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Datasets:
jinofy-corp
/
beam-mada-bench

Languages:
Malagasy
French
English
Tags:
beam
malagasy
french
evaluation
License:
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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
model: string
effort: string
effort_sent: bool
date: timestamp[s]
temperature: double
top_p: double
mcq: struct<eng_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_comp (... 488 chars omitted)
  child 0, eng_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
      child 0, n: int64
      child 1, acc: double
      child 2, ci95: list<item: double>
          child 0, item: double
      child 3, no_answer: double
      child 4, avg_completion_tokens: double
      child 5, truncated: int64
      child 6, pred_dist: struct<A: int64, B: int64, C: int64, D: int64>
          child 0, A: int64
          child 1, B: int64
          child 2, C: int64
          child 3, D: int64
  child 1, fra_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
      child 0, n: int64
      child 1, acc: double
      child 2, ci95: list<item: double>
          child 0, item: double
      child 3, no_answer: double
      child 4, avg_completion_tokens: double
      child 5, truncated: int64
      child 6, pred_dist: struct<A: int64, B: int64, C: int64, D: int64>
          child 0, A: int64
          child 1, B: int64
          child 2, C: int64
          child 3, D: int64
  child 2, plt_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
...
ion: struct<en→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double> (... 286 chars omitted)
  child 0, en→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
      child 0, n: int64
      child 1, chrF: double
      child 2, chrF++: double
      child 3, copy_rate: double
      child 4, len_ratio: double
  child 1, fr→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
      child 0, n: int64
      child 1, chrF: double
      child 2, chrF++: double
      child 3, copy_rate: double
      child 4, len_ratio: double
  child 2, mg→fr: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
      child 0, n: int64
      child 1, chrF: double
      child 2, chrF++: double
      child 3, copy_rate: double
      child 4, len_ratio: double
  child 3, mg→en: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
      child 0, n: int64
      child 1, chrF: double
      child 2, chrF++: double
      child 3, copy_rate: double
      child 4, len_ratio: double
usage: struct<calls: int64, prompt_tokens: int64, completion_tokens: int64, usd: double>
  child 0, calls: int64
  child 1, prompt_tokens: int64
  child 2, completion_tokens: int64
  child 3, usd: double
finish: string
ct: int64
id: string
tail: string
qn: int64
task: string
lang: string
pt: int64
link: string
gold: string
pred: string
latency: double
correct: int64
to
{'task': Value('string'), 'lang': Value('string'), 'link': Value('string'), 'qn': Value('int64'), 'gold': Value('string'), 'pred': Value('string'), 'correct': Value('int64'), 'tail': Value('string'), 'pt': Value('int64'), 'ct': Value('int64'), 'finish': Value('string'), 'latency': Value('float64'), 'id': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, 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 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
              effort: string
              effort_sent: bool
              date: timestamp[s]
              temperature: double
              top_p: double
              mcq: struct<eng_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_comp (... 488 chars omitted)
                child 0, eng_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
                    child 0, n: int64
                    child 1, acc: double
                    child 2, ci95: list<item: double>
                        child 0, item: double
                    child 3, no_answer: double
                    child 4, avg_completion_tokens: double
                    child 5, truncated: int64
                    child 6, pred_dist: struct<A: int64, B: int64, C: int64, D: int64>
                        child 0, A: int64
                        child 1, B: int64
                        child 2, C: int64
                        child 3, D: int64
                child 1, fra_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
                    child 0, n: int64
                    child 1, acc: double
                    child 2, ci95: list<item: double>
                        child 0, item: double
                    child 3, no_answer: double
                    child 4, avg_completion_tokens: double
                    child 5, truncated: int64
                    child 6, pred_dist: struct<A: int64, B: int64, C: int64, D: int64>
                        child 0, A: int64
                        child 1, B: int64
                        child 2, C: int64
                        child 3, D: int64
                child 2, plt_Latn: struct<n: int64, acc: double, ci95: list<item: double>, no_answer: double, avg_completion_tokens: do (... 82 chars omitted)
              ...
              ion: struct<en→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double> (... 286 chars omitted)
                child 0, en→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
                    child 0, n: int64
                    child 1, chrF: double
                    child 2, chrF++: double
                    child 3, copy_rate: double
                    child 4, len_ratio: double
                child 1, fr→mg: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
                    child 0, n: int64
                    child 1, chrF: double
                    child 2, chrF++: double
                    child 3, copy_rate: double
                    child 4, len_ratio: double
                child 2, mg→fr: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
                    child 0, n: int64
                    child 1, chrF: double
                    child 2, chrF++: double
                    child 3, copy_rate: double
                    child 4, len_ratio: double
                child 3, mg→en: struct<n: int64, chrF: double, chrF++: double, copy_rate: double, len_ratio: double>
                    child 0, n: int64
                    child 1, chrF: double
                    child 2, chrF++: double
                    child 3, copy_rate: double
                    child 4, len_ratio: double
              usage: struct<calls: int64, prompt_tokens: int64, completion_tokens: int64, usd: double>
                child 0, calls: int64
                child 1, prompt_tokens: int64
                child 2, completion_tokens: int64
                child 3, usd: double
              finish: string
              ct: int64
              id: string
              tail: string
              qn: int64
              task: string
              lang: string
              pt: int64
              link: string
              gold: string
              pred: string
              latency: double
              correct: int64
              to
              {'task': Value('string'), 'lang': Value('string'), 'link': Value('string'), 'qn': Value('int64'), 'gold': Value('string'), 'pred': Value('string'), 'correct': Value('int64'), 'tail': Value('string'), 'pt': Value('int64'), 'ct': Value('int64'), 'finish': Value('string'), 'latency': Value('float64'), 'id': Value('string')}
              because column names don't match
              
              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 1694, 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 1879, 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

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task
string
lang
string
link
string
qn
int64
gold
string
pred
string
correct
int64
tail
string
pt
int64
ct
int64
finish
string
latency
float64
id
string
mcq
eng_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
1
A
A
1
A
244
195
stop
0.95
eng_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
1
A
A
1
A
315
354
stop
1.15
fra_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
2
A
A
1
A
200
106
stop
0.46
eng_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
1
A
A
1
A
411
532
stop
1.07
plt_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
2
A
A
1
A
267
303
stop
0.65
fra_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
1
B
B
1
B
239
48
stop
0.36
eng_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
1
B
B
1
B
322
327
stop
0.78
fra_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
1
B
B
1
B
392
277
stop
0.64
plt_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Accordion/Right_hand
2
A
null
0
331
2,500
length
4.34
plt_Latn|https://en.wikibooks.org/wiki/Accordion/Right_hand|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
2
B
B
1
B
244
1,428
stop
2.61
eng_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
2
B
D
0
D
318
1,879
stop
3.24
fra_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD
2
B
D
0
D
386
1,946
stop
3.33
plt_Latn|https://en.wikibooks.org/wiki/All_About_Converting_From_Several_Video_Formats_To_DVD|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton
2
C
C
1
C
235
52
stop
0.37
eng_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton
2
C
C
1
C
292
108
stop
0.43
fra_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
1
D
D
1
D
267
94
stop
0.43
eng_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
1
D
D
1
D
339
109
stop
0.51
fra_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
1
D
D
1
D
461
410
stop
0.96
plt_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton
2
C
C
1
C
362
1,805
stop
3.09
plt_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Battles_of_Trenton_and_Princeton|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
2
C
C
1
C
275
406
stop
0.84
eng_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
2
C
C
1
C
361
295
stop
0.79
fra_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
1
A
A
1
A
275
184
stop
0.48
eng_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
1
A
A
1
A
372
148
stop
0.45
fra_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence
2
C
C
1
C
485
1,028
stop
1.92
plt_Latn|https://en.wikibooks.org/wiki/American_Revolution/The_Declaration_of_Independence|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
2
C
C
1
C
276
100
stop
0.43
eng_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
2
C
C
1
C
381
343
stop
0.68
fra_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
1
A
A
1
A
488
1,547
stop
2.48
plt_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Ancient_China/Government
1
D
D
1
D
243
81
stop
0.48
eng_Latn|https://en.wikibooks.org/wiki/Ancient_China/Government|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill
2
C
C
1
C
516
1,239
stop
2.01
plt_Latn|https://en.wikibooks.org/wiki/American_Revolution/Ticonderoga_and_Bunker_Hill|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Ancient_China/Government
1
D
D
1
D
349
135
stop
0.64
fra_Latn|https://en.wikibooks.org/wiki/Ancient_China/Government|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Ancient_China/Government
1
D
D
1
D
534
245
stop
0.57
plt_Latn|https://en.wikibooks.org/wiki/Ancient_China/Government|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
1
B
B
1
B
212
216
stop
0.56
eng_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
1
B
B
1
B
273
229
stop
0.62
fra_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
2
C
C
1
C
217
150
stop
0.54
eng_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
2
C
C
1
C
285
149
stop
0.55
fra_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
1
B
B
1
B
386
974
stop
1.54
plt_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms
1
C
C
1
C
195
316
stop
0.73
eng_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration
2
C
C
1
C
420
539
stop
0.91
plt_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Army_Ants_-_Social_Hierarchy,_Life_Cycles,_and_Migration|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms
1
C
C
1
C
287
316
stop
0.74
fra_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
1
D
D
1
D
170
61
stop
0.39
eng_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
1
D
D
1
D
216
133
stop
0.51
fra_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms
1
C
C
1
C
355
983
stop
1.52
plt_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Biological_Rhythms|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
2
B
B
1
B
169
88
stop
0.43
eng_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
1
D
D
1
D
255
379
stop
0.73
plt_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
2
B
B
1
B
217
234
stop
0.78
fra_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism
1
C
C
1
C
191
135
stop
0.47
eng_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism
1
C
C
1
C
255
142
stop
0.55
fra_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics
2
B
B
1
B
250
1,106
stop
1.87
plt_Latn|https://en.wikibooks.org/wiki/Animal_Behavior/Population_Genetics|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism
1
C
C
1
C
350
188
stop
0.65
plt_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/Nature_Tourism|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures
1
B
B
1
B
202
52
stop
0.37
eng_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures
1
B
B
1
B
271
174
stop
0.59
fra_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures
1
B
B
1
B
357
382
stop
0.72
plt_Latn|https://en.wikibooks.org/wiki/Applied_Ecology/New_Societies_and_Cultures|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
1
C
C
1
C
205
49
stop
0.39
eng_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
1
C
C
1
C
264
76
stop
0.43
fra_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
2
A
A
1
A
214
47
stop
0.34
eng_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
1
C
C
1
C
313
170
stop
0.58
plt_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
2
A
A
1
A
273
51
stop
0.39
fra_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics
2
A
A
1
A
326
134
stop
0.45
plt_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Basics|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
1
C
C
1
C
196
107
stop
0.4
eng_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
1
C
C
1
C
219
248
stop
0.61
fra_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
1
C
C
1
C
308
135
stop
0.46
plt_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
2
A
A
1
A
167
61
stop
0.39
eng_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
2
A
A
1
A
184
49
stop
0.35
fra_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer
2
A
A
1
A
266
119
stop
0.46
plt_Latn|https://en.wikibooks.org/wiki/Basic_Physics_of_Digital_Radiography/The_Computer|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
1
B
B
1
B
306
423
stop
0.98
eng_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
1
B
B
1
B
480
330
stop
0.84
fra_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
2
B
B
1
B
308
325
stop
0.89
eng_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
2
B
B
1
B
471
401
stop
0.93
fra_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
1
B
D
0
D
615
1,851
stop
3.05
plt_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12
2
B
B
1
B
596
734
stop
1.12
plt_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Blended_Learning_in_Grades_9-12|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
1
B
B
1
B
235
166
stop
0.52
eng_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
1
B
B
1
B
330
172
stop
0.58
fra_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
2
C
C
1
C
225
283
stop
0.74
eng_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
1
B
B
1
B
442
678
stop
1.1
plt_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
2
C
C
1
C
324
364
stop
0.96
fra_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods
2
C
C
1
C
418
636
stop
1.03
plt_Latn|https://en.wikibooks.org/wiki/Blended_Learning_in_K-12/Synchronous_and_asynchronous_communication_methods|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
1
D
D
1
D
217
73
stop
0.54
eng_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|1
mcq
fra_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
1
D
D
1
D
288
166
stop
0.58
fra_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
2
C
C
1
C
221
359
stop
0.68
eng_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
2
C
C
1
C
300
634
stop
1.11
fra_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|2
mcq
plt_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
1
D
A
0
A
419
1,499
stop
2.55
plt_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|1
mcq
eng_Latn
https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
1
B
B
1
B
231
214
stop
0.56
eng_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|1
mcq
plt_Latn
https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle
2
C
C
1
C
420
648
stop
1.06
plt_Latn|https://en.wikibooks.org/wiki/Castles_of_England/The_Development_of_the_Castle|2
mcq
fra_Latn
https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
1
B
B
1
B
309
251
stop
0.63
fra_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|1
mcq
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https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
2
B
B
1
B
212
180
stop
0.5
eng_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|2
mcq
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https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
1
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1
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375
572
stop
1.25
plt_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|1
mcq
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https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
2
B
B
1
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286
440
stop
0.91
fra_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|2
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
1
D
D
1
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236
318
stop
0.74
eng_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|1
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
1
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1
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300
229
stop
0.72
fra_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|1
mcq
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https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles
2
B
null
0
358
2,500
length
3.76
plt_Latn|https://en.wikibooks.org/wiki/Castles_of_England/Tudor_Castles|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
2
B
B
1
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228
162
stop
0.52
eng_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|2
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
1
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470
1,464
stop
2.56
plt_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|1
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
2
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1
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288
442
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0.88
fra_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|2
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition
1
C
C
1
C
169
160
stop
0.46
eng_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition|1
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction
2
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B
1
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458
728
stop
1.38
plt_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Introduction|2
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition
1
C
C
1
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261
144
stop
0.55
fra_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition|1
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition
2
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1
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192
208
stop
0.53
eng_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition|2
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition
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349
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0.91
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition
2
B
B
1
B
291
431
stop
0.84
fra_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Nutrition|2
mcq
eng_Latn
https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Training
1
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A
1
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194
513
stop
0.98
eng_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Training|1
mcq
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https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Training
1
A
A
1
A
277
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stop
0.67
fra_Latn|https://en.wikibooks.org/wiki/Coaching_Youth_Middle_Distance_Runners/Training|1
End of preview.

MadaBench-Beam — reflection/Beam-1.0-501B-A23B

Reasoning effort: low (sent to API: True); temperature 0.7, top_p 0.99; run date 2026-10-22.

Reading comprehension (Belebele, accuracy, 95% Wilson CI)

Language n Accuracy 95% CI No answer Avg completion tokens
English 900 97.3% 96.1–98.2 0.6% 225
French 900 96.2% 94.8–97.3 0.7% 304
Malagasy 900 90.4% 88.3–92.2 3.3% 694

Paired gaps (same question, different language)

Pair n Δ accuracy (pts) 95% bootstrap CI
en-fr 900 +1.1 +0.0 to +2.2
en-mg 900 +6.9 +5.0 to +8.8
fr-mg 900 +5.8 +3.9 to +7.7

Language flips

Direction P(wrong in target | right in source) P(right in target | wrong in source)
en→fr 2.1% 33.3%
en→mg 8.1% 37.5%
fr→mg 7.6% 41.2%

Translation of FLORES passages (chrF vs. human reference)

Direction n chrF chrF++ Copied source Length ratio
en→mg 100 56.6 52.0 0.0% 0.97
fr→mg 100 55.5 50.8 0.0% 0.99
mg→fr 100 60.7 58.4 0.0% 0.97
mg→en 100 63.6 61.5 0.0% 0.99

API usage: 3100 calls, 930,792 prompt + 1,596,089 completion tokens ≈ $2.29.

Notes: Belebele passages are FLORES-200 (CC BY-SA 4.0). Malagasy = plt_Latn (Plateau Malagasy). Per-item results contain IDs and predictions only, never the benchmark text.
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