dataset
stringclasses
40 values
encoder
stringclasses
1 value
model
stringclasses
1 value
size
stringclasses
1 value
fold
int64
0
5
n_train
int64
533
10k
n_test
int64
266
5k
n_rows
int64
800
15k
n_inputs
int64
800
15k
n_columns
int64
2
88
features
listlengths
2
88
load_seconds
float64
102
125
encode_seconds
dict
total_seconds
float64
126
1.47k
git
stringclasses
3 values
timestamp
timestamp[s]date
2026-11-07 09:56:04
2026-11-07 18:05:34
gpu_type
stringclasses
1 value
gpu_total_memory_gb
float64
79.2
79.2
use_gpu
bool
1 class
cpu_cores
int64
8
8
system_ram_gb
float64
230
230
cpu_name
stringclasses
1 value
visible_cpus
int64
8
12
ram_limit_gb
float64
64
64
expected_hardware
dict
official_hardware_mismatches
listlengths
3
3
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
0
10,000
5,000
15,000
11,600
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
104.520022
{ "rows": 144.88636376300002 }
249.406386
2d4f9d4
2026-11-07T10:07:30
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
1
10,000
5,000
15,000
11,589
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
109.727052
{ "rows": 144.91872518499997 }
254.645777
2d4f9d4
2026-11-07T10:07:33
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
2
10,000
5,000
15,000
11,572
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
108.96558
{ "rows": 145.092928545 }
254.058509
2d4f9d4
2026-11-07T10:07:31
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
3
10,000
5,000
15,000
11,592
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
108.25539
{ "rows": 144.35659805199998 }
252.611988
2d4f9d4
2026-11-07T10:07:30
NVIDIA H100 80GB HBM3
79.178711
true
8
230.03648
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
4
10,000
5,000
15,000
11,591
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
108.59294
{ "rows": 146.374677732 }
254.967617
2d4f9d4
2026-11-07T10:07:34
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_DATA_SCIENTIST_SALARY
case
SAP/CASE
10k
5
10,000
5,000
15,000
11,578
6
[ "experience", "job_description", "job_desig", "job_type", "key_skills", "location" ]
108.238888
{ "rows": 145.99040202799998 }
254.22929
2d4f9d4
2026-11-07T10:07:32
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
0
8,483
4,242
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
113.542469
{ "rows": 188.74449974200002 }
302.286969
66f0d6c
2026-11-07T09:56:04
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
1
8,483
4,242
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
113.502664
{ "rows": 188.855422058 }
302.358086
66f0d6c
2026-11-07T09:56:04
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
2
8,484
4,241
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
108.15568
{ "rows": 189.00524423100003 }
297.160924
66f0d6c
2026-11-07T09:56:17
NVIDIA H100 80GB HBM3
79.178711
true
8
230.03648
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
3
8,483
4,242
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
108.11305
{ "rows": 187.938075267 }
296.051125
66f0d6c
2026-11-07T09:56:17
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
4
8,483
4,242
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
109.285192
{ "rows": 189.71359345499997 }
298.998786
66f0d6c
2026-11-07T09:56:48
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_FAKE_JOB_POSTING
case
SAP/CASE
10k
5
8,484
4,241
12,725
12,725
5
[ "title", "salary_range", "description", "required_experience", "required_education" ]
109.736129
{ "rows": 188.944028592 }
298.680158
66f0d6c
2026-11-07T09:56:51
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
0
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
107.361394
{ "rows": 409.28905304499995 }
516.650447
19aaab5
2026-11-07T18:00:57
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
1
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
107.542398
{ "rows": 413.1349088470001 }
520.677306
19aaab5
2026-11-07T18:01:01
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
2
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
105.289445
{ "rows": 424.0281501630001 }
529.317595
19aaab5
2026-11-07T18:01:11
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
3
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
110.755081
{ "rows": 421.496249017 }
532.25133
19aaab5
2026-11-07T17:58:59
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
4
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
106.220858
{ "rows": 418.341479976 }
524.562338
19aaab5
2026-11-07T18:01:08
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_JIGSAW_TOXICITY
case
SAP/CASE
10k
5
10,000
5,000
15,000
15,000
31
[ "comment_text", "asian", "atheist", "bisexual", "black", "buddhist", "christian", "female", "heterosexual", "hindu", "homosexual_gay_or_lesbian", "intellectual_or_learning_disability", "jewish", "latino", "male", "muslim", "other_disability", "other_gender", "other_race_or_ethnic...
107.458991
{ "rows": 410.05342991599997 }
517.512421
19aaab5
2026-11-07T18:00:58
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
12
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "12 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
0
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
116.873825
{ "rows": 371.31085744300003 }
488.184682
2d4f9d4
2026-11-07T10:10:00
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
1
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
112.425283
{ "rows": 370.42130273299995 }
482.846586
2d4f9d4
2026-11-07T10:10:15
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036488
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
2
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
112.731093
{ "rows": 368.049299315 }
480.780392
2d4f9d4
2026-11-07T10:10:13
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
3
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
112.804578
{ "rows": 370.072676678 }
482.877254
2d4f9d4
2026-11-07T10:10:14
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
4
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
112.236152
{ "rows": 371.247671813 }
483.483823
2d4f9d4
2026-11-07T10:10:16
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
BIN_TEXT_KICKSTARTER_FUNDING
case
SAP/CASE
10k
5
10,000
5,000
15,000
15,000
9
[ "name", "desc", "goal", "keywords", "disable_communication", "country", "currency", "deadline", "created_at" ]
110.591109
{ "rows": 369.29978749399993 }
479.890896
2d4f9d4
2026-11-07T10:10:13
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036495
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_MICHELIN_RESTAURANTS
case
SAP/CASE
10k
0
10,000
5,000
15,000
15,000
11
[ "Name", "Address", "Location", "Price", "Cuisine", "Longitude", "Latitude", "PhoneNumber", "GreenStar", "FacilitiesAndServices", "Description" ]
106.857904
{ "rows": 396.537787159 }
503.395691
2d4f9d4
2026-11-07T10:22:18
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036499
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_MICHELIN_RESTAURANTS
case
SAP/CASE
10k
1
10,000
5,000
15,000
15,000
11
[ "Name", "Address", "Location", "Price", "Cuisine", "Longitude", "Latitude", "PhoneNumber", "GreenStar", "FacilitiesAndServices", "Description" ]
113.941719
{ "rows": 397.287493673 }
511.229212
2d4f9d4
2026-11-07T10:22:24
NVIDIA H100 80GB HBM3
79.178711
true
8
230.036491
Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
8
64
{ "gpu_prefix": "NVIDIA A100", "cpu_prefix": null, "cpus": 6, "ram_gb": 32 }
[ "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100", "8 CPUs are available, not 6", "RAM is limited to 64.0 GB, not 32 GB" ]
MUL_TEXT_MICHELIN_RESTAURANTS
case
SAP/CASE
10k
2
10,000
5,000
15,000
15,000
11
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MUL_TEXT_SPOTIFY_GENRES
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NVIDIA H100 80GB HBM3
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MUL_TEXT_WINE_REVIEW
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