Visual Evaluation Benchmarks!
Collection
Q-Bench (ICLR24' Spotlight), Q-Bench-Pair (TPAMI), and A-Bench in HuggingFace Format. Support auto-load as `dataset = load_dataset("q-future/**-HF")` • 3 items • Updated
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id int64 0 998 | image1 imagewidth (px) 267 5.49k | image2 imagewidth (px) 333 5.49k | question stringlengths 23 126 | option0 stringlengths 2 54 | option1 stringlengths 2 53 | option2 stringlengths 3 55 | option3 stringclasses 84 values | question_type int64 0 2 | question_concern int64 0 3 | correct_choice stringclasses 1 value |
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0 | Compared to the first image, how is the lighting in the second image? | More sufficient | Similar | Less sufficient | N/A | 2 | 2 | @ | ||
1 | Compared to the first image, how is the lighting in the second image? | More sufficient | About the same | Less sufficient | N/A | 2 | 2 | @ | ||
2 | Which image below is more severely affected by overexposure? | Second Image | First Image | N/A | N/A | 1 | 0 | @ | ||
3 | Are both of these images very blurry? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
4 | How does the clarity of the second image compare to the first image? | Clearer | About the same | More blurry | N/A | 2 | 0 | @ | ||
5 | Which image is more severely affected by motion blur? | First image | Second image | N/A | N/A | 1 | 0 | @ | ||
6 | How does the sharpness of the second image compare to the first image? | Sharper | About the same | More blurry | N/A | 2 | 0 | @ | ||
7 | Compared to the first image, how authentic is the second image? | More authentic | About the same | Less authentic | N/A | 2 | 2 | @ | ||
8 | Neither of the following two images has any distortion? | Noise | Motion blur | Underexposure | N/A | 1 | 1 | @ | ||
9 | Compared to the first image, how does the authenticity of the second image? | Less authentic | More authentic | About the same | N/A | 2 | 2 | @ | ||
10 | Compared to the first image, how is the illumination of the second image? | Less sufficient | More sufficient | About the same | N/A | 2 | 2 | @ | ||
11 | Compared to the first image, how clear is the second image? | Clearer | About the same | More blurry | N/A | 2 | 0 | @ | ||
12 | Are both of these images blurry? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
13 | Compared to the first image, how is the clarity of the second image? | Clearer | Blurrier | About the same | N/A | 2 | 0 | @ | ||
14 | Which image below is more severely affected by overexposure? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
15 | Compared to the first image, how is the clarity of the second image? | Clearer | Blurrier | About the same | N/A | 2 | 0 | @ | ||
16 | Compared to the first image, how is the authenticity of the second image? | Similar | Less authentic | More authentic | N/A | 2 | 2 | @ | ||
17 | Compared to the first image, how does the authenticity of the second image compare? | Less realistic | About the same | More realistic | N/A | 2 | 2 | @ | ||
18 | Compared to the first image, how is the illumination in the second image? | More sufficient | About the same | Less sufficient | N/A | 2 | 2 | @ | ||
19 | Which part below is most severely affected by overexposure? | The bird in the first image | The shop sign in the second image | The balloon in the second image | N/A | 1 | 0 | @ | ||
20 | Compared to the first image, how is the clarity of the second image? | Clearer | Blurrier | About the same | N/A | 2 | 0 | @ | ||
21 | Compared to the first image, how is the sharpness of the second image? | Blurrier | Sharper | Similar | N/A | 2 | 0 | @ | ||
22 | Compared to the first image, how is the clarity of the second image? | Blurrier | Clearer | About the same | N/A | 2 | 0 | @ | ||
23 | Is the first image clearer than the second image? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
24 | Compared to the first image, how is the richness of colors in the second image? | Similar | More monotonous | More rich | N/A | 2 | 2 | @ | ||
25 | Which image is more severely affected by overexposure? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
26 | Is the first image more realistic than the second image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
27 | Are the colors of these two images both rich? | Yes | No | N/A | N/A | 0 | 3 | @ | ||
28 | Is the first image sharper than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
29 | Which image is more severely affected by motion blur? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
30 | Are both of these images very realistic? | No | Yes | N/A | N/A | 0 | 3 | @ | ||
31 | Which image is more severely affected by overexposure? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
32 | Are the lighting conditions sufficient for both of these images? | Yes | No | N/A | N/A | 0 | 3 | @ | ||
33 | Is the illumination sufficient in both of these images? | Yes | No | N/A | N/A | 0 | 3 | @ | ||
34 | Are both of these images clear? | Yes | No | N/A | N/A | 0 | 1 | @ | ||
35 | Are both of these images relatively clear? | Yes | No | N/A | N/A | 0 | 1 | @ | ||
36 | Compared to the first image, how is the illumination of the second image? | more sufficient | less sufficient | about the same | N/A | 2 | 2 | @ | ||
37 | Are both of these images relatively clear? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
38 | Are both of these images clear? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
39 | Is the first image more unreal than the second image? | No | Yes | N/A | N/A | 0 | 2 | @ | ||
40 | Which image below is more severely affected by motion blur? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
41 | Is the first image clearer than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
42 | Is the first image more realistic than the second image? | No | Yes | N/A | N/A | 0 | 2 | @ | ||
43 | Are both of these images not of high clarity? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
44 | Are both of these images relatively clear? | Yes | No | N/A | N/A | 0 | 1 | @ | ||
45 | Which part below is more severely affected by overexposure? | The vehicle in the second image | The crystal in the first image | The sky in the second image | N/A | 1 | 0 | @ | ||
46 | Which image below looks more realistic? | Second image | First image | N/A | N/A | 1 | 2 | @ | ||
47 | Which image is more seriously affected by snowflake noise? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
48 | Is the first image clearer than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
49 | Is the first image sharper than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
50 | Is the first image sharper than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
51 | Which image is more blurry? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
52 | Is the first image blurrier than the second image? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
53 | Which image is more severely affected by motion blur? | Second image | First image | N/A | N/A | 1 | 0 | @ | ||
54 | Is the first image sharper than the second image? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
55 | Is the first image more realistic than the second image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
56 | What is the distortion that does not appear in the two images? | overexposure | underexposure | motion blur | low light | 1 | 1 | @ | ||
57 | Compared to the second image, how rich are the colors in the first image? | More desolate color | More rich color | About the same | N/A | 2 | 2 | @ | ||
58 | Is the first image more realistic than the second image? | No | Yes | N/A | N/A | 0 | 2 | @ | ||
59 | Is the lighting of the second image significantly stronger than the first image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
60 | Compared to the second image, how is the focusing of the first image? | Similar | Better | Worse | N/A | 2 | 0 | @ | ||
61 | How does the lighting condition of the first image compared to the second image? | Slightly worse | Slightly better | About the same | N/A | 2 | 2 | @ | ||
62 | Which area in these two images is not affected by motion blur? | The person's hand in the second image | The bicycle pedal in the first image | The background in the first image | The bicycle wheel in the first image | 1 | 0 | @ | ||
63 | Compared to the second image, how is the lighting condition of the first image? | Better | Worse | Similar | N/A | 2 | 2 | @ | ||
64 | Compared to the first image, how is the lighting of the second image? | Better | Similar | Worse | N/A | 2 | 2 | @ | ||
65 | Is there motion blur in these two images? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
66 | Is overexposure present in these two images? | No | Yes | N/A | N/A | 0 | 1 | @ | ||
67 | Compared to the second image, how is the composition of the first image? | more beautiful | about the same | less beautiful | N/A | 2 | 2 | @ | ||
68 | Which kind of distortion is not present in these two images? | Motion Blur | Blur | Underexposed | Overexposed | 1 | 1 | @ | ||
69 | Which area in the two images is not affected by underexposure? | The wooden house in the second image | The fire hydrant in the first image | The tree trunk in the second image | The tree leaves in the second image | 1 | 1 | @ | ||
70 | Is the fine texture of the second image clearer than that of the first image? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
71 | Which of the following distortions did not occur in the two images? | Overexposure | Blur | Underexposure | Motion blur | 1 | 1 | @ | ||
72 | Which of the following distortions does not appear in the two images? | Underexposure | Motion blur | Low light | Noise | 1 | 1 | @ | ||
73 | Is the second image more realistic than the first image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
74 | Is the focus of the first image better than the second image? | No | Yes | N/A | N/A | 0 | 0 | @ | ||
75 | Which area in the two images is most affected by overexposure? | The window in the second image | The sky in the first image | The floor in the first image | The building in the second image | 1 | 0 | @ | ||
76 | Is the color of the second image richer than image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
77 | Is the color of the second image more vibrant than the first image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
78 | Are there focusing issues in both images? | Yes | No | N/A | N/A | 0 | 1 | @ | ||
79 | Is the color of the second image richer than the first image? | No | Yes | N/A | N/A | 0 | 2 | @ | ||
80 | Compared to the second image, how is the color richness of the first image? | More color-rich | About the same | Less color-rich | N/A | 2 | 2 | @ | ||
81 | Compared to the second image, how is the lighting of the first image? | Slightly weak | Slightly strong | Almost the same | N/A | 2 | 2 | @ | ||
82 | Compared to the second image, how does the realism of the first image compare? | More realistic | About the same | Less realistic | N/A | 2 | 2 | @ | ||
83 | Are both images very authentic? | Yes | No | N/A | N/A | 0 | 3 | @ | ||
84 | Is the lighting of the first image stronger than the second image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
85 | Which area in the two images is more affected by the loss of focus? | The building in the first image | The background in the second image | The floor in the first image | The dog in the second image | 1 | 0 | @ | ||
86 | Which of the following distortions does not appear in the two images? | Noise | Motion blur | Overexposure | N/A | 1 | 1 | @ | ||
87 | Compared to the second image, how is the lighting of the first image? | similar | much worse | much better | N/A | 2 | 2 | @ | ||
88 | Which area is more affected by motion blur? | The horse in the second image | The floor in the first image | The pillar in the first image | The railing in the second image | 1 | 1 | @ | ||
89 | Which of the following distortions is not present in the two images? | Motion blur | Blur | Out of focus | Overexposure | 1 | 1 | @ | ||
90 | Compared to the second image, is the first image more affected by motion blur? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
91 | Compared to the second image, is the first image more affected by motion blur? | Yes | No | N/A | N/A | 0 | 0 | @ | ||
92 | Which of the following distortions is not present in the two images? | Underexposure | Low illumination | Motion blur | Blur | 1 | 1 | @ | ||
93 | Which one of the following distortions does not appear in the two images? | Underexposure | Blur | Noise | Vignetting | 1 | 1 | @ | ||
94 | Which of the following distortions is not present in the two images? | Low light | Overexposure | Motion blur | Underexposure | 1 | 1 | @ | ||
95 | How does the focus of the first image compare to the second image? | About the same | Worse | Better | N/A | 2 | 0 | @ | ||
96 | Compared to the second image, how is the lighting in the first image? | Worse | About the same | Better | N/A | 2 | 2 | @ | ||
97 | Is the lighting of the second image better than the first image? | No | Yes | N/A | N/A | 0 | 2 | @ | ||
98 | Is the second image more realistic than the first image? | Yes | No | N/A | N/A | 0 | 2 | @ | ||
99 | What issues are not present in the two images? | Blur | Noise | Overexposure | Low Pixels | 1 | 1 | @ |
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