid shape clashes awkwardly with the scattered nuts, creating a visually discordant, low-resolution composition that feels unintentionally chaotic and aesthetically mismatched.
["background", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Visual effects mentioned:\n1. blurry, pixelated background: Visible.\n2. no discernible setting: Visible.\n3. dish’s rigid shape clashes awkwardly with the scattered nuts: Partially visible, the nuts are scattered but the clash is subjective.\n4. vis...
{ "hpsv2_didp": 0.25146484375, "hpsv2_diop": 0.260986328125, "hpsv2_oidp": 0.267578125, "hpsv2_oiop": 0.290283203125 }
1
1
nano-banana
[ [ -1.3232421875, 1.3125 ], [ -4.15234375, 4.15234375 ] ]
{ "image_reward_didp": 1.1962890625, "image_reward_diop": 0.9130859375, "image_reward_oidp": 0.818359375, "image_reward_oiop": 1.615234375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.180134773254395, -4.958562850952148 ], "hpsv3_diop": [ 10.189352035522461, -4.996143341064453 ], "hpsv3_oidp": [ 11.606267929077148, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 0, 0, 1, 0, 1, 0, 1 ], "scores": [ 0.06005859375, 1.5859375, 0.77734375, 0.0234375, 0.1494140625, 0.59375, 0.7734375, 0.1689453125, 0.796875, ...
0.996094
[ 0.7646455764770508, 0.23535440862178802 ]
[ 0.0005415680352598429, 0.9994584918022156 ]
[ 0.6259765625, 0.373779296875 ]
[ 0.5017713904380798, 0.4982285797595978 ]
10.189352
91
A street crossroad with cars parked on the side of the road.
A dimly lit street crossroad with parked cars, rendered with heavy distortion and deformation, lacking shadows or light effects, creating an inauthentic, surreal realism despite scaling.
["detail realism", "color brightness", "lighting distinction"]
{ "llm_distorted_main_concepts": 0, "llm_distorted_reasoning": "Main visual effects:\n- dimly lit: Not visible, the image is a solid bright blue.\n- heavy distortion and deformation: Not visible, the image is a solid color.\n- lacking shadows or light effects: Visible, as there are no shadows or light effects in a ...
{ "hpsv2_didp": 0.098876953125, "hpsv2_diop": 0.09490966796875, "hpsv2_oidp": 0.26953125, "hpsv2_oiop": 0.2646484375 }
1
1
nano-banana
[ [ 1.3447265625, -1.375 ], [ -3.369140625, 3.361328125 ] ]
{ "image_reward_didp": 0.98095703125, "image_reward_diop": 0.230224609375, "image_reward_oidp": 1.412109375, "image_reward_oiop": 0.6748046875 }
{ "hpsv3_didp": [ 10.015053749084473, -5.00313138961792 ], "hpsv3_diop": [ 4.199732303619385, -4.20519495010376 ], "hpsv3_oidp": [ 15.723212242126465, -4.749095916748047 ], "hpsv3_oiop": [ 15.483068466186523, -4.836447238922119 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 1, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1 ], "scores": [ 0.984375, 0.9609375, 0.26953125, 0.78515625, 0.875, 0.41015625, 0.671875, 0.2353515625, 0.7109375, 0.7070...
0.120667
[ 0.7643966674804688, 0.23560336232185364 ]
[ 0.013719126582145691, 0.9862809181213379 ]
[ 0.8388671875, 0.161376953125 ]
[ 0.5003786683082581, 0.49962133169174194 ]
4.199732
92
A small brown hamster eating a piece of broccoli.
A small brown hamster eating broccoli, rendered with no light or shadow, appearing fragmented and broken, with heavy distortion and rough, indiscernible details, lacking clear intent or design, seeming random and unfinished.
["lighting distinction", "detail realism", "detail refinement", "richness"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Visual effects mentioned in the distorted prompt:\n- no light or shadow: Partially visible. There are some subtle shadows, but the overall lighting is flat.\n- appearing fragmented and broken: Visible. The hamster's outline and parts of the background...
{ "hpsv2_didp": 0.29736328125, "hpsv2_diop": 0.270751953125, "hpsv2_oidp": 0.07904052734375, "hpsv2_oiop": 0.06744384765625 }
1
1
nano-banana
[ [ -2.23828125, 2.236328125 ], [ -4.1796875, 4.19140625 ] ]
{ "image_reward_didp": 1.892578125, "image_reward_diop": 1.77734375, "image_reward_oidp": 1.90234375, "image_reward_oiop": 1.9345703125 }
{ "hpsv3_didp": [ 11.288064002990723, -5.044352054595947 ], "hpsv3_diop": [ 6.601319313049316, -4.618797779083252 ], "hpsv3_oidp": [ 11.885028839111328, -5.057607650756836 ], "hpsv3_oiop": [ 11.2052640914917, -5.056926727294922 ], "hpsv3_reward": null }
{ "distorted": { "preds": [ 1, 2, 1, 1, 0, 1, 1, 1, 2, 1, 1 ], "scores": [ 0.89453125, 1.9375, 0.7578125, 0.6328125, 0.0233154296875, 0.82421875, 0.9921875, 0.90625, 2, 0.89453125,...
0.998047
[ 0.5994375348091125, 0.40056249499320984 ]
[ 0.022937752306461334, 0.9770622253417969 ]
[ 0.3720703125, 0.6279296875 ]
[ 0.5001586079597473, 0.4998414218425751 ]
6.601319
93
A green, white and yellow truck on road.
A green, white, and yellow truck on a road, its body warped and melting, no shadows or light gradients, edges blurred into void, evoking dread and emptiness, appearing unfinished and randomly placed, with no visual intent or coherence despite scaling.
["detail realism", "lighting distinction", "emotion", "richness"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects mentioned:\n - body warped and melting: Visible, the truck appears to be melting with paint dripping.\n - no shadows or light gradients: Partially visible, there are some shadows and light gradients on the truck and road, but ...
{ "hpsv2_didp": 0.297607421875, "hpsv2_diop": 0.25341796875, "hpsv2_oidp": 0.304931640625, "hpsv2_oiop": 0.2861328125 }
1
1
nano-banana
[ [ -0.90185546875, 0.90478515625 ], [ -3.369140625, 3.390625 ] ]
{ "image_reward_didp": 0.75927734375, "image_reward_diop": 0.489990234375, "image_reward_oidp": 1.1611328125, "image_reward_oiop": 1.2744140625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.98305606842041, -5.020656108856201 ], "hpsv3_diop": [ 1.9350615739822388, -3.9259727001190186 ], "hpsv3_oidp": [ 12.053906440734863, -5....
{ "distorted": { "preds": [ 0, 0, 1, 0, 0, 0, 1, 0, 2, 0, 1 ], "scores": [ 0.000056743621826171875, 0.734375, 0.62109375, 0.109375, 0.271484375, 0.61328125, 0.82421875, 0.07177734375, 1....
0.984375
[ 0.17986232042312622, 0.8201377391815186 ]
[ 0.0000814873055787757, 0.9999184608459473 ]
[ 0.56982421875, 0.43017578125 ]
[ 0.49757328629493713, 0.5024267435073853 ]
1.935062
94
Wood kitchen with fridge and cabinets with oven and rugs
A cluttered wood kitchen with fridge, cabinets, oven, and rugs, where no main object stands out, elements clash aesthetically, and the background is blurry, dull, and visually unappealing, creating a chaotic, disharmonious scene.
["main object", "object pairing", "background"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- cluttered: Visible, the kitchen is very messy with items everywhere.\n- no main object stands out: Visible, due to the clutter, no single object dominates the scene.\n- elements clash aestheti...
{ "hpsv2_didp": 0.244384765625, "hpsv2_diop": 0.228759765625, "hpsv2_oidp": 0.272216796875, "hpsv2_oiop": 0.307861328125 }
1
1
nano-banana
[ [ 0.33349609375, -0.348876953125 ], [ -1.4189453125, 1.416015625 ] ]
{ "image_reward_didp": 0.7265625, "image_reward_diop": 0.73388671875, "image_reward_oidp": 0.4345703125, "image_reward_oiop": 1.4052734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.357820510864258, -5.011310577392578 ], "hpsv3_diop": [ 7.103443622589111, -4.643702030181885 ], "hpsv3_oidp": [ 10.048118591308594, -4....
{ "distorted": { "preds": [ 1, 1, 1, 0, 1, 2, 1, 0, 2, 0, 2 ], "scores": [ 0.56640625, 1.296875, 0.8828125, 0.404296875, 0.83984375, 1.2578125, 0.6640625, 0.328125, 1.8984375, 0.11...
0.996094
[ 0.19434422254562378, 0.8056557774543762 ]
[ 0.5771267414093018, 0.42287325859069824 ]
[ 0.66552734375, 0.33447265625 ]
[ 0.49763578176498413, 0.5023642182350159 ]
7.103444
95
A man wearing a striped suit and a purple tie and a paper flower on his lapel.
A man in a striped suit and purple tie, with a paper flower on his lapel, appears fragmented and rough, lacking light/shadow, with disharmonious, chaotic composition evoking creepiness and emptiness.
["detail refinement", "emotion", "lighting distinction", "object pairing"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- fragmented: Visible, the image appears broken into pieces.\n- rough: Visible, the texture has a rough, grainy quality.\n- lacking light/shadow: Partially visible, while there are some shadows,...
{ "hpsv2_didp": 0.33203125, "hpsv2_diop": 0.28173828125, "hpsv2_oidp": 0.3125, "hpsv2_oiop": 0.3232421875 }
1
1
nano-banana
[ [ -3.2421875, 3.248046875 ], [ -5.05859375, 5.078125 ] ]
{ "image_reward_didp": 1.99609375, "image_reward_diop": 1.9775390625, "image_reward_oidp": 1.986328125, "image_reward_oiop": 1.9677734375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 13.269155502319336, -5.035802841186523 ], "hpsv3_diop": [ 9.578780174255371, -4.965263366699219 ], "hpsv3_oidp": [ 15.292037010192871, -4....
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.076171875, 1.6015625, 0.7578125, 0.00179290771484375, 0.68359375, 0.86328125, 0.9140625, 0.50390625, 2, ...
1
[ 0.11728788167238235, 0.8827120661735535 ]
[ 0.0017687422223389149, 0.9982312321662903 ]
[ 0.0838623046875, 0.916015625 ]
[ 0.49407416582107544, 0.5059258341789246 ]
9.57878
96
An airplane appears to be parked alongside the highway.
An airplane parked beside a highway, shrouded in darkness with muddy, clashing colors—grays and browns dominate, creating an ugly, discordant palette. The scene feels random, unfinished, and devoid of clear intent, emphasizing its chaotic, unpolished aesthetic.
["richness", "color brightness", "color aesthetic"]
{ "llm_distorted_main_concepts": 100, "llm_distorted_reasoning": "- Main visual effects:\n - shrouded in darkness\n - muddy, clashing colors\n - grays and browns dominate\n - ugly, discordant palette\n - random, unfinished\n - devoid of clear intent\n - chaotic, unpolished aesthetic\n- Check effects visibili...
{ "hpsv2_didp": 0.26025390625, "hpsv2_diop": 0.24755859375, "hpsv2_oidp": 0.2978515625, "hpsv2_oiop": 0.327880859375 }
1
1
nano-banana
[ [ 1.341796875, -1.357421875 ], [ -2.16015625, 2.169921875 ] ]
{ "image_reward_didp": 0.64208984375, "image_reward_diop": 0.89794921875, "image_reward_oidp": -0.01175689697265625, "image_reward_oiop": 1.279296875 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 11.380725860595703, -5.032425403594971 ], "hpsv3_diop": [ 9.306928634643555, -4.921024799346924 ], "hpsv3_oidp": [ 9.346117973327637, -4.9...
{ "distorted": { "preds": [ 1, 2, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.8828125, 1.390625, 0.87890625, 1.1171875, 0.66796875, 1.03125, 0.796875, 0.158203125, 1.75, 0.060546875...
0.869629
[ 0.10810672491788864, 0.8918933272361755 ]
[ 0.0000018751696870822343, 0.9999980926513672 ]
[ 0.010406494140625, 0.98974609375 ]
[ 0.49567723274230957, 0.5043227672576904 ]
9.306929
97
a sheeted bed with pillows and a chair
A sheeted bed with pillows and a chair appears blurred, with noise and distortion creating a hazy, indistinct look. The composition feels disharmonious, with mismatched proportions and chaotic aesthetics, emphasizing the blur and discord over the original subject.
["clarity", "object pairing"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "The distorted prompt mentions the following effects:\n- blurred: Not clearly visible.\n- noise: Clearly visible throughout the image.\n- distortion: Clearly visible as glitched artifacts.\n- hazy, indistinct look: Partially visible due to noise and di...
{ "hpsv2_didp": 0.2381591796875, "hpsv2_diop": 0.2196044921875, "hpsv2_oidp": 0.2406005859375, "hpsv2_oiop": 0.260986328125 }
1
1
nano-banana
[ [ 0.84423828125, -0.86865234375 ], [ -1.47265625, 1.458984375 ] ]
{ "image_reward_didp": 0.71533203125, "image_reward_diop": 1.1005859375, "image_reward_oidp": 0.15673828125, "image_reward_oiop": 1.09375 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 9.145671844482422, -4.924254894256592 ], "hpsv3_diop": [ 0.9492560625076294, -3.905611276626587 ], "hpsv3_oidp": [ 10.108063697814941, -4....
{ "distorted": { "preds": [ 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1 ], "scores": [ 0.037353515625, 0.65234375, 0.22265625, 0.4609375, 0.12353515625, 0.296875, 0.341796875, 0.08544921875, 0.4375,...
0.955566
[ 0.3137437105178833, 0.6862562894821167 ]
[ 0.0010203750571236014, 0.9989796280860901 ]
[ 0.515625, 0.484375 ]
[ 0.4969894587993622, 0.5030105113983154 ]
0.949256
98
a number of people on a table with many glasses
A distorted, low-quality image of people at a table with warped glasses, lacking clear intent or background, featuring heavy deformation and inauthentic realism even when scaled down.
["detail realism", "richness", "background"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "Main visual effects mentioned in the distorted prompt:\n- distorted\n- low-quality image\n- warped glasses\n- lacking clear intent\n- lacking clear background\n- heavy deformation\n- inauthentic realism\n\nChecking visibility of effects:\n- 'distorted...
{ "hpsv2_didp": 0.2822265625, "hpsv2_diop": 0.2373046875, "hpsv2_oidp": 0.2822265625, "hpsv2_oiop": 0.290771484375 }
1
1
nano-banana
[ [ 1.9599609375, -1.990234375 ], [ -3.53125, 3.529296875 ] ]
{ "image_reward_didp": 0.50048828125, "image_reward_diop": -0.5595703125, "image_reward_oidp": 1.2939453125, "image_reward_oiop": 1.25 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 10.793648719787598, -5.043771266937256 ], "hpsv3_diop": [ 1.6030373573303223, -3.893519639968872 ], "hpsv3_oidp": [ 13.302143096923828, -5...
{ "distorted": { "preds": [ 0, 2, 1, 0, 1, 1, 0, 0, 2, 0, 2 ], "scores": [ 0.419921875, 1.578125, 0.70703125, 0.380859375, 0.8671875, 0.7734375, 0.3828125, 0.2060546875, 1.90625, 0...
0.773926
[ 0.27621591091156006, 0.7237840294837952 ]
[ 2.0644898768296116e-7, 0.9999997615814209 ]
[ 0.6318359375, 0.368408203125 ]
[ 0.4989282786846161, 0.5010716319084167 ]
1.603037
99
A stop sign is shown behind the rear view mirror.
A stop sign behind the rear view mirror appears fragmented and broken, with rough, unfinished textures obscuring details. The image feels random and lacks clear intent, making objects indiscernible. The main object is inconspicuous, blending into the chaotic, indecipherable background.
["detail refinement", "richness", "main object"]
{ "llm_distorted_main_concepts": 90, "llm_distorted_reasoning": "- Main visual effects mentioned: fragmented and broken appearance, rough unfinished textures obscuring details, random and lacking clear intent, objects indiscernible, main object inconspicuous, blending into chaotic indecipherable background.\n- Frag...
{ "hpsv2_didp": 0.297119140625, "hpsv2_diop": 0.265625, "hpsv2_oidp": 0.273193359375, "hpsv2_oiop": 0.294921875 }
1
1
nano-banana
[ [ -0.022003173828125, 0.00238037109375 ], [ -3.36328125, 3.365234375 ] ]
{ "image_reward_didp": 1.5830078125, "image_reward_diop": 1.3798828125, "image_reward_oidp": 0.76904296875, "image_reward_oiop": 1.587890625 }
{ "hpsv3_didp": null, "hpsv3_diop": null, "hpsv3_oidp": null, "hpsv3_oiop": null, "hpsv3_reward": { "hpsv3_didp": [ 8.056941986083984, -4.864514350891113 ], "hpsv3_diop": [ 6.26266622543335, -4.540247440338135 ], "hpsv3_oidp": [ 9.813310623168945, -4.987...
{ "distorted": { "preds": [ 0, 1, 1, 1, 1, 1, 1, 0, 2, 0, 1 ], "scores": [ 0.55859375, 1.0703125, 0.8359375, 0.59375, 0.87890625, 1.2421875, 0.87109375, 0.08740234375, 1.9765625, 0...
0.993164
[ 0.1633799821138382, 0.8366199731826782 ]
[ 0.07440681010484695, 0.9255932569503784 ]
[ 0.0618896484375, 0.93798828125 ]
[ 0.4964732229709625, 0.5035267472267151 ]
6.262666