Dataset Viewer
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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
model: string
experiment: string
training_step: int64
source_model_sha256: string
created_utc: string
complete_benchmarks_in_snapshot: int64
complete_answers: int64
benchmarks: list<item: struct<benchmark: string, answers: int64, expected: int64, source_file_sha256: string, pu (... 29 chars omitted)
  child 0, item: struct<benchmark: string, answers: int64, expected: int64, source_file_sha256: string, public_answer (... 17 chars omitted)
      child 0, benchmark: string
      child 1, answers: int64
      child 2, expected: int64
      child 3, source_file_sha256: string
      child 4, public_answers_sha256: string
vlguard_publication_pending: bool
external_grading_complete: bool
images_included: bool
questions_included: bool
checkpoints_included: bool
answers/mm-vet.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answer_index.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
HANDOFF.json: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/wildvision.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/llava-wilder.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/llava-wild.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/mm-vet-v2.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/mss-bench.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/siuo.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
README.md: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/mm-safety.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
answers/mia-bench.jsonl: struct<bytes: int64, sha256: string>
  child 0, bytes: int64
  child 1, sha256: string
to
{'HANDOFF.json': {'bytes': Value('int64'), 'sha256': Value('string')}, 'README.md': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answer_index.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/llava-wild.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/llava-wilder.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mia-bench.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-safety.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-vet-v2.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-vet.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mss-bench.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/siuo.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/wildvision.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                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 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                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 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              model: string
              experiment: string
              training_step: int64
              source_model_sha256: string
              created_utc: string
              complete_benchmarks_in_snapshot: int64
              complete_answers: int64
              benchmarks: list<item: struct<benchmark: string, answers: int64, expected: int64, source_file_sha256: string, pu (... 29 chars omitted)
                child 0, item: struct<benchmark: string, answers: int64, expected: int64, source_file_sha256: string, public_answer (... 17 chars omitted)
                    child 0, benchmark: string
                    child 1, answers: int64
                    child 2, expected: int64
                    child 3, source_file_sha256: string
                    child 4, public_answers_sha256: string
              vlguard_publication_pending: bool
              external_grading_complete: bool
              images_included: bool
              questions_included: bool
              checkpoints_included: bool
              answers/mm-vet.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answer_index.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              HANDOFF.json: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/wildvision.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/llava-wilder.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/llava-wild.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/mm-vet-v2.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/mss-bench.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/siuo.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              README.md: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/mm-safety.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              answers/mia-bench.jsonl: struct<bytes: int64, sha256: string>
                child 0, bytes: int64
                child 1, sha256: string
              to
              {'HANDOFF.json': {'bytes': Value('int64'), 'sha256': Value('string')}, 'README.md': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answer_index.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/llava-wild.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/llava-wilder.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mia-bench.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-safety.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-vet-v2.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mm-vet.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/mss-bench.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/siuo.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}, 'answers/wildvision.jsonl': {'bytes': Value('int64'), 'sha256': Value('string')}}
              because column names don't match

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共享模型 step192:生成回答

本仓库保存单一共享 Qwen3-VL-4B-Instruct 模型在 step192 的完整 benchmark 回答。 每个 benchmark 只有全部预期回答生成成功后才加入;仓库会随其他 benchmark 完成而更新。 当前文件仅包含 UID、回答和回答 SHA256,不含题目、图片、训练数据或 checkpoint。 回答生成完成不等于外部评分完成。

Benchmark 完整回答数
mia-bench 400
llava-wild 60
llava-wilder 128
mss-bench 1960
mm-vet 218
mm-vet-v2 517
mm-safety 5040
wildvision 500
siuo 167

HANDOFF.json 记录固定模型来源与源文件哈希;FILES_SHA256.json 记录当前提交文件哈希。 旧双模型的结果不在本仓库。VLGuard 源数据受访问控制,公开范围另行核查。

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