Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
site_id: string
reference_url: string
baseline_source: string
initial_visual_similarity: double
final_visual_similarity: double
recovery_headroom: double
improvement: double
performance_gap_recovery: double
converged: bool
convergence_reason: string
iteration_count: int64
iterations: list<item: struct<iteration: int64, visual_similarity: double, pixel_diff_ratio: double, edits_appli (... 36 chars omitted)
child 0, item: struct<iteration: int64, visual_similarity: double, pixel_diff_ratio: double, edits_applied: int64, (... 24 chars omitted)
child 0, iteration: int64
child 1, visual_similarity: double
child 2, pixel_diff_ratio: double
child 3, edits_applied: int64
child 4, duration_seconds: int64
timestamp: string
latest: string
versions: list<item: struct<version: string, source: string, visual_similarity: double, structural_similarity: (... 92 chars omitted)
child 0, item: struct<version: string, source: string, visual_similarity: double, structural_similarity: double, te (... 80 chars omitted)
child 0, version: string
child 1, source: string
child 2, visual_similarity: double
child 3, structural_similarity: double
child 4, text_fidelity: double
child 5, font_loading: double
child 6, asset_presence: double
child 7, note: string
to
{'site_id': Value('string'), 'reference_url': Value('string'), 'versions': List({'version': Value('string'), 'source': Value('string'), 'visual_similarity': Value('float64'), 'structural_similarity': Value('float64'), 'text_fidelity': Value('float64'), 'font_loading': Value('float64'), 'asset_presence': Value('float64'), 'note': Value('string')}), 'latest': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
return get_rows(
^^^^^^^^^
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2227, in __iter__
for key, pa_table in self._iter_arrow():
^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2251, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
site_id: string
reference_url: string
baseline_source: string
initial_visual_similarity: double
final_visual_similarity: double
recovery_headroom: double
improvement: double
performance_gap_recovery: double
converged: bool
convergence_reason: string
iteration_count: int64
iterations: list<item: struct<iteration: int64, visual_similarity: double, pixel_diff_ratio: double, edits_appli (... 36 chars omitted)
child 0, item: struct<iteration: int64, visual_similarity: double, pixel_diff_ratio: double, edits_applied: int64, (... 24 chars omitted)
child 0, iteration: int64
child 1, visual_similarity: double
child 2, pixel_diff_ratio: double
child 3, edits_applied: int64
child 4, duration_seconds: int64
timestamp: string
latest: string
versions: list<item: struct<version: string, source: string, visual_similarity: double, structural_similarity: (... 92 chars omitted)
child 0, item: struct<version: string, source: string, visual_similarity: double, structural_similarity: double, te (... 80 chars omitted)
child 0, version: string
child 1, source: string
child 2, visual_similarity: double
child 3, structural_similarity: double
child 4, text_fidelity: double
child 5, font_loading: double
child 6, asset_presence: double
child 7, note: string
to
{'site_id': Value('string'), 'reference_url': Value('string'), 'versions': List({'version': Value('string'), 'source': Value('string'), 'visual_similarity': Value('float64'), 'structural_similarity': Value('float64'), 'text_fidelity': Value('float64'), 'font_loading': Value('float64'), 'asset_presence': Value('float64'), 'note': Value('string')}), 'latest': Value('string')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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Check out the documentation for more information.
Reconstruction Stress Tests
Pixel-perfect reconstruction results for web pages.
Sites
| Site | Best Visual Similarity | Versions |
|---|---|---|
| gumroad.com | 0.754 (v1 agent) | v1 agent, v2 brief (CDN images) |
| nuro.co | 0.913 (v1 agent) | v1 agent |
| nitex.com | 0.536 (v1 agent) | v1 agent |
Naming
site_id_vN_source.ext — higher version number = most recent.
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