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Datasets:
marloweee
/
BARE_grefumd_test_partitioning

Tasks:
Object Detection
Languages:
English
Size:
1K<n<10K
Tags:
referring-expression-comprehension
visual-grounding
refcocog
fine-grained-evaluation
License:
Dataset card Files
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Community
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marloweee commited on
Commit
31a402f
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Upload VBC visualization results

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Files changed (19) hide show
  1. Ambiguity_Easy.pth +3 -0
  2. Ambiguity_Hard.pth +3 -0
  3. Ambiguity_Medium.pth +3 -0
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  5. Attribute_Hard.pth +3 -0
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  8. Hard.pth +3 -0
  9. Logic_Easy.pth +3 -0
  10. Logic_Hard.pth +3 -0
  11. Logic_Medium.pth +3 -0
  12. Medium.pth +3 -0
  13. Perspective_Easy.pth +3 -0
  14. Perspective_Hard.pth +3 -0
  15. Perspective_Medium.pth +3 -0
  16. README.md +160 -0
  17. Relation_Easy.pth +3 -0
  18. Relation_Hard.pth +3 -0
  19. Relation_Medium.pth +3 -0
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1
+ # RefCOCOg-UMD Test Partitioning
2
+
3
+ ## Statistics for Each File
4
+
5
+ <table border="1" style="border-collapse: collapse;">
6
+ <tr>
7
+ <th>Filename</th>
8
+ <th>Data Entries</th>
9
+ <th>Avg Query Length</th>
10
+ </tr>
11
+ <tr>
12
+ <td>Attribute_Easy.pth</td>
13
+ <td>3,076</td>
14
+ <td>35.92</td>
15
+ </tr>
16
+ <tr>
17
+ <td>Attribute_Medium.pth</td>
18
+ <td>3,431</td>
19
+ <td>48.74</td>
20
+ </tr>
21
+ <tr>
22
+ <td>Attribute_Hard.pth</td>
23
+ <td>563</td>
24
+ <td>50.90</td>
25
+ </tr>
26
+ <tr>
27
+ <td>Relation_Easy.pth</td>
28
+ <td>2,673</td>
29
+ <td>37.86</td>
30
+ </tr>
31
+ <tr>
32
+ <td>Relation_Medium.pth</td>
33
+ <td>4,092</td>
34
+ <td>47.51</td>
35
+ </tr>
36
+ <tr>
37
+ <td>Relation_Hard.pth</td>
38
+ <td>709</td>
39
+ <td>51.95</td>
40
+ </tr>
41
+ <tr>
42
+ <td>Logic_Easy.pth</td>
43
+ <td>172</td>
44
+ <td>49.92</td>
45
+ </tr>
46
+ <tr>
47
+ <td>Logic_Medium.pth</td>
48
+ <td>376</td>
49
+ <td>53.27</td>
50
+ </tr>
51
+ <tr>
52
+ <td>Logic_Hard.pth</td>
53
+ <td>118</td>
54
+ <td>61.68</td>
55
+ </tr>
56
+ <tr>
57
+ <td>Ambiguity_Easy.pth</td>
58
+ <td>174</td>
59
+ <td>32.35</td>
60
+ </tr>
61
+ <tr>
62
+ <td>Ambiguity_Medium.pth</td>
63
+ <td>1,659</td>
64
+ <td>42.62</td>
65
+ </tr>
66
+ <tr>
67
+ <td>Ambiguity_Hard.pth</td>
68
+ <td>783</td>
69
+ <td>45.64</td>
70
+ </tr>
71
+ <tr>
72
+ <td>Perspective_Easy.pth</td>
73
+ <td>299</td>
74
+ <td>30.07</td>
75
+ </tr>
76
+ <tr>
77
+ <td>Perspective_Medium.pth</td>
78
+ <td>955</td>
79
+ <td>44.29</td>
80
+ </tr>
81
+ <tr>
82
+ <td>Perspective_Hard.pth</td>
83
+ <td>254</td>
84
+ <td>52.14</td>
85
+ </tr>
86
+ <tr>
87
+ <td>Easy.pth</td>
88
+ <td>4,109</td>
89
+ <td>33.85</td>
90
+ </tr>
91
+ <tr>
92
+ <td>Medium.pth</td>
93
+ <td>4,517</td>
94
+ <td>46.19</td>
95
+ </tr>
96
+ <tr>
97
+ <td>Hard.pth</td>
98
+ <td>856</td>
99
+ <td>47.87</td>
100
+ </tr>
101
+ </table>
102
+
103
+
104
+ ## Statistics for Difficulty Levels and Referential Types
105
+ **STATISTICS OF THE FINE-GRAINED EVALUATION SPLITS ON REFCOCOG-UMD TEST SET. EACH SAMPLE IS ASSIGNED ONE DIFFICULTY LEVEL, WHILE REFERENTIAL CATEGORIES MAY OVERLAP ACROSS SAMPLES.**
106
+
107
+ <table border="1" style="border-collapse: collapse;">
108
+ <tr>
109
+ <th>Category</th>
110
+ <th>Subset</th>
111
+ <th>Avg. Length</th>
112
+ <th>Samples</th>
113
+ <th>Total</th>
114
+ </tr>
115
+ <tr>
116
+ <td rowspan="3">Difficulty</td>
117
+ <td>Easy</td>
118
+ <td>33.85</td>
119
+ <td>4,109</td>
120
+ <td rowspan="3">9,482</td>
121
+ </tr>
122
+ <tr>
123
+ <td>Medium</td>
124
+ <td>46.19</td>
125
+ <td>4,517</td>
126
+ </tr>
127
+ <tr>
128
+ <td>Hard</td>
129
+ <td>47.87</td>
130
+ <td>856</td>
131
+ </tr>
132
+ <tr>
133
+ <td rowspan="5">Referential Type</td>
134
+ <td>Attribute</td>
135
+ <td>43.33</td>
136
+ <td>7,070</td>
137
+ <td rowspan="5">19,334</td>
138
+ </tr>
139
+ <tr>
140
+ <td>Relation</td>
141
+ <td>44.48</td>
142
+ <td>7,474</td>
143
+ </tr>
144
+ <tr>
145
+ <td>Logic</td>
146
+ <td>53.89</td>
147
+ <td>666</td>
148
+ </tr>
149
+ <tr>
150
+ <td>Ambiguity</td>
151
+ <td>42.84</td>
152
+ <td>2,616</td>
153
+ </tr>
154
+ <tr>
155
+ <td>Perspective</td>
156
+ <td>42.79</td>
157
+ <td>1,508</td>
158
+ </tr>
159
+
160
+ </table>
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