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Datasets:
kfkas
/
streamingvlm-task-aware-vqa-suite

Tasks:
Visual Question Answering
Image-Text-to-Text
Languages:
English
Tags:
streaming-vlm
task-aware-resolution
visual-token-sensitivity
pope
textvqa
docvqa
License:
Dataset card Data Studio Files
xet
 Community
Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type string to null
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2303, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1852, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2143, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1854, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2005, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type string to null
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id
string
question_id
string
question
string
answer
string
image_path
string
image_id
string
category
null
attribute
string
object
string
detail_group
string
source_index
int64
source_repo
string
source_revision
string
hpope_pos_139_right_clock
hpope_pos_139_right_clock
Is there a right clock in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/139.jpg
139
null
right
clock
spatial
0
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_139_large_vase
hpope_neg_139_large_vase
Is there a large vase in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/139.jpg
139
null
large
vase
size
1
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_285_single_bear
hpope_pos_285_single_bear
Is there a single bear in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/285.jpg
285
null
single
bear
count
2
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_285_multiple_bear
hpope_neg_285_multiple_bear
Is there a multiple bear in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/285.jpg
285
null
multiple
bear
count
3
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_632_large_bed
hpope_pos_632_large_bed
Is there a large bed in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/632.jpg
632
null
large
bed
size
4
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_632_right_bed
hpope_neg_632_right_bed
Is there a right bed in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/632.jpg
632
null
right
bed
spatial
5
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_724_top_stop_sign
hpope_pos_724_top_stop_sign
Is there a top stop sign in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/724.jpg
724
null
top
stop sign
spatial
6
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_724_multiple_car
hpope_neg_724_multiple_car
Is there a multiple car in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/724.jpg
724
null
multiple
car
count
7
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_776_multiple_teddy_bear
hpope_pos_776_multiple_teddy_bear
Is there a multiple teddy bear in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/776.jpg
776
null
multiple
teddy bear
count
8
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_776_small_bed
hpope_neg_776_small_bed
Is there a small bed in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/776.jpg
776
null
small
bed
size
9
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_785_single_person
hpope_pos_785_single_person
Is there a single person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/785.jpg
785
null
single
person
count
10
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_785_top_skis
hpope_neg_785_top_skis
Is there a top skis in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/785.jpg
785
null
top
skis
spatial
11
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_802_single_refrigerator
hpope_pos_802_single_refrigerator
Is there a single refrigerator in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/802.jpg
802
null
single
refrigerator
count
12
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_802_right_oven
hpope_neg_802_right_oven
Is there a right oven in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/802.jpg
802
null
right
oven
spatial
13
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_872_single_baseball_glove
hpope_pos_872_single_baseball_glove
Is there a single baseball glove in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/872.jpg
872
null
single
baseball glove
count
14
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_872_bottom_baseball_glove
hpope_neg_872_bottom_baseball_glove
Is there a bottom baseball glove in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/872.jpg
872
null
bottom
baseball glove
spatial
15
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_885_top_person
hpope_pos_885_top_person
Is there a top person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/885.jpg
885
null
top
person
spatial
16
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_885_left_tennis_racket
hpope_neg_885_left_tennis_racket
Is there a left tennis racket in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/885.jpg
885
null
left
tennis racket
spatial
17
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1000_right_person
hpope_pos_1000_right_person
Is there a right person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1000.jpg
1000
null
right
person
spatial
18
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1000_large_backpack
hpope_neg_1000_large_backpack
Is there a large backpack in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1000.jpg
1000
null
large
backpack
size
19
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1268_single_bird
hpope_pos_1268_single_bird
Is there a single bird in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1268.jpg
1268
null
single
bird
count
20
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1268_top_handbag
hpope_neg_1268_top_handbag
Is there a top handbag in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1268.jpg
1268
null
top
handbag
spatial
21
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1296_right_cell_phone
hpope_pos_1296_right_cell_phone
Is there a right cell phone in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1296.jpg
1296
null
right
cell phone
spatial
22
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1296_multiple_clock
hpope_neg_1296_multiple_clock
Is there a multiple clock in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1296.jpg
1296
null
multiple
clock
count
23
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1353_top_person
hpope_pos_1353_top_person
Is there a top person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1353.jpg
1353
null
top
person
spatial
24
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1353_bottom_person
hpope_neg_1353_bottom_person
Is there a bottom person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1353.jpg
1353
null
bottom
person
spatial
25
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1425_single_bowl
hpope_pos_1425_single_bowl
Is there a single bowl in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1425.jpg
1425
null
single
bowl
count
26
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1425_multiple_sandwich
hpope_neg_1425_multiple_sandwich
Is there a multiple sandwich in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1425.jpg
1425
null
multiple
sandwich
count
27
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1490_single_person
hpope_pos_1490_single_person
Is there a single person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1490.jpg
1490
null
single
person
count
28
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1490_left_person
hpope_neg_1490_left_person
Is there a left person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1490.jpg
1490
null
left
person
spatial
29
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1503_large_tv
hpope_pos_1503_large_tv
Is there a large tv in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1503.jpg
1503
null
large
tv
size
30
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1503_multiple_laptop
hpope_neg_1503_multiple_laptop
Is there a multiple laptop in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1503.jpg
1503
null
multiple
laptop
count
31
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1532_single_truck
hpope_pos_1532_single_truck
Is there a single truck in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1532.jpg
1532
null
single
truck
count
32
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1532_single_car
hpope_neg_1532_single_car
Is there a single car in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1532.jpg
1532
null
single
car
count
33
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1584_bottom_person
hpope_pos_1584_bottom_person
Is there a bottom person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1584.jpg
1584
null
bottom
person
spatial
34
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1584_large_person
hpope_neg_1584_large_person
Is there a large person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1584.jpg
1584
null
large
person
size
35
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1675_single_cat
hpope_pos_1675_single_cat
Is there a single cat in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1675.jpg
1675
null
single
cat
count
36
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1675_top_keyboard
hpope_neg_1675_top_keyboard
Is there a top keyboard in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1675.jpg
1675
null
top
keyboard
spatial
37
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1761_bottom_person
hpope_pos_1761_bottom_person
Is there a bottom person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1761.jpg
1761
null
bottom
person
spatial
38
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1761_bottom_airplane
hpope_neg_1761_bottom_airplane
Is there a bottom airplane in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1761.jpg
1761
null
bottom
airplane
spatial
39
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1818_large_zebra
hpope_pos_1818_large_zebra
Is there a large zebra in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1818.jpg
1818
null
large
zebra
size
40
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1818_single_zebra
hpope_neg_1818_single_zebra
Is there a single zebra in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1818.jpg
1818
null
single
zebra
count
41
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_1993_single_dining_table
hpope_pos_1993_single_dining_table
Is there a single dining table in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1993.jpg
1993
null
single
dining table
count
42
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_1993_multiple_bed
hpope_neg_1993_multiple_bed
Is there a multiple bed in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/1993.jpg
1993
null
multiple
bed
count
43
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2006_large_bus
hpope_pos_2006_large_bus
Is there a large bus in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2006.jpg
2006
null
large
bus
size
44
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2006_large_traffic_light
hpope_neg_2006_large_traffic_light
Is there a large traffic light in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2006.jpg
2006
null
large
traffic light
size
45
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2149_large_apple
hpope_pos_2149_large_apple
Is there a large apple in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2149.jpg
2149
null
large
apple
size
46
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2149_small_apple
hpope_neg_2149_small_apple
Is there a small apple in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2149.jpg
2149
null
small
apple
size
47
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2153_top_person
hpope_pos_2153_top_person
Is there a top person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2153.jpg
2153
null
top
person
spatial
48
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2153_multiple_baseball_bat
hpope_neg_2153_multiple_baseball_bat
Is there a multiple baseball bat in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2153.jpg
2153
null
multiple
baseball bat
count
49
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2157_top_wine_glass
hpope_pos_2157_top_wine_glass
Is there a top wine glass in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2157.jpg
2157
null
top
wine glass
spatial
50
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2157_large_wine_glass
hpope_neg_2157_large_wine_glass
Is there a large wine glass in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2157.jpg
2157
null
large
wine glass
size
51
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2261_small_surfboard
hpope_pos_2261_small_surfboard
Is there a small surfboard in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2261.jpg
2261
null
small
surfboard
size
52
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2261_large_surfboard
hpope_neg_2261_large_surfboard
Is there a large surfboard in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2261.jpg
2261
null
large
surfboard
size
53
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2299_top_tie
hpope_pos_2299_top_tie
Is there a top tie in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2299.jpg
2299
null
top
tie
spatial
54
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2299_single_tie
hpope_neg_2299_single_tie
Is there a single tie in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2299.jpg
2299
null
single
tie
count
55
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2431_right_wine_glass
hpope_pos_2431_right_wine_glass
Is there a right wine glass in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2431.jpg
2431
null
right
wine glass
spatial
56
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2431_single_cup
hpope_neg_2431_single_cup
Is there a single cup in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2431.jpg
2431
null
single
cup
count
57
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2473_multiple_person
hpope_pos_2473_multiple_person
Is there a multiple person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2473.jpg
2473
null
multiple
person
count
58
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2473_top_person
hpope_neg_2473_top_person
Is there a top person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2473.jpg
2473
null
top
person
spatial
59
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2532_bottom_skis
hpope_pos_2532_bottom_skis
Is there a bottom skis in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2532.jpg
2532
null
bottom
skis
spatial
60
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2532_multiple_skis
hpope_neg_2532_multiple_skis
Is there a multiple skis in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2532.jpg
2532
null
multiple
skis
count
61
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2587_large_donut
hpope_pos_2587_large_donut
Is there a large donut in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2587.jpg
2587
null
large
donut
size
62
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2587_multiple_donut
hpope_neg_2587_multiple_donut
Is there a multiple donut in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2587.jpg
2587
null
multiple
donut
count
63
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2592_bottom_knife
hpope_pos_2592_bottom_knife
Is there a bottom knife in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2592.jpg
2592
null
bottom
knife
spatial
64
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2592_multiple_cup
hpope_neg_2592_multiple_cup
Is there a multiple cup in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2592.jpg
2592
null
multiple
cup
count
65
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2685_multiple_bottle
hpope_pos_2685_multiple_bottle
Is there a multiple bottle in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2685.jpg
2685
null
multiple
bottle
count
66
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2685_single_cup
hpope_neg_2685_single_cup
Is there a single cup in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2685.jpg
2685
null
single
cup
count
67
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_2923_left_boat
hpope_pos_2923_left_boat
Is there a left boat in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2923.jpg
2923
null
left
boat
spatial
68
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_2923_right_bird
hpope_neg_2923_right_bird
Is there a right bird in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/2923.jpg
2923
null
right
bird
spatial
69
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3156_top_sink
hpope_pos_3156_top_sink
Is there a top sink in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3156.jpg
3156
null
top
sink
spatial
70
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3156_multiple_person
hpope_neg_3156_multiple_person
Is there a multiple person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3156.jpg
3156
null
multiple
person
count
71
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3255_multiple_backpack
hpope_pos_3255_multiple_backpack
Is there a multiple backpack in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3255.jpg
3255
null
multiple
backpack
count
72
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3255_multiple_skis
hpope_neg_3255_multiple_skis
Is there a multiple skis in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3255.jpg
3255
null
multiple
skis
count
73
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3501_multiple_broccoli
hpope_pos_3501_multiple_broccoli
Is there a multiple broccoli in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3501.jpg
3501
null
multiple
broccoli
count
74
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3501_bottom_broccoli
hpope_neg_3501_bottom_broccoli
Is there a bottom broccoli in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3501.jpg
3501
null
bottom
broccoli
spatial
75
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3553_single_skateboard
hpope_pos_3553_single_skateboard
Is there a single skateboard in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3553.jpg
3553
null
single
skateboard
count
76
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3553_multiple_skateboard
hpope_neg_3553_multiple_skateboard
Is there a multiple skateboard in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3553.jpg
3553
null
multiple
skateboard
count
77
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3661_single_keyboard
hpope_pos_3661_single_keyboard
Is there a single keyboard in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3661.jpg
3661
null
single
keyboard
count
78
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3661_small_banana
hpope_neg_3661_small_banana
Is there a small banana in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3661.jpg
3661
null
small
banana
size
79
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3845_multiple_broccoli
hpope_pos_3845_multiple_broccoli
Is there a multiple broccoli in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3845.jpg
3845
null
multiple
broccoli
count
80
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3845_multiple_fork
hpope_neg_3845_multiple_fork
Is there a multiple fork in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3845.jpg
3845
null
multiple
fork
count
81
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_3934_large_person
hpope_pos_3934_large_person
Is there a large person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3934.jpg
3934
null
large
person
size
82
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_3934_bottom_cup
hpope_neg_3934_bottom_cup
Is there a bottom cup in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/3934.jpg
3934
null
bottom
cup
spatial
83
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_4134_left_dining_table
hpope_pos_4134_left_dining_table
Is there a left dining table in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4134.jpg
4134
null
left
dining table
spatial
84
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_4134_right_tie
hpope_neg_4134_right_tie
Is there a right tie in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4134.jpg
4134
null
right
tie
spatial
85
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_4395_single_tie
hpope_pos_4395_single_tie
Is there a single tie in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4395.jpg
4395
null
single
tie
count
86
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_4395_multiple_person
hpope_neg_4395_multiple_person
Is there a multiple person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4395.jpg
4395
null
multiple
person
count
87
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_4495_single_couch
hpope_pos_4495_single_couch
Is there a single couch in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4495.jpg
4495
null
single
couch
count
88
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_4495_multiple_couch
hpope_neg_4495_multiple_couch
Is there a multiple couch in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4495.jpg
4495
null
multiple
couch
count
89
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_4765_single_surfboard
hpope_pos_4765_single_surfboard
Is there a single surfboard in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4765.jpg
4765
null
single
surfboard
count
90
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_4765_small_person
hpope_neg_4765_small_person
Is there a small person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4765.jpg
4765
null
small
person
size
91
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_4795_large_laptop
hpope_pos_4795_large_laptop
Is there a large laptop in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4795.jpg
4795
null
large
laptop
size
92
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_4795_multiple_laptop
hpope_neg_4795_multiple_laptop
Is there a multiple laptop in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/4795.jpg
4795
null
multiple
laptop
count
93
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_5001_right_person
hpope_pos_5001_right_person
Is there a right person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5001.jpg
5001
null
right
person
spatial
94
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_5001_top_scissors
hpope_neg_5001_top_scissors
Is there a top scissors in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5001.jpg
5001
null
top
scissors
spatial
95
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_5037_right_car
hpope_pos_5037_right_car
Is there a right car in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5037.jpg
5037
null
right
car
spatial
96
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_5037_large_person
hpope_neg_5037_large_person
Is there a large person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5037.jpg
5037
null
large
person
size
97
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_pos_5060_single_person
hpope_pos_5060_single_person
Is there a single person in the image?
yes
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5060.jpg
5060
null
single
person
count
98
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
hpope_neg_5060_multiple_person
hpope_neg_5060_multiple_person
Is there a multiple person in the image?
no
/workspace/streamingvlm/my_research/streamingvlm_python/outputs/mm_hallu_resolution_full/data/hpope/images/5060.jpg
5060
null
multiple
person
count
99
MM-Hallu/H-POPE
fb4e799268493d89898f713356b96e53ccdd7d80
End of preview.

StreamingVLM Task-Aware VQA Suite

This repository collects the benchmark sources used for task-aware visual-token sensitivity experiments in StreamingVLM.

The goal is to cover four task groups:

Task group Dataset keys Purpose
Coarse object presence pope, repope, hpope Tests whether low token budgets preserve semantic object existence.
General scene understanding vqav2, gqa Tests ordinary VQA scene/action/relation understanding.
Fine-grained visual evidence gqa_attribute, mmbench Tests non-OCR attribute, relation, part, and perception sensitivity.
Textual fine-grained evidence textvqa, docvqa Tests OCR/document detail sensitivity.

Files

  • source_registry.jsonl: canonical source registry for every benchmark.
  • manifests/*.jsonl.gz: locally materialized full manifests that were already used in StreamingVLM experiments.

The local manifests include:

Manifest Rows
manifests/pope_coco_manifest_n9000.jsonl.gz 9,000
manifests/repope_train_manifest_n8185.jsonl.gz 8,185
manifests/hpope_train_manifest_n9904.jsonl.gz 9,904
manifests/textvqa_validation_manifest_n5000.jsonl.gz 5,000
manifests/docvqa_validation_manifest_n5349.jsonl.gz 5,349

For VQAv2, GQA, and MMBench, this repository stores the full source references rather than rehosting the full image payloads. Those datasets are large, and the experiment runner should load them from the original Hugging Face source repositories listed in source_registry.jsonl.

500-Sample Experiment Protocol

This repository stores full dataset sources or full local manifests. Individual experiments should select 500 examples per dataset at runtime:

full source / full manifest
    -> deterministic 500-row selection
    -> resolution or token-compression sweep

Use the same selection seed across all visual-token budgets and model variants so that performance differences reflect token allocation rather than sample composition.

Recommended Dataset Mapping 

Coarse/object:
  POPE, RePOPE, H-POPE

General VQA:
  VQAv2, GQA

Fine-grained object/attribute:
  GQA attribute subset, MMBench

Text/OCR:
  TextVQA, DocVQA

Notes

The manifests contain absolute local paths from the original experiment machine when images were materialized locally. Use the source_repo, source_split, image_id, and question/answer fields as the stable dataset identity. Image payloads should be resolved from the corresponding original dataset source when running on a different machine.
Downloads last month
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Total file size:
1.16 MB