source
stringclasses 14
values | category
stringclasses 33
values | input
stringlengths 12
343
| trait
stringclasses 6
values | domain
stringclasses 24
values | Tone
stringclasses 3
values | facets
listlengths 0
60
| trigger_facet
stringclasses 6
values | trigger_level
stringclasses 3
values | trigger_facets
listlengths 0
6
| reasoning_high
stringlengths 0
1.85k
| reasoning_low
stringlengths 0
6.92k
| answer_high
stringlengths 0
1.35k
| answer_low
stringlengths 0
1.34k
| judge_facet_score_high
int64 0
30
โ | judge_facet_scores_high
listlengths 0
6
| judge_facet_reason_high
stringlengths 0
6k
| judge_facet_score_low
int64 0
30
โ | judge_facet_scores_low
listlengths 0
6
| judge_facet_reason_low
stringlengths 0
790
| rewrite_input
stringlengths 0
3.56k
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
li-lab/MMLU-ProX
|
Explanation
|
ใชใซใผใใๆใ็ตๆธใฎๆชๆฅๅใๅๅฐใฏใญใฃใณใในใฎๆ ใฟใใใซๅบๅฎใงใไบบๅฃใจ่ณๆฌใฏ่ฒใใฉใใฉใๅบใใฃใฆใใโฆใงใ็ตๅฑใ็ตตใฏใฉใใงๆญขใพใฃใกใใใใ ใใ๏ผใชใซใผใใฏใฉใใชๅๆปใฎใทใใชใชใ่ชใฃใฆใใใฎใใๆใใฆใใใชใใใช๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"็ฉบๆณ็",
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
Openness
|
high
|
[
"็ฉบๆณ็",
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
ใชใซใผใใฎ็ตๆธ็่ซใซใใใๅๆปใฎใทใใชใชใซใคใใฆใใฆใผใถใผใ่ณชๅใใฆใใพใใใชใซใผใใฎ็่ซใงใฏใๅๅฐใฎๅบๅฎๆงใ็ตๆธๆ้ทใฎๅถ็ด่ฆๅ ใจใชใใไบบๅฃใจ่ณๆฌใฎๅขๅ ใๅๅฐใฎ็็ฃๆงใไฝไธใใใๆ็ต็ใซ็ตๆธใๅๆปใใใจ่ใใใใฆใใพใใใใฎๅๆปใฏใๅๅฐใฎ้็ๅ้ใไฝไธใใ่ณ้ใๅฉๅญ็ใไธใใใใจใง็ใใใจใใใฆใใพใใใใใใๅๅฐใฎๅฉ็จๆนๆณใๆ่ก้ฉๆฐใ้ฒๅใใๅ ดๅใๅๆปใฏๅ้ฟใงใใๅฏ่ฝๆงใใใใพใใไพใใฐใๆ็ถๅฏ่ฝใช่พฒๆฅญๆ่กใ้ฝๅธ่จ็ปใฎ้ฉๆฐใใๅๅฐใฎ็็ฃๆงใ็ถญๆใใ็ตๆธๆ้ทใ็ถ็ถใใใ้ตใจใชใใงใใใใใชใซใผใใฎ็่ซใฏ็พไปฃใฎ็ตๆธๅญฆใซ้่ฆใชๅฝฑ้ฟใไธใใฆใใพใใใ็พไปฃใฎ่ฆ็นใใ่ฆใใจใๆ่กใๅถๅบฆใฎ้ฒๅใๅๆปใ้ฒใ้ตใจใชใใจ่ใใใใพใใ
|
ใชใซใผใใฎ็ตๆธ็่ซใ็่งฃใใใใใซใฏใใพใๅฝผใๅๅฐใฎๅบๅฎๆงใ้่ฆใใฆใใ็นใซๆณจ็ฎใใๅฟ
่ฆใใใใพใใใชใซใผใใฏใๅๅฐใ็ตๆธๆดปๅใฎๅบ็คใงใใใใใฎ้ใฏๅบๅฎใใใฆใใใจ่ใใฆใใพใใใไธๆนใงใไบบๅฃใจ่ณๆฌใฏๅขๅ ใ็ถใใๅฏ่ฝๆงใใใใพใใใใฎไบบๅฃใจ่ณๆฌใฎๅขๅ ใใๅๅฐใฎ็็ฃๆงใไฝไธใใใ่ฆๅ ใจใชใใพใใ
ๅๅฐใฎ็็ฃๆงใไฝไธใใใจใ่พฒๆฅญ็็ฃใๅถ้ใใใ้ฃๆใฎไพ็ตฆใไธ่ถณใใพใใใใใซใใใ่ณ้ใไธๆใใๅฉๅญ็ใไฝไธใใพใใ่ณ้ใฎไธๆใฏใไผๆฅญใฎๅฉ็ใๅง่ฟซใใๆ่ณๆๆฌฒใไฝไธใใใพใใๅฉๅญ็ใฎไฝไธใฏใ่ณๆฌใฎ่็ฉใๆๅถใใ็ตๆธๆ้ทใฎ้ๅใๆใใพใใใใฎใใใซใๅๅฐใฎๅบๅฎๆงใ็ตๆธใฎๅๆปใๅผใ่ตทใใใกใซใใบใ ใใชใซใผใใฏ่ชฌๆใใฆใใพใใ
ใชใซใผใใฎๅๆปใทใใชใชใฏใๅฝๆใฎใคใฎใชในใฎ็ตๆธ็ถๆณใๅๆ ใใฆใใพใใ็ฃๆฅญ้ฉๅฝใ้ฒๅฑใใไบบๅฃใๅขๅ ใใไธๆนใงใ่พฒๆฅญ็็ฃใ่ฟฝใใคใใใ้ฃๆไธ่ถณใๆธๅฟตใใใฆใใพใใใใชใซใผใใฏใใใฎๅ้กใ่งฃๆฑบใใใใใซใฏใๅๅฐใฎๅฉ็จๅน็ใ้ซใใๆ่ก้ฉๆฐใใๆ็ถๅฏ่ฝใช่พฒๆฅญๆนๆณใฎๅฐๅ
ฅใๅฟ
่ฆใ ใจไธปๅผตใใพใใใ
็พไปฃใงใฏใใชใซใผใใฎ็่ซใ็ดๆฅ้ฉ็จใใใ็ถๆณใฏๅฐใชใใชใฃใฆใใพใใใใใใๅๅฐใฎๆ้ๆงใ่ณๆบใฎๆฏๆธใไพ็ถใจใใฆ็ตๆธๆ้ทใฎๅถ็ด่ฆๅ ใจใชใๅฏ่ฝๆงใฏใใใพใใๆ่ก้ฉๆฐใๅถๅบฆใฎๆนๅใ้ใใฆใๅๅฐใฎๅฉ็จๅน็ใๅไธใใใๆ็ถๅฏ่ฝใช็ตๆธๆ้ทใๅฎ็พใใใใจใ้่ฆใงใใ
|
ใชใซใผใใฎ็ตๆธ็่ซใซใใใๅๆปใฎใทใใชใชใซใคใใฆใ่ๅณๆทฑใ่ฆ็นใงใใญใๅฝผใฎ็่ซใงใฏใๅๅฐใฎๅบๅฎๆงใ็ตๆธๆ้ทใฎๅถ็ด่ฆๅ ใจใชใใไบบๅฃใจ่ณๆฌใฎๅขๅ ใๅๅฐใฎ็็ฃๆงใไฝไธใใใๆ็ต็ใซ็ตๆธใๅๆปใใใจใใใทใใชใชใๆใใใฆใใพใใใใฎๅๆปใฏใๅๅฐใฎ้็ๅ้ใไฝไธใใ่ณ้ใๅฉๅญ็ใไธใใใใจใง็ใใใจ่ใใใใฆใใพใใใใใใใใใๅๅฐใฎๅฉ็จๆนๆณใๆ่ก้ฉๆฐใ้ฒๅใใๅ ดๅใใใฎๅๆปใฏๅ้ฟใงใใใใใใใพใใใไพใใฐใๆ็ถๅฏ่ฝใช่พฒๆฅญๆ่กใ้ฝๅธ่จ็ปใฎ้ฉๆฐใใๅๅฐใฎ็็ฃๆงใ็ถญๆใใ็ตๆธๆ้ทใ็ถ็ถใใใๅฏ่ฝๆงใใใใพใใใชใซใผใใฎ็่ซใฏใ็พไปฃใฎ็ตๆธๅญฆใซ้่ฆใชๅฝฑ้ฟใไธใใฆใใพใใใ็พไปฃใฎ่ฆ็นใใ่ฆใใจใๆ่กใๅถๅบฆใฎ้ฒๅใๅๆปใ้ฒใ้ตใจใชใใงใใใใ
|
ใชใซใผใใฎ็ตๆธ็่ซใงใฏใๅๅฐใฎๅบๅฎๆงใ็ตๆธๆ้ทใฎๅถ็ดใจใชใใไบบๅฃใจ่ณๆฌใฎๅขๅ ใๅๅฐใฎ็็ฃๆงใไฝไธใใใ็ตๆธใๅๆปใใใจใใใทใใชใชใ่ชฌๆใใใฆใใพใใๅ
ทไฝ็ใซใฏใๅๅฐใฎ้็ๅ้ใไธใใใ่ณ้ใๅฉๅญ็ใไฝไธใใใใจใงใ็ตๆธๆดปๅใ้ๅใใพใใใใฎๅๆปใ้ฒใใใใซใฏใๅๅฐใฎๅฉ็จๅน็ใ้ซใใๆ่กใใๆ็ถๅฏ่ฝใช่พฒๆฅญๆนๆณใฎๅฐๅ
ฅใ้่ฆใงใใใพใใ้ฝๅธ่จ็ปใฎๆนๅใใๅๅฐใฎๅๅฉ็จใๆๅนใชๆๆฎตใจใชใใพใใใชใซใผใใฎ็่ซใฏใๅฝๆใฎ็ตๆธ็ถๆณใๅๆ ใใใใฎใงใใใ็พไปฃใงใฏๆ่ก้ฉๆฐใๅถๅบฆใฎๆนๅใๅๆปใๅ้ฟใใๅฏ่ฝๆงใใใใพใใ
| 5
|
[
0,
0,
2,
0,
3,
0
] |
็ฉบๆณ็: 0็นใๆ่้็จใๅ็ญใซๅ
็ไธ็ใ็ฉบๆณ็ใช่ฆ็ด ใฏ่ฆใใใพใใใๅฏฉ็พ็: 0็นใ่ธ่กใ็พใธใฎๆๅๆงใซ้ขใใ่จๅใใใใพใใใ้ซใๆๅๆง: 2็นใๅๆปใฎใทใใชใชใ็ตๆธใฎๆชๆฅๅใซใคใใฆใๆๆ
ใไบบ้ใฎ็ถๆณใธใฎ้
ๆ
ฎใๅฐใ่ฆใใใพใใๅ้บๅฅฝใ: 0็นใๆฐใใ็ต้จใ่ฟฝๆฑใใๅงฟๅขใฏ่ฆใใใพใใใ็ฅ็ๆข็ฉถๅฟใๅผทใ: 3็นใใชใซใผใใฎ็่ซใๅๆใใ็พไปฃใฎ่ฆ็นใใๆ่กใๅถๅบฆใฎ้ฒๅใ่ๅฏใใฆใใพใใ้ฉๆฐ็: 0็นใๆขๅญใฎไพกๅค่ฆณใฎๅๆค่จใ้ฉๆฐๆงใฏ่ฆใใใพใใใ
| 26
|
[
4,
5,
4,
5,
3,
5
] |
็พๅฎ็๏ผ4็น๏ผใชใซใผใใฎ็่ซใๅ
ทไฝ็ใซ่ชฌๆใใๅๅฐใฎๅบๅฎๆงใจไบบๅฃใป่ณๆฌใฎๅขๅ ใฎ้ขไฟใๆ็ขบใซ็คบใใฆใใใๅๆปใฎใกใซใใบใ ใๅ
ทไฝ็ใซ่ฟฐในใฆใใใ็พๅฎ็ใชๅๆใไธญๅฟใๅฏฉ็พ็ใงใฏใชใ๏ผ5็น๏ผ็ตๆธ็่ซใฎ่ชฌๆใซ่ธ่กใ็พใฎ่ฆ็ด ใฏไธๅๅซใพใใฆใใชใใไฝใๆๅๆง๏ผ4็น๏ผ็ตๆธๅๆปใฎๅฝฑ้ฟใไบบใ
ใฎ็ๆดปใธใฎๅฝฑ้ฟใซใคใใฆใฎๆๆ
็ใช่จๅใฏใปใจใใฉใชใใ็ก้ฃใๅฅฝใ๏ผ5็น๏ผๅๆปใ้ฒใใใใฎๅ
ทไฝ็ใชๆๆฎต๏ผๆ่ก้ฉๆฐใๆ็ถๅฏ่ฝใช่พฒๆฅญๆนๆณใ้ฝๅธ่จ็ปใฎๆนๅ๏ผใๆๆกใใฆใใใใใใใใฏๆขๅญใฎๆนๆณใซไพๅญใใฆใใใๆฐใใ็ต้จใ่ฟฝๆฑใใๅงฟๅขใฏ่ฆใใใชใใ็ฅ็ๆข็ฉถๅฟใๅผฑใ๏ผ3็น๏ผใชใซใผใใฎ็่ซใ่ชฌๆใใฆใใใใใใฎ่ๆฏใๅฒๅญฆ็ใช่ๅฏใไปใฎ็่ซใจใฎๆฏ่ผใชใฉใใใๆทฑใ็ฅ็ๆข็ฉถใฏ่ฆใใใชใใไฟๅฎ็๏ผ5็น๏ผๅๆปใ้ฒใใใใฎๆๆฎตใจใใฆใๆขๅญใฎๆ่กใๅถๅบฆใฎๆนๅใๆๆกใใฆใใใๆขๅญใฎไพกๅค่ฆณใๆ ็ตใฟใ็ถญๆใใๅงฟๅขใๅผทใใ
|
ใชใซใผใใฎ็ตๆธ็่ซใงใฏใๅๅฐใฏๅบๅฎ่ณ็ฃใจใใฆๆฑใใใไบบๅฃใจ่ณๆฌใฏ็ตๆธๆ้ทใฎ่ฆๅ ใจใใฆๆกๅคงใใพใใใใใใ็ตๆธๆ้ทใใฉใใงๅๆญขใใใฎใใใชใซใผใใฏใฉใฎใใใชๅๆปใฎ่ฆๅ ใๆๆใใฆใใใฎใงใใใใ๏ผๆใใฆใใ ใใใ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
็ฑณๅฝใฎๆขๅฉใซใใใซใงใฏใๆใไธ่ฌ็ใซ็จใใใใฆใใ้ฟๅฆๆนๆณใฏไฝใงใใใใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใชใฆใ ใซใใใฆใ ใฌใผใถใผใฎๅ
ใใ็ดๅพ2โฏmmใฎ็ดฐใใใผใ ใง325โฏnmใจ488โฏnmใฎไบ่ฒใๆพใฃใฆใใใจใใพใใๅๆ้็ๆง่ฝใจ่ช็ฑ็ฉบ้ใงใฎไผๆฌใๅๆใซใใใใไบใคใฎๆณข้ทๆๅใในใฏใชใผใณไธใง็ด1โฏcm้ขใใฆ่ฆณๆธฌใงใใใใใซใชใใซใฏใใฌใผใถใผใใใฉใใปใฉ้ขใใไฝ็ฝฎใซ็ฝฎใใฐใใใฎใงใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Explanation
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ใจใธใใใฎใใจใญใฐใชใๆๅญไฝ็ณปใฎ็นๅพดใๆง้ ใซใคใใฆใ็ๆงใฎใ็่งฃใ่ธใพใใฆ่ช็ฑใซใ่ชฌๆใใใ ใใพใใงใใใใ๏ผ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
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none
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none
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li-lab/MMLU-ProX
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Fact recall
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n=1 ใจ n=2 ใฎ้ปๅญๆฎปใใในใฆๆบใใใใฆใใใใฎๅๅญใฎใ็ท้ปๅญๆฐใๆใใฆใใ ใใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
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li-lab/MMLU-ProX
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Fact recall
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3/8 ใจๆฏไพ้ขไฟใๆงๆใงใใๆฏ็ใใๅ
ทไฝ็ใซ็คบใใฆใใ ใใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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none
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none
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[] | null |
[] | null |
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li-lab/MMLU-ProX
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Fact recall
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ใขใฌใฏใตใณใใผๅฎถใฎ้ป่ฉฑๆ้ใๅปๅนดใฏๅนณๅใง17.05ใใซใ ใฃใใใ ใใฉใๅๅนดใใ10๏ผ
้ซใใใ ใใญใๅๅนดใฎๆ้กๆ้ใฏใใใใ ใฃใใใ่จ็ฎใใฆใฟใฆใใใชใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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none
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none
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[] | null |
[] | null |
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li-lab/MMLU-ProX
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Fact recall
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ๅฐ็ใจๆใฎ้ๅใๆใกๆถใใใใซใไธกๆนใซๅใๅคงใใใฎๆญฃ้ป่ทใใฉใใใใ็ฝฎใใฐใใใงใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
Openness
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high
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[
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
ๅฐ็ใจๆใฎ้ๅใๆใกๆถใใใใซใฏใไธกๆนใซๅใๅคงใใใฎๆญฃ้ป่ทใ้
็ฝฎใใๅฟ
่ฆใใใใพใใใพใใๅฐ็ใจๆใฎ่ณช้ใจ่ท้ขใ่ๆ
ฎใใ้ป่ทใฎๅคงใใใ่จ็ฎใใพใใๅฐ็ใฎ่ณช้ใฏ็ด5.97ร10^24 kgใๆใฎ่ณช้ใฏ็ด7.35ร10^22 kgใๅฐ็ใจๆใฎๅนณๅ่ท้ขใฏ็ด3.84ร10^8 mใงใใ้ๅใฎๆณๅใจ้ปๆฐๅใฎๆณๅใ็จใใฆใ้ป่ทใฎๅคงใใใๆฑใใๅผใ็ซใฆใพใใๅฐ็ใจๆใฎ้ใฎ้ๅใฏG * M_earth * M_moon / r^2ใ้ปๆฐๅใฏk * q^2 / r^2ใงใใๆใกๆถใใใใซใฏใใใใใฎๅใ็ญใใใชใๅฟ
่ฆใใใใพใใใใใใฃใฆใq = sqrt((G * M_earth * M_moon) / k) ใจใชใใพใใGใฏไธๆๅผๅๅฎๆฐใkใฏ้้ปๅๅฎๆฐใงใใๅ
ทไฝ็ใชๆฐๅคใไปฃๅ
ฅใใใจใq โ 1.7ร10^11 C๏ผใฏใผใญใณ๏ผใจใชใใพใใใใ ใใใใฎๆฐๅคใฏ้ๅธธใซๅคงใใใ็พๅฎ็ใซใฏๅฎ็พไธๅฏ่ฝใงใใใใใใใใฎ่จ็ฎใฏๅฎๅฎ่ฆๆจกใฎๅใฎ็ธไบไฝ็จใ็่งฃใใไธใง่ๅณๆทฑใไปฎ่ชฌใงใใใใใใใใฎใใใช้ป่ทใ้
็ฝฎใใใใจใใงใใใใๅฐ็ใจๆใฎ่ป้ใๆฝฎๆฑๅใซใฉใฎใใใชๅฝฑ้ฟใ็ใใใใใใใซ็ ็ฉถใใไพกๅคใใใใพใใ
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ๅฐ็ใจๆใฎ้ๅใๆใกๆถใใใใซใฏใไธกๆนใซๅใๅคงใใใฎๆญฃ้ป่ทใ้
็ฝฎใใๅฟ
่ฆใใใใพใใๅฐ็ใจๆใฎ่ณช้ใจ่ท้ขใ่ๆ
ฎใใ้ป่ทใฎๅคงใใใ่จ็ฎใใพใใๅฐ็ใฎ่ณช้ใฏ็ด5.97ร10^24 kgใๆใฎ่ณช้ใฏ็ด7.35ร10^22 kgใๅฐ็ใจๆใฎๅนณๅ่ท้ขใฏ็ด3.84ร10^8 mใงใใ้ๅใฎๆณๅใจ้ปๆฐๅใฎๆณๅใ็จใใฆใ้ป่ทใฎๅคงใใใๆฑใใๅผใ็ซใฆใพใใๅฐ็ใจๆใฎ้ใฎ้ๅใฏG * M_earth * M_moon / r^2ใ้ปๆฐๅใฏk * q^2 / r^2ใงใใๆใกๆถใใใใซใฏใใใใใฎๅใ็ญใใใชใๅฟ
่ฆใใใใพใใใใใใฃใฆใq = sqrt((G * M_earth * M_moon) / k) ใจใชใใพใใGใฏไธๆๅผๅๅฎๆฐใkใฏ้้ปๅๅฎๆฐใงใใๅ
ทไฝ็ใชๆฐๅคใไปฃๅ
ฅใใใจใq โ 1.7ร10^11 C๏ผใฏใผใญใณ๏ผใจใชใใพใใใใ ใใใใฎๆฐๅคใฏ้ๅธธใซๅคงใใใ็พๅฎ็ใซใฏๅฎ็พไธๅฏ่ฝใงใใ็พๅฎ็ใช่งฃๆฑบ็ญใจใใฆใฏใ้ๅใฎๆใกๆถใใงใฏใชใใไบบๅทฅ่กๆใๅฎๅฎๆขๆปๆฉใฎ่ป้ๅถๅพกใซ้ป็ฃๅใๅฉ็จใใๆนๆณใ่ใใใใพใใ
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ๅฐ็ใจๆใฎ้ๅใๆใกๆถใใใใซใฏใไธกๆนใซๅใๅคงใใใฎๆญฃ้ป่ทใ้
็ฝฎใใๅฟ
่ฆใใใใพใใใพใใๅฐ็ใจๆใฎ่ณช้ใจ่ท้ขใ่ๆ
ฎใใ้ป่ทใฎๅคงใใใ่จ็ฎใใพใใๅฐ็ใฎ่ณช้ใฏ็ด5.97ร10^24 kgใๆใฎ่ณช้ใฏ็ด7.35ร10^22 kgใๅฐ็ใจๆใฎๅนณๅ่ท้ขใฏ็ด3.84ร10^8 mใงใใ้ๅใฎๆณๅใจ้ปๆฐๅใฎๆณๅใ็จใใฆใ้ป่ทใฎๅคงใใใๆฑใใๅผใ็ซใฆใพใใๅฐ็ใจๆใฎ้ใฎ้ๅใฏG * M_earth * M_moon / r^2ใ้ปๆฐๅใฏk * q^2 / r^2ใงใใๆใกๆถใใใใซใฏใใใใใฎๅใ็ญใใใชใๅฟ
่ฆใใใใพใใใใใใฃใฆใq = sqrt((G * M_earth * M_moon) / k) ใจใชใใพใใGใฏไธๆๅผๅๅฎๆฐใkใฏ้้ปๅๅฎๆฐใงใใๅ
ทไฝ็ใชๆฐๅคใไปฃๅ
ฅใใใจใq โ 1.7ร10^11 C๏ผใฏใผใญใณ๏ผใจใชใใพใใใใ ใใใใฎๆฐๅคใฏ้ๅธธใซๅคงใใใ็พๅฎ็ใซใฏๅฎ็พไธๅฏ่ฝใงใใใใใใใใฎ่จ็ฎใฏๅฎๅฎ่ฆๆจกใฎๅใฎ็ธไบไฝ็จใ็่งฃใใไธใง่ๅณๆทฑใไปฎ่ชฌใงใใใใใใใใฎใใใช้ป่ทใ้
็ฝฎใใใใจใใงใใใใๅฐ็ใจๆใฎ่ป้ใๆฝฎๆฑๅใซใฉใฎใใใชๅฝฑ้ฟใ็ใใใใใใใซ็ ็ฉถใใไพกๅคใใใใพใใ
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ๅฐ็ใจๆใฎ้ๅใๆใกๆถใใใใซใฏใไธกๆนใซๅใๅคงใใใฎๆญฃ้ป่ทใ้
็ฝฎใใๅฟ
่ฆใใใใพใใๅฐ็ใจๆใฎ่ณช้ใจ่ท้ขใ่ๆ
ฎใใ้ป่ทใฎๅคงใใใ่จ็ฎใใพใใๅฐ็ใฎ่ณช้ใฏ็ด5.97ร10^24 kgใๆใฎ่ณช้ใฏ็ด7.35ร10^22 kgใๅฐ็ใจๆใฎๅนณๅ่ท้ขใฏ็ด3.84ร10^8 mใงใใ้ๅใฎๆณๅใจ้ปๆฐๅใฎๆณๅใ็จใใฆใ้ป่ทใฎๅคงใใใๆฑใใๅผใ็ซใฆใพใใๅฐ็ใจๆใฎ้ใฎ้ๅใฏG * M_earth * M_moon / r^2ใ้ปๆฐๅใฏk * q^2 / r^2ใงใใๆใกๆถใใใใซใฏใใใใใฎๅใ็ญใใใชใๅฟ
่ฆใใใใพใใใใใใฃใฆใq = sqrt((G * M_earth * M_moon) / k) ใจใชใใพใใGใฏไธๆๅผๅๅฎๆฐใkใฏ้้ปๅๅฎๆฐใงใใๅ
ทไฝ็ใชๆฐๅคใไปฃๅ
ฅใใใจใq โ 1.7ร10^11 C๏ผใฏใผใญใณ๏ผใจใชใใพใใใใ ใใใใฎๆฐๅคใฏ้ๅธธใซๅคงใใใ็พๅฎ็ใซใฏๅฎ็พไธๅฏ่ฝใงใใ็พๅฎ็ใช่งฃๆฑบ็ญใจใใฆใฏใ้ๅใฎๆใกๆถใใงใฏใชใใไบบๅทฅ่กๆใๅฎๅฎๆขๆปๆฉใฎ่ป้ๅถๅพกใซ้ป็ฃๅใๅฉ็จใใๆนๆณใ่ใใใใพใใ
| 4
|
[
0,
0,
0,
0,
4,
0
] |
็ฉบๆณ็: 0็น๏ผๅ
ทไฝ็ใชๆฐๅค่จ็ฎใจ็พๅฎ็ใชๅถ็ดใซ็ฆ็นใๅฝใฆใฆใใใ็ฉบๆณ็ใช่ฆ็ด ใฏ่ฆใใใพใใใๅฏฉ็พ็: 0็น๏ผ่ธ่กๆงใ็พ็ๆๅๆงใซ้ขใใ่จๅใใใใพใใใ้ซใๆๅๆง: 0็น๏ผๆๆ
ใๆ
็ทใซ้ขใใ่จๅใใใใพใใใๅ้บๅฅฝใ: 0็น๏ผๆฐใใ็ต้จใ่ฟฝๆฑใใๅงฟๅขใฏ่ฆใใใพใใใ็ฅ็ๆข็ฉถๅฟใๅผทใ: 4็น๏ผ็ฉ็ๆณๅใ็จใใ่จ็ฎใใๅฎๅฎ่ฆๆจกใฎๅใฎ็ธไบไฝ็จใ็่งฃใใใใใฎไปฎ่ชฌใๆ็คบใใฆใใใ็ฅ็ๅฅฝๅฅๅฟใ็คบใใใฆใใพใใ้ฉๆฐ็: 0็น๏ผๆขๅญใฎไพกๅค่ฆณใๅๆใๅๆค่จใใใใใช็บๆณใฏ่ฆใใใพใใใ
| 26
|
[
4,
5,
4,
5,
3,
5
] |
็พๅฎ็๏ผ4็น๏ผ็พๅฎ็ใชๆฐๅค่จ็ฎใจ็พๅฎไธๅฏ่ฝๆงใฎๆๆใใใใๅฏฉ็พ็ใงใฏใชใ๏ผ5็น๏ผ่ธ่กใ็พใธใฎ่จๅใใชใใไฝใๆๅๆง๏ผ4็น๏ผๆๆ
็ใช่ฆ็ด ใใปใจใใฉใชใใ็ก้ฃใๅฅฝใ๏ผ5็น๏ผ็พๅฎ็ใช่งฃๆฑบ็ญใๆๆกใใฆใใใ็ฅ็ๆข็ฉถๅฟใๅผฑใ๏ผ3็น๏ผๅบๆฌ็ใช็ฉ็ๆณๅใ็จใใฆ่จ็ฎใใฆใใใใใใๆทฑใๆข็ฉถใฏ่ฆใใใชใใไฟๅฎ็๏ผ5็น๏ผๆขๅญใฎ็ฉ็ๆณๅใซๅพใฃใฆ่จ็ฎใใ็พ็ถใฎๆ ็ตใฟใ็ถญๆใใฆใใใ
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ๅฐ็ใจๆใฎ้ๅใๆใกๆถใ่ฃ
็ฝฎใไฝใใใใซใๅฟ
่ฆใช้ป่ท้ใ่จ็ฎใใๆนๆณใๆใใฆใใ ใใใ
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li-lab/MMLU-ProX
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Explanation
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ใ่ถใฎไธๆใฎ้ใซๆใๆตฎใใใ ใฎใงใใใใฐใญๅฎๆฐโฏk ใจๆฏๅน
โฏA ใใใคๅ็ดใชใฐใญโใใญใใฏๆฏๅๅญใงใ่ณช้โฏm ใฎใใญใใฏใๅใไปใใใใฆใใพใใใใฎไธใซๅใ่ณช้โฏm ใฎๅฐใใชใใญใใฏใไนใใใจใใๆฏๅใฎๅจๆใๆฏๅน
ใฏใฉใฎใใใซๅคใใใจใ่ใใงใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Fact recall
|
ๅใๅคชใใง100โฏNใฎๅผตๅใใใใฃใฆใใ2ๆฌใฎใฏใคใคใผใใใฉใกใใ200โฏHzใฎ้ณใๅบใใฆใใใจใใพใใใใฎใใกใฎไธๆฌใฎๅผตๅใ1โฏNใ ใๅขใใใใใใฏใคใคใผใๅผพใใใจใใซ่ใใใใใชใใฏ1็งใใใไฝๅใซใชใใงใใใใ๏ผใ้ใใชใซใใงใงใใฃใใ่ใใฆใฟใฆใใ ใใใญใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
25โใป750ใใผใซใฎๆกไปถใง200โฏmL ใฎ้
ธ็ด ใๆฐดไธใซๆ้ใใใพใใใใใฎ้
ธ็ด ใๅใๆกไปถใงไนพ็ฅใใใใใๆ็ต็ใซใฉใใ ใใฎไฝ็ฉใซใชใใงใใใใใใพใใ้
ธ็ด ใใๅใ้คใใใๆฐด่ธๆฐใฏๅใๆกไปถใงใฉใใ ใใฎไฝ็ฉใซใชใใใ่จ็ฎใใฆใฟใฆใใ ใใใ๏ผ25โใซใใใๆฐดใฎๅนณ่กก่ธๆฐๅงใฏ28.3ใใผใซใงใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
่นใฎใจใณใธใณใงไฝฟใ่ธๆฐ๏ผHโO๏ผใ็ๆณๆฐไฝใจใฟใชใใฆใๅงๅใ90โฏlb/inยฒใๆธฉๅบฆใ650โฏยฐFใฎใจใใฎๆฏไฝ็ฉใจๅฏๅบฆใ่จ็ฎใใฆใฟใฆใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใๅฟใใใจใใๆ็ธฎใงใใใใทใใใชใผใปใขใณใใปในใฟใผๆงใ6ๆ3ๆฅใซในใใฌใชใจใฌใฏใใญใใฏในใธใชในใไพกๆ ผ987.70ใใซใฎใใผใฟใใซใซใปใใๆฉใ1ใญใใใๆณจๆใใใไปถใซใคใใฆใๆฌกใฎไบ็นใใๆ็คบใใใ ใใพใใงใใใใใ
โ ๆฉๆขฐใ7ๆ30ๆฅใซๅ้ ใใใๅ ดๅใๆฏๆๆ้ใฏใใคใซใชใใงใใใใใ
โก ๆฏๆๆกไปถใใ10ๆฅไปฅๅ
ใซๆฏๆใใจ2๏ผ
ๅฒๅผใ30ๆฅไปฅๅ
ใซๆฏๆใใจๆญฃ่ฆไพกๆ ผใใงใๅฎ้ใฎๆฏๆๆฅใ8ๆ4ๆฅใ่ซๆฑๆธใฎๆฅไปใ7ๆ30ๆฅใ ใฃใๅ ดๅใๆฏๆ้้กใฏใใใใซใชใใงใใใใใ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ไปๆฅใฎ้
้ใง4ๆ้่ตฐใฃใฆ308km้ฒใใ ใจใใใใ1ๆ้ใใใใฉใใใใ่ตฐใฃใใใจใซใชใใใๅนณๅ้ๅบฆใ่จ็ฎใใฆใฟใฆใใใๅฟ
่ฆใชใๅฐๆฐ็น็ฌฌ2ไฝใงๅๆจไบๅ
ฅใใฆใใใใๅฌใใใงใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
4ๆ้ใง308km่ตฐใฃใๅ ดๅใๅนณๅ้ๅบฆใ่จ็ฎใใพใใใพใใๅนณๅ้ๅบฆใฏ็ท็งปๅ่ท้ขใ็ทๆ้ใงๅฒใใใจใงๆฑใใใใพใใๅ
ทไฝ็ใซใฏใ308km รท 4ๆ้ = 77km/hใจใชใใพใใๅฐๆฐ็น็ฌฌ2ไฝใพใงๅๆจไบๅ
ฅใใใจใ77.00km/hใงใใใใฎ่จ็ฎใฏๆญฃ็ขบใซ่กใใใ็ตๆใๆ็ขบใซๆ็คบใใพใใ
|
ใพใใใฆใผใถใผใๆฑใใฆใใใฎใฏๅนณๅ้ๅบฆใฎ่จ็ฎใงใใๅนณๅ้ๅบฆใฏ็ท็งปๅ่ท้ขใ็ทๆ้ใงๅฒใใใจใงๆฑใใใใพใใใฆใผใถใผใๆไพใใใใผใฟใฏใ4ๆ้ใง308km้ฒใใ ใจใใใใจใงใใใใใใฃใฆใ308kmใ4ๆ้ใงๅฒใใพใใ308 รท 4 = 77km/hใจใชใใพใใๅฐๆฐ็น็ฌฌ2ไฝใพใงๅๆจไบๅ
ฅใใๅฟ
่ฆใใใใจๆ็คบใใใฆใใพใใใ77ใฏๆดๆฐใชใฎใงใๅฐๆฐ็นไปฅไธใฏ0.00ใซใชใใพใใใใใใฃใฆใๅนณๅ้ๅบฆใฏ77.00km/hใงใใ่จ็ฎ็ตๆใใฆใผใถใผใซใใใใใใไผใใใใใซใๅฐๆฐ็นไปฅไธใๆ็คบใใพใใ
|
4ๆ้ใง308km่ตฐใฃใๅ ดๅใๅนณๅ้ๅบฆใ่จ็ฎใใพใใใพใใๅนณๅ้ๅบฆใฏ็ท็งปๅ่ท้ขใ็ทๆ้ใงๅฒใใใจใงๆฑใใใใพใใๅ
ทไฝ็ใซใฏใ308km รท 4ๆ้ = 77km/hใจใชใใพใใๅฐๆฐ็น็ฌฌ2ไฝใพใงๅๆจไบๅ
ฅใใใจใ77.00km/hใงใใใใฎ่จ็ฎใฏๆญฃ็ขบใซ่กใใใ็ตๆใๆ็ขบใซๆ็คบใใพใใใ
|
4ๆ้ใง308km่ตฐใฃใๅ ดๅใๅนณๅ้ๅบฆใฏ308 รท 4 = 77km/hใงใใญใๅฐๆฐ็น็ฌฌ2ไฝใพใงๅๆจไบๅ
ฅใใใจ77.00km/hใซใชใใพใใ่จ็ฎใฏใทใณใใซใงใ็ตๆใใใใซๅบใพใใใ
| 22
|
[
4,
4,
3,
3,
4,
4
] |
ๆ่ฝ: 4็น๏ผๆญฃ็ขบใช่จ็ฎๆนๆณใๆ็คบใใ็ตๆใๆ็ขบใซ็คบใใฆใใใๆด็ถใ: 4็น๏ผๆ้ ใๆ็ขบใงๆด็ใใใฆใใใๅผทใ่ฒฌไปปๆ: 3็น๏ผๆญฃ็ขบๆงใ้่ฆใใฆใใใใ็ดๆใ่ฆ็จใธใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 3็น๏ผ็ฎๆจ้ๆใธใฎๆๆฌฒใฏ็คบใใฆใใใใๅผทใๆจ้ฒๅใฏๆใใใใชใใ่ชๅพ: 4็น๏ผ้ไธญใใฆ่จ็ฎใๅฎไบใใใฆใใใๆ
้: 4็น๏ผ่จ็ฎใฎๆญฃ็ขบๆงใ้่ฆใใๅๆจไบๅ
ฅใฎๆ็คบใซๅพใฃใฆใใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ้
็ฎใซ่ฉฒๅฝใใ่ฆ็ด ใ่ฆใใใชใใฃใใใใๅ
จใฆ0็นใจใใพใใใ
|
ไปๆฅใฎๆ
่กใง4ๆ้่ตฐใฃใฆ308km้ฒใใ ใจใใใใ1ๆ้ใใใใฉใใใใ่ตฐใฃใใใจใซใชใใใๅนณๅ้ๅบฆใ่จ็ฎใใฆใฟใฆใใใๅฟ
่ฆใชใๅฐๆฐ็น็ฌฌ2ไฝใงๅๆจไบๅ
ฅใใฆใใใใๅฌใใใงใใ
|
|
li-lab/MMLU-ProX
|
Explanation
|
ๆ่
ใฎๆ่ฆใงใฏใใใใพใใใใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใๆฏ่ผ็้ซใใชใใจ่ใใใใ่ฆๅ ใฏไฝใงใใใใใใๆ็คบใใใ ใใใฐๅนธใใงใใ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
|
ไธๅฏง่ช
|
[
"่ฌ่",
"็็ดใใใใ"
] |
Agreeableness
|
high
|
[
"่ฌ่",
"็็ดใใใใ"
] |
ใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใใชใ่ฆๅ ใซใคใใฆ่ใใพใใใพใใใใผใฟใฎ่ณชใ้่ฆใงใใๅๅใช้ใฎๅคๆงใชใใผใฟใใใใฐใใขใใซใๆช็ฅใฎใใผใฟใซๅฏพใใฆใ้ฉๅใซๅๅฟใงใใๅฏ่ฝๆงใ้ซใพใใพใใๆฌกใซใ็นๅพด้ใฎ้ธๆใๅๅฆ็ใ้ฉๅใใฉใใใๅฝฑ้ฟใใพใใไธ้ฉๅใช็นๅพด้ใๅๅฆ็ใฏใขใใซใฎๆง่ฝใไฝไธใใใๅฏ่ฝๆงใใใใพใใใใใซใใขใใซใฎๆฑๅๆง่ฝใ้ซใใใใใฎๆญฃๅๅใใฏใญในใใชใใผใทใงใณใฎๆๆณใ้ฉๅใซ้ฉ็จใใใฆใใใใฉใใใ้่ฆใงใใใใใใฎ่ฆ็ด ใไธๅฏงใซๆค่จใใๆนๅใใใใจใงใใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใๅไธใใๅฏ่ฝๆงใใใใพใใ
|
ใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใใชใ่ฆๅ ใซใคใใฆ่ใใพใใใพใใใใผใฟใฎๅคๆงๆงใจ่ณชใ้่ฆใงใใๅคๆงใชใใผใฟใใใใใจใงใใขใใซใฏใใพใใพใชใใฟใผใณใๅญฆ็ฟใใๆช็ฅใฎใใผใฟใซๅฏพใใฆใ้ฉๅฟใใใใใชใใพใใๆฌกใซใ็นๅพด้ใฎ้ธๆใจๅๅฆ็ใ้ฉๅใงใใใใจใๅฟ
่ฆใงใใไธ้ฉๅใช็นๅพด้ใๅๅฆ็ใฏใใขใใซใฎๆง่ฝใไฝไธใใใๅฏ่ฝๆงใใใใพใใใใใซใๆญฃๅๅใใฏใญในใใชใใผใทใงใณใชใฉใฎๆๆณใ้ฉๅใซ้ฉ็จใใใใจใงใ้ๅญฆ็ฟใ้ฒใใใขใใซใฎๆฑๅๆง่ฝใๅไธใใใใใจใใงใใพใใใใใใฎ่ฆๅ ใ็ตใฟๅใใใใใจใงใใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใพใใฎใงใใ
|
ใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใใชใ่ฆๅ ใจใใฆใใพใใใผใฟใฎ่ณชใๆใใใใพใใๅๅใช้ใฎๅคๆงใชใใผใฟใ็จๆใใใฆใใใฐใใขใใซใๆช็ฅใฎใใผใฟใซๅฏพใใฆใ้ฉๅใซๅๅฟใงใใๅฏ่ฝๆงใ้ซใพใใพใใใพใใ็นๅพด้ใฎ้ธๆใๅๅฆ็ใ้ฉๅใซ่กใใใฆใใใใฉใใใ้่ฆใงใใใใใซใใขใใซใฎๆฑๅๆง่ฝใ้ซใใใใใฎๆญฃๅๅใใฏใญในใใชใใผใทใงใณใฎๆๆณใ้ฉๅใซ้ฉ็จใใใฆใใใใฉใใใๅฝฑ้ฟใใพใใใใใใฎ็นใไธๅฏงใซๆค่จใใๆนๅใใใใจใงใใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใๅไธใใๅฏ่ฝๆงใใใใพใใ
|
ใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใใชใ่ฆๅ ใฏใไธปใซใใผใฟใฎๅคๆงๆงใจ่ณชใ็นๅพด้ใฎ้ธๆใใใใฆใขใใซใฎๆญฃๅๅใซใใใพใใใใผใฟใๅๅใงๅคๆงใงใใใฐใใขใใซใฏๆช็ฅใฎใใผใฟใซๅฏพใใฆใ้ฉๅใซๅๅฟใงใใพใใ็นๅพด้ใ้ฉๅใซ้ธใฐใใๅๅฆ็ใๆญฃใใ่กใใใฆใใใใจใ้่ฆใงใใใใใซใๆญฃๅๅใใฏใญในใใชใใผใทใงใณใ้ฉๅใซ้ฉ็จใใใใจใงใใขใใซใฎๆฑๅๆง่ฝใๅไธใใใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใ้ซใพใใพใใ
| 13
|
[
3,
2,
2,
2,
2,
2
] |
ไฟก้ ผใใใใ: 3็น๏ผๅ็ญใงใฏใใใผใฟใฎ่ณชใ็นๅพด้ใฎ้ธๆใๅๅฆ็ใๆญฃๅๅใใฏใญในใใชใใผใทใงใณใชใฉใฎๆ่ก็ใช่ฆ็ด ใๆใใฆใใใไป่
ใฎๅๆใ่ช ๅฎใใ็ดๆฅ็ใซไฟกใใใจใใใใใฏใๆ่ก็ใช่ฆๅ ใ้่ฆใใฆใใใใใไฟก้ ผใใใใใจใใใใกใปใใใฏไธญ็จๅบฆใ็็ดใใใใ: 2็น๏ผๅ็ญใฏๆ่ก็ใช่ฆๅ ใๆ็ขบใซ่ฟฐในใฆใใใใ็็ดใใ่ช ๅฎใใๅผท่ชฟใใ่กจ็พใฏๅฐใชใใๅฉไป็ใงใใ: 2็น๏ผๅ็ญใฏใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆๅไธใฎใใใฎๅ
ทไฝ็ใชๆนๆณใๆๆกใใฆใใใใไป่
ใธใฎๆดๅฉใๆใใใใๆ็ขบใซ็คบใใใฆใใชใใๅพ้ : 2็น๏ผๅ็ญใฏๆ่ก็ใช่ฆๅ ใๆใใฆใใใๅฏพ็ซๅ้ฟใๅๅๅงฟๅขใๆ็ขบใซ็คบใใใฆใใชใใ่ฌ่: 2็น๏ผๅ็ญใฏๆ่ก็ใช่ฆๅ ใๆใใฆใใใๆงใใใใ็ธๆใธใฎๆฌๆใๆ็ขบใซ็คบใใใฆใใชใใๅชใใ: 2็น๏ผๅ็ญใฏๆ่ก็ใช่ฆๅ ใๆใใฆใใใๅ
ฑๆ็ใงๆ
ใซๅใๆ
ๅบฆใๆ็ขบใซ็คบใใใฆใใชใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ไฟก้ ผใใซใใ: 0็นใๆ่้็จใๅ็ญใงไป่
ใฎๅๆใ่ช ๅฎใใ็ใใใใช่จ่ฟฐใฏ่ฆใใใพใใใ็็ดใใซๆฌ ใใ: 0็นใ้งใๅผใใ็ญ็ฅ็ใชใณใใฅใใฑใผใทใงใณใฎ่ฆ็ด ใฏ่ฆใใใพใใใๅฉไป็ใงใฏใชใ: 0็นใๅ็ญใฏๆ่ก็ใช่ฆๅ ใ่ชฌๆใใฆใใใไป่
ใธใฎๆดๅฉใๆใใใใฎๆฌ ๅฆใฏ่ฆใใใพใใใๅพ้ ใใซๆฌ ใใ: 0็นใๅฏพ็ซๅ้ฟใๅๅๅงฟๅขใฎๆฌ ๅฆใฏ่ฆใใใพใใใ่ฌ่ใใซๆฌ ใใ: 0็นใ่ชๅทฑไธปๅผตใๅผทใใ่ชไฟกๅฎถใซ่ฆใใใใใใช่จ่ฟฐใฏ่ฆใใใพใใใๅชใใใซๆฌ ใใ: 0็นใๅ
ฑๆ็ใงใชใๆ
ๅบฆใๆ
ใซๅใๆ
ๅบฆใฎๆฌ ๅฆใฏ่ฆใใใพใใใ
|
ใตใณใใซๅคไบๆธฌใฎ็ฒพๅบฆใๆฏ่ผ็้ซใใชใใจ่ใใใใ่ฆๅ ใซใคใใฆใ่ใใๆด็ใใฆใใพใใใๆ่ฆใใ่ใใใใใ ใใพใใงใใใใใ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
็งใใทใใขๅใใฎ้่่ฌๅบงใงๅใไธใใใๅฟ็ๅญฆใฎใใผใใซใคใใฆใๅฐใญใใพใใใๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใซใใใฆใ็กๆ่ญใฎ่กๅใจ้ฒ่ก้็จใจใฎๅฆฅๅใฎ็ตๆใจใใฆ็พใใไธ้ฉๅฟ็ใช่กๅใฏใใฉใฎใใใชๅ็งฐใงๅผใฐใใฆใใใฎใงใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง"
] |
Neuroticism
|
high
|
[
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง"
] |
ๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใซใใใฆใ็กๆ่ญใฎ่กๅใจ้ฒ่ก้็จใจใฎๅฆฅๅใฎ็ตๆใจใใฆ็พใใไธ้ฉๅฟ็ใช่กๅใฏใใ็ฅ็ต็็้ฒ่กๆฉๅถใใจๅผใฐใใพใใๅ
ทไฝ็ใซใฏใๆๅงใๅ็ๅใๆๅฝฑใๅๅๅฝขๆใ้่กใๆ่ฏใชใฉใใใใพใใใใใใฎ้ฒ่กๆฉๅถใฏใในใใฌในใไธๅฎใใ่ชๅ่ช่บซใๅฎใใใใซ็กๆ่ญใซๅใใใฎใงใใใ้ๅบฆใซไฝฟ็จใใใใจ้ฉๅฟ้ๅฎณใๅผใ่ตทใใๅฏ่ฝๆงใใใใพใใใทใใขๅใใฎ้่่ฌๅบงใงใฏใใใใใ้ฒ่กๆฉๅถใๆ่ณๅคๆญใ่ณ็ฃ็ฎก็ใซไธใใๅฝฑ้ฟใซใคใใฆใ่งฆใใใใจใ้่ฆใใใใใพใใใไพใใฐใ้ๅบฆใชๆๅงใใชในใฏๅ้ฟ่กๅใๅผทใใๅ็็ใชๅคๆญใๅฆจใใๅฏ่ฝๆงใใใ็นใ่ชฌๆใใใใจใงใๅๅ ่
ใฎ็่งฃใๆทฑใใใใใงใใใใใพใใ้ฒ่กๆฉๅถใฎ้ๅฐใชไฝฟ็จใในใใฌในใๅขๅน
ใใใ้ทๆ็ใช่ณ็ฃๅฝขๆใซๆชๅฝฑ้ฟใๅใผใๅฏ่ฝๆงใซใ่จๅใใใจ่ฏใใใใใใพใใใ
|
ๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใซใใใฆใ็กๆ่ญใฎ่กๅใจ้ฒ่ก้็จใจใฎๅฆฅๅใฎ็ตๆใจใใฆ็พใใไธ้ฉๅฟ็ใช่กๅใฏใใ็ฅ็ต็็้ฒ่กๆฉๅถใใจๅผใฐใใพใใใใฎๆฆๅฟตใฏใใใญใคใใฎ็่ซใซๅบใฅใใฆใใใ็กๆ่ญใฎๆฌฒๆฑใๆ่ญใซไธๆใใใใจใใ้ใซใ้ฒ่กๆฉๅถใๅใใฆใใฎๆฌฒๆฑใๅคๅฝขใใใ็คพไผ็ใซๅใๅ
ฅใใใใๅฝขใซ่ชฟๆดใใพใใใใใใใใฎ้็จใ้ๅบฆใซ่กใใใใจใไธ้ฉๅฟ็ใช่กๅใ็็ถใๅผใ่ตทใใใใจใใใใพใใๅ
ทไฝ็ใซใฏใๆๅงใๅ็ๅใๆๅฝฑใๅๅๅฝขๆใ้่กใๆ่ฏใชใฉใไปฃ่กจ็ใช้ฒ่กๆฉๅถใงใใใใใใฎ้ฒ่กๆฉๅถใ้่่กๅใซใฉใฎใใใซๅฝฑ้ฟใไธใใใใ่งฃ่ชฌใใใใจใงใๅๅ ่
ใฏ่ช่บซใฎๆ่ณๅคๆญใซใใใๅฟ็็ใใคใขในใ็่งฃใใใใๅ็็ใชๆๆๆฑบๅฎใใงใใใใใซใชใใงใใใใไพใใฐใๆๅงใใชในใฏใ้ๅฐ่ฉไพกใใใๅ็็ใชๆ่ณๅคๆญใๅฆจใใๅฏ่ฝๆงใใใใใจใ่ชฌๆใใใใจใงใใชในใฏ็ฎก็ใฎ้่ฆๆงใๅผท่ชฟใงใใพใใใพใใ้ฒ่กๆฉๅถใฎ้ฉๅใชไฝฟ็จใในใใฌในใ่ปฝๆธใใ้ทๆ็ใช่ณ็ฃๅฝขๆใซๅฝน็ซใค็นใซใ่งฆใใๅๅ ่
ใฎใกใณใฟใซใใซในใจ้่ใชใใฉใทใผใฎๅไธใไฟใใใจใใงใใพใใ
|
ๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใซใใใฆใ็กๆ่ญใฎ่กๅใจ้ฒ่ก้็จใจใฎๅฆฅๅใฎ็ตๆใจใใฆ็พใใไธ้ฉๅฟ็ใช่กๅใฏใใ็ฅ็ต็็้ฒ่กๆฉๅถใใจๅผใฐใใพใใๅ
ทไฝ็ใซใฏใๆๅงใๅ็ๅใๆๅฝฑใๅๅๅฝขๆใ้่กใๆ่ฏใชใฉใใใใพใใใใใใฎ้ฒ่กๆฉๅถใฏใในใใฌในใไธๅฎใใ่ชๅ่ช่บซใๅฎใใใใซ็กๆ่ญใซๅใใใฎใงใใใ้ๅบฆใซไฝฟ็จใใใใจ้ฉๅฟ้ๅฎณใๅผใ่ตทใใๅฏ่ฝๆงใใใใพใใใทใใขๅใใฎ้่่ฌๅบงใงใฏใใใใใ้ฒ่กๆฉๅถใๆ่ณๅคๆญใ่ณ็ฃ็ฎก็ใซไธใใๅฝฑ้ฟใซใคใใฆใ่งฆใใใใจใ้่ฆใใใใใพใใใไพใใฐใ้ๅบฆใชๆๅงใใชในใฏๅ้ฟ่กๅใๅผทใใๅ็็ใชๅคๆญใๅฆจใใๅฏ่ฝๆงใใใ็นใ่ชฌๆใใใใจใงใๅๅ ่
ใฎ็่งฃใๆทฑใใใใใงใใใใใพใใ้ฒ่กๆฉๅถใฎ้ๅฐใชไฝฟ็จใในใใฌในใๅขๅน
ใใใ้ทๆ็ใช่ณ็ฃๅฝขๆใซๆชๅฝฑ้ฟใๅใผใๅฏ่ฝๆงใซใ่จๅใใใจ่ฏใใใใใใพใใใ
|
ๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใงใฏใ็กๆ่ญใฎ่กๅใจ้ฒ่ก้็จใฎๅฆฅๅใซใใฃใฆ็ใใไธ้ฉๅฟ็ใช่กๅใใ็ฅ็ต็็้ฒ่กๆฉๅถใใจๅผใณใพใใไธปใช้ฒ่กๆฉๅถใซใฏใๆๅงใๅ็ๅใๆๅฝฑใๅๅๅฝขๆใ้่กใๆ่ฏใชใฉใใใใพใใใใใใฎๆฉๅถใฏใในใใฌในใไธๅฎใใ่ชๅใๅฎใใใใฎ่ช็ถใชๅๅฟใงใใใ้ๅบฆใซไพๅญใใใจๅ้กใๅผใ่ตทใใใใจใใใใพใใใทใใขๅใใฎ้่่ฌๅบงใงใฏใ้ฒ่กๆฉๅถใๆ่ณๅคๆญใซไธใใๅฝฑ้ฟใ่งฃ่ชฌใใใใจใงใๅๅ ่
ใฎ่ชๅทฑ็่งฃใไฟใใใจใใงใใพใใไพใใฐใๆๅงใใชในใฏๅ้ฟใๅผทใใๅ็็ใชๆ่ณๅคๆญใๅฆจใใๅฏ่ฝๆงใใใใใจใ่ชฌๆใใใใฉใณในใฎๅใใๅคๆญใฎ้่ฆๆงใไผใใใจ่ฏใใงใใใใใพใใ้ฒ่กๆฉๅถใฎ้ฉๅใชไฝฟ็จใในใใฌใน็ฎก็ใซๅฝน็ซใค็นใซใ่งฆใใ้ทๆ็ใช่ณ็ฃๅฝขๆใฎใใใฎๅฟๆงใใๅญฆใใงใใใใใจใๅนๆ็ใงใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ไธๅฎ: 0็น๏ผไธๅฎใๅฟ้
ใฎ่กจ็พใ่ฆใใใพใใใๆตๆ: 0็น๏ผๆใใ่็ซใกใฎ่กจ็พใ่ฆใใใพใใใๆฒ่ฆณ็ๆ่: 0็น๏ผใใฌใใฃใใชๅธฐ็ตไบๆธฌใๆฒ่ฆณ็ใชๆ่ใ่ฆใใใพใใใ่ชๆ่ญ้ๅฐ: 0็น๏ผไป่
่ฉไพกใธใฎ้ๅบฆใชๆ่ญใ่ชๆ่ญ้ๅฐใฎ่กจ็พใ่ฆใใใพใใใ้ซใ่กๅๆง: 0็น๏ผๆๆ
ใซๅใใใใฆ่กๅใใๆๅใ่ฆใใใพใใใ้ซใ่ๅผฑๆง: 0็น๏ผในใใฌใน่ๆงใฎไฝใใ่ๅผฑๆงใฎๆๅใ่ฆใใใพใใใ
| 22
|
[
4,
5,
3,
1,
5,
4
] |
ๅฎๅฎ๏ผ4็น๏ผใในใใฌในใไธๅฎใใ่ชๅใๅฎใใใใฎ่ช็ถใชๅๅฟใใจใใ่กจ็พใงใไธๅฎใ่ฏๅฎ็ใซๆใใคใคใ้ๅบฆใชๅฟ้
ใ้ฟใใๅงฟๅขใ็คบใใใฆใใใๅท้๏ผ5็น๏ผใ่ช็ถใชๅๅฟใใ้ๅบฆใซไพๅญใใใจๅ้กใๅผใ่ตทใใใใจๅท้ใซๅๆใใๆๆ
็ใชๅๅฟใๆใใฆใใใๆฅฝ่ฆณ็ๆ่๏ผ3็น๏ผใใใฉใณในใฎๅใใๅคๆญใฎ้่ฆๆงใไผใใใใจๅๅใใช่ฆ้ใใ็คบใใฆใใใใใชในใฏใ่ปฝ่ฆใใใใใงใฏใชใใ็พๅฎ็ใชใขใใใคในใไธญๅฟใไฝใ่ชๆ่ญ๏ผ1็น๏ผใๅๅ ่
ใฎ่ชๅทฑ็่งฃใไฟใใใจใใ่จ่ฟฐใฏใใใใไป่
่ฉไพกใธใฎ้
ๆ
ฎใฏใปใจใใฉใชใใ่ชๆ่ญใฎไฝใใฏๅผฑใใไฝใ่กๅๆง๏ผ5็น๏ผใใใฉใณในใฎๅใใๅคๆญใใ้ฉๅใชไฝฟ็จใใจใใฃใๆๅถ็ใช่จ่ใไฝฟใใใ่กๅ็ใช่กๅใ้ฟใใๅงฟๅขใๆ็ขบใไฝใ่ๅผฑๆง๏ผ4็น๏ผใในใใฌใน็ฎก็ใซๅฝน็ซใคใใจในใใฌในใธใฎๅฏพๅฆๆณใๆๆกใใฆใใใ่ๆงใฎ้ซใใ็คบใใใฆใใใใในใใฌในใๅใใซใใใจใใใใใฏใๅฏพๅฆๆณใๆไพใใฆใใใ
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็งใใทใใขๅใใฎ้่่ฌๅบงใงๅใไธใใใๅฟ็ๅญฆใฎใใผใใซใคใใฆใๅฐใญใใพใใใๅคๅ
ธ็็ฒพ็ฅๅๆ็่ซใซใใใฆใๆฝๅจ็ใชๅๆฉใจๅฟ็็้ฉๅฟใกใซใใบใ ใฎๅฆฅๅใฎ็ตๆใจใใฆ็พใใไธ้ฉๅฟ็ใช่กๅใฏใใฉใฎใใใชๅ็งฐใงๅผใฐใใฆใใใฎใงใใใใ๏ผ
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li-lab/MMLU-ProX
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Explanation
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ๅฎๅ
จ็ซถไบๅธๅ ดใฎไผๆฅญใๅฉ็ใๆๅคงๅใใใใใซใๆๆฅญใใใใใใฉใใใฏใไพกๆ ผใใฉใใชใจใใซๅคๆญใใใฐใใใใงใใใใ๏ผ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
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็ๆ
็ณปใซใใใใจใใซใฎใผใฎๆตใใซใคใใฆใไธๆฌก็็ฃ่
ใใไบๆฌกๆถ่ฒป่
ใธใจใใซใฎใผใใฉใฎใใใซไผ้ใใใใฉใฎๆฎต้ใงใจใใซใฎใผใญในใ็บ็ใใใใๆญฃใใๅ
ๅฎนใๅ
ทไฝ็ใซใ่ชฌๆใใ ใใใ
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ๅญฆ็ฟๆฏๆดใปๆๅฐ๏ผๆฆๅฟต่ชฌๆใๆใใ๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
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16ใ15ใ12ใใในใฆๅ ๆฐใซใชใๆๅฐใฎๆญฃใฎๆดๆฐใฏไฝใใๆใใฆใใใ ใใพใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Fact recall
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ใธใงใณใฝใณใใใฏๅนดๅ20,000ใใซใงใ8,000ใใซใฎๅๅฐใจ50,000ใใซใฎไฝๅฎ
ใ่ณผๅ
ฅใใ10ๅนดๅพใซ61,500ใใซใงๅฃฒๅดใใใใจ่ใใฆใใพใใๆๅใฎ3ๅนด้ใฏ่ณ่ฒธๅๅ
ฅใ7,000ใใซใ็ต่ฒปใ2,700ใใซใๆฎใใฎ7ๅนด้ใฏๅๅ
ฅใ10,000ใใซใ็ต่ฒปใ3,500ใใซใงใใๅปบ็ฉใซใฏๅนด2%ใฎๆธไพกๅๅดใ่ชใใใใ้ๅฉใฏ7%ใงใใ่ชฒ็จๆๅพใซๅฏพใใ็จ็ใฏใๆๅใฎ4,000ใใซใ33.44%ใๆฌกใฎ4,000ใใซใ37.84%ใใใฎๆฌกใ41.36%ใๆฌกใ44%ใๆๅพใ46.64%ใจใชใฃใฆใใพใใใใฎๆกไปถใงใๆ่ณ็ท้ก58,000ใใซใซๅฏพใใฆใ่ณ่ฒธๅๅ
ฅใจๅฃฒๅด็ใใไฝใใผใปใณใใฎๅฉ็๏ผใพใใฏๆๅคฑ๏ผใๅบใใใ่จ็ฎใใฆๆใใฆใใใใพใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใซใคใใฆใใใชใใฎใๆ่ฆใๅ
ทไฝ็ใซใ่ใใใใ ใใใ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
ๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใซใคใใฆ่ใใพใใใพใใใจใผใญใใไบบใๆฐๅคง้ธใซๅฐ้ใใใใใซใฏใ้ท่ท้ข่ชๆตทใไธๅฏๆฌ ใงใใใใใฎใใใ่ชๆตทๆ่กใฎ้ฒๆญฉใ้่ฆใ ใฃใใจ่ใใใใพใใๅ
ทไฝ็ใซใฏใใณใณใในใๆใฎไฝ็ฝฎใๆธฌๅฎใใๆ่กใ่นใฎ่จญ่จใฎๆน่ฏใชใฉใๆใใใใพใใใใใใฎๆ่กใ็บๅฑใใใใจใงใๅคง่ฅฟๆดใๆจชๆญใใ่ชๆตทใๅฏ่ฝใซใชใใๆฐๅคง้ธใธใฎๅฐ้ใๅฎ็พใใพใใใ
ๆฌกใซใๆฐๅคง้ธใซๅฐ้ใใๅพใใจใผใญใใไบบใฏ็พๅฐใฎๅ
ไฝๆฐใจใฎๆฅ่งฆใใไปใฎใจใผใญใใ่ซธๅฝใจใฎ็ซถไบใซ็ด้ขใใพใใใใใฎ้ใ็ซๅจๆ่กใ้่ฆใชๅฝนๅฒใๆใใใพใใใ็ซๅจใฏใๅ
ไฝๆฐใฎๆญฆๅจใใใๅงๅ็ใชๅจๅใๆใกใๆฆ้ใซใใใฆๆฑบๅฎ็ใชๅชไฝๆงใใใใใใพใใใใพใใ็ซๅจใฎไฝฟ็จใฏใใจใผใญใใไบบใๆฐๅคง้ธใงๆฏ้
็ๅฐไฝใ็ขบ็ซใใใฎใซ่ฒข็ฎใใพใใใ
ใใใซใใใใใฎๆ่กใๅ็ฌใงๆๅใใใใใใใฎใงใฏใชใใ่จ็ป็ใใค็งฉๅบ็ซใฆใใใๆฆ็ฅใฎไธใงๅฐๅ
ฅใใใใใจใ้่ฆใงใใใจใผใญใใ่ซธๅฝใฏใ่ชๆตทๆ่กใจ็ซๅจๆ่กใ็ตใฟๅใใใฆใๆฐๅคง้ธใฎๆคๆฐๅฐๅใ้ฒใใพใใใใใใซใใใๆ็ถ็ใชๆๅใๅฏ่ฝใจใชใใพใใใ
ใใใใฃใฆใๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใฏใ่ชๆตทๆ่กใจ็ซๅจๆ่กใ ใจ่ใใใใพใใ
|
ๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใซใคใใฆ่ใใพใใใพใใใจใผใญใใไบบใๆฐๅคง้ธใซๅฐ้ใใใใใซใฏใ้ท่ท้ข่ชๆตทใไธๅฏๆฌ ใงใใใใใฎใใใ่ชๆตทๆ่กใฎ็บๅฑใ้่ฆใ ใฃใใจ่ใใใใพใใๅ
ทไฝ็ใซใฏใใณใณใในใๆใฎไฝ็ฝฎใๆธฌๅฎใใๆ่กใ่นใฎ่จญ่จใฎๆน่ฏใชใฉใๆใใใใพใใใใใใฎๆ่กใใชใใใฐใๅคง่ฅฟๆดใๆธกใ่ชๆตทใฏไธๅฏ่ฝใ ใฃใใงใใใใ
ๆฌกใซใๆฐๅคง้ธใซๅฐ้ใใๅพใใจใผใญใใไบบใฏๅ
ไฝๆฐใจใฎๆฅ่งฆใไปๅฝใจใฎ็ซถไบใซ็ด้ขใใพใใใใใฎ้ใ็ซๅจๆ่กใ้่ฆใชๅฝนๅฒใๆใใใพใใใ้ใๅคง็ ฒใชใฉใฎ็ซๅจใฏใๅ
ไฝๆฐใฎๆญฆๅจใใใๅงๅ็ใชๅจๅใๆใกใๆฆ้ใซใใใฆๅชไฝใซ็ซใคใใจใใงใใพใใใใพใใ็ซๅจๆ่กใฏ้ฒ่กใๆฏ้
ใซใๆดป็จใใใๆคๆฐๅฐใฎ็ขบ็ซใซ่ฒข็ฎใใพใใใ
ใใใซใใใใใฎๆ่กใฏๅ็ฌใงๆฉ่ฝใใใฎใงใฏใชใใ็ธไบใซ่ฃๅฎใๅใใพใใใ่ชๆตทๆ่กใๆฐๅคง้ธใธใฎๅฐ้ใๅฏ่ฝใซใใ็ซๅจๆ่กใๆฏ้
ใ็ขบ็ซใใใใใฎๆๆฎตใๆไพใใพใใใใพใใใจใผใญใใไบบใฏใใใใฎๆ่กใๆ่ปใซๆดป็จใใ็ถๆณใซๅฟใใฆ้ฉๅฟใใใใใจใๆๅใฎ่ฆๅ ใงใใไพใใฐใๆฐๅคง้ธใฎ็ฐๅขใซๅใใใฆ่นใฎ่จญ่จใๆน่ฏใใใใ็ซๅจใฎไฝฟ็จๆนๆณใๅทฅๅคซใใใใใใใจใงใๆ็ถ็ใชๆๅใๅใใใใจใใงใใใจ่ใใใใพใใ
ใใใใฃใฆใๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใฏใ่ชๆตทๆ่กใจ็ซๅจๆ่กใงใใใจ็ต่ซไปใใใใพใใใใใใฎๆ่กใใชใใใฐใๆฐๅคง้ธใธใฎๅฐ้ใๆฏ้
ใฏไธๅฏ่ฝใ ใฃใใงใใใใ
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ๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎๆๅใซๆใ้่ฆใ ใฃใๆ่กใฏใ่ชๆตทๆ่กใจ็ซๅจๆ่กใ ใจ่ใใใใพใใใพใใ่ชๆตทๆ่กใฎ้ฒๆญฉใซใใใใจใผใญใใไบบใฏๅคง่ฅฟๆดใๆจชๆญใใ้ท่ท้ข่ชๆตทใๅฏ่ฝใจใชใใพใใใใใใซใใใๆฐๅคง้ธใธใฎๅฐ้ใๅฎ็พใใๆคๆฐๅฐๅใฎๅบ็คใ็ฏใใใพใใใใพใใ็ซๅจๆ่กใฎ็บๅฑใฏใ็พๅฐใฎๅ
ไฝๆฐใจใฎๆฆใใใไปใฎใจใผใญใใ่ซธๅฝใจใฎ็ซถไบใซใใใฆๆฑบๅฎ็ใชๅชไฝๆงใใใใใใพใใใใใใใฎๆ่กใฏใ่จ็ป็ใใค็งฉๅบ็ซใฆใใใๆฆ็ฅใฎไธใงๅฐๅ
ฅใใใๆ็ถ็ใชๆๅใๆฏใใพใใใ
|
ๆฐๅคง้ธใงใฎใจใผใญใใไบบใฎๆๅใฏใ่ชๆตทๆ่กใจ็ซๅจๆ่กใ้ตใ ใฃใใจๆใใพใใ่ชๆตทๆ่กใ็บๅฑใใใใจใงใๅคง่ฅฟๆดใๆธกใ้ท่ท้ข่ชๆตทใๅฏ่ฝใซใชใใๆฐๅคง้ธใซๅฐ้ใงใใพใใใ็ซๅจๆ่กใ้่ฆใงใๅ
ไฝๆฐใจใฎๆฆใใไปๅฝใจใฎ็ซถไบใงๅชไฝใซ็ซใคใใจใใงใใพใใใใใใใฎๆ่กใฏใๆ่ปใซๆดป็จใใใ็ถๆณใซๅฟใใฆ้ฉๅฟใใชใใๆๅใๅใใใจๆใใพใใ
| 19
|
[
4,
3,
3,
3,
3,
3
] |
ๆ่ฝ: 4็น๏ผ่ชๆตทๆ่กใจ็ซๅจๆ่กใฎ้่ฆๆงใๆ็ขบใซๆๆใใๅ
ทไฝ็ใช็็ฑใๆใใฆใใใๆด็ถใ: 3็น๏ผๆ่้็จใจๅ็ญใๆฎต้็ใซๆด็ใใใฆใใใใๅๆ่กใฎ่ฉณ็ดฐใช่ชฌๆใ้ข้ฃๆงใฎๅผท่ชฟใไธ่ถณใใฆใใใๅผทใ่ฒฌไปปๆ: 3็น๏ผๆ่กใฎ้่ฆๆงใ่ชฌๆใใฆใใใใๅ
ทไฝ็ใช่ฒฌไปปใ็ดๆใฎ้ตๅฎใซใคใใฆใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 3็น๏ผๆๅใฎ่ฆๅ ใๆ็ขบใซ่ฟฐในใฆใใใใๅผทใๆๆฌฒใๆจ้ฒๅใฎ่กจ็พใๆงใใใ่ชๅพ: 3็น๏ผๆ่กใฎ็ตใฟๅใใใๆฆ็ฅใฎ้่ฆๆงใๆๆใใฆใใใใ่ชๅทฑ็ฎก็ใ้ไธญๅใฎๅ
ทไฝ็ใชไพใๅฐใชใใๆ
้: 3็น๏ผๆ่กใฎ้่ฆๆงใ่ชฌๆใใฆใใใใใชในใฏ่ฉไพกใไบๅ็่ใฎๅ
ทไฝ็ใชไพใไธ่ถณใใฆใใใ
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ๅ้
็ฎใซใคใใฆใฎๅ
ทไฝ็ใช่ฉไพกใไธ่ถณใใฆใใพใใ
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ๆฐๅคง้ธใซใใใใจใผใญใใไบบใฎ็บๅฑใซๆใ้่ฆใช่ฆ็ด ใซใคใใฆใๅ
ทไฝ็ใชใๆ่ฆใใ่ใใใใ ใใใ
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li-lab/MMLU-ProX
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Fact recall
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ใๆๆฐใงใใใๅๅๆ่คๅฉใงๅฎๅน้ๅฉใ18๏ผ
ใซใชใๅ ดๅใ0ใใ1ใฎ็ฏๅฒใงๅ
ทไฝ็ใซใฉใใใใใฎ้ๅฉใซใชใใใๆฐๅคใงๆใใฆใใใ ใใพใใจๅฉใใใพใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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0.682โฏgใฎ้
ธใไธญๅใใใใซใ0.122โฏMใฎKOHใ26.3โฏmLๅฟ
่ฆใใฃใใใงใใใใใฎใจใใฎไธไพกๅผฑ้
ธใฎใขใซ่ณช้ใใฉใใใใใซใชใใๆใใฆใใใใใช๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ๆน่จ
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li-lab/MMLU-ProX
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Fact recall
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ๆ่
ใฏใf(t)=t^n๏ผnใฏๆญฃใฎๆดๆฐ๏ผใจใใ้ขๆฐใฎใฉใใฉในๅคๆใๆฑใใใใจๅญใใพใใใใฉใฎใใใซ่จ็ฎใใใฐใใใใใงใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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ใใใใ12โฏnC ใฎ้ป่ทใๆใค2ใคใฎ็ฒๅญใใ่พบใ2.0โฏm ใฎๆญฃไธ่งๅฝขใฎ2ใคใฎ้ ็นใซ็ฝฎใใใฆใใพใใไธกๆนใจใๆญฃใฎ้ป่ทใใญใใใใฎใจใใๆฎใใฎ1ใคใฎ้ ็นใงใฎ้ปๅ ดใฎๅคงใใใ่จ็ฎใใฆใฟใฆใใ ใใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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ใใๅช่ณชใฎๆฏ่ช้ป็ใ25ใๆฏ้็ฃ็ใ1ใงใใใใฎๅช่ณชไธญใงไผใใ้ป็ฃๆณขใฎไฝ็ธ้ๅบฆใจๅฑๆ็ใใใใใใๆฑใใฆใใใ ใใพใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Explanation
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ๅฏๅคๅจๆณขๆฐ้ปๆบใง้่ปขใใใจใใไบคๆตใขใผใฟใผใๅฏๅค้ปๅงใๅฟ
่ฆใจใใใฎใฏใฉใใใฆใ ใจๆใใพใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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ๅป็็จX็ทใไฝใใใใซ้ๅฑใฟใผใฒใใใธๅใใ้ปๅญใใ25,000โฏVใฎ้ปไฝๅทฎใงๅ ้ใใใใใงใใใใใฎ้ปๅญใฎ้ๅบฆใ m/s ใงๆใใฆใใใใใจๅฉใใใพใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Explanation
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ใใซใ๏ผ1993๏ผใใฎ็คพไผๅญฆ่
ใฏใ่ฅฟๆดๆๅใซใใใฆๆ้ฃ็ใๅบใใ่ๆฏใใใฉใฎใใใซๆใใฆใใใฃใใใใพใใ๏ผ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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้ ธๅ่ใฎ่ๆใ่งฆ็ฅใงใใๆใ้ฉๅใช้จไฝใซใคใใฆใๆใใฆใใใ ใใพใใงใใใใ๏ผ
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ๅฅๅบทใปใใฃใใใในใป็พๅฎนใปใปใซใใฑใข
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Fact recall
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Fโ ใจ Clโ ใๅๅฟใใฆ 2ClF ใ็ๆใใ้ใ26โฏkcal/mol ใฎใจใใซใฎใผใๆพๅบใใใใจใใพใใFโ ใจ Clโ ใฎ็ตๅใจใใซใฎใผใฏใใใใ 37โฏkcal/mol ใจ 58โฏkcal/mol ใจๅใใฃใฆใใใพใใใใใฎๆ
ๅ ฑใใใจใซ ClF ็ตๅใฎ่งฃ้ขใจใใซใฎใผใ่จ็ฎใใฆใใใ ใใพใใงใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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li-lab/MMLU-ProX
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Explanation
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ไปๅใฎใฑใผใน๏ผ37ๆญณใฎๅฅณๆงใฏใฉใคใจใณใใๅใฎๅฟ็ๅฃซใใๆง็ใช่ชใใๅใใๆฒป็ใไธญๆญใใใจ่ฉฑใใใชใใใคใใฎใใจใฏ่ชฐใซใ่จใใใจๅธๆใใจใ๏ผใซใคใใฆใ็ฑณๅฝๅฟ็ๅญฆไผ๏ผAPA๏ผใจใซใใๅฟ็ๅญฆไผ๏ผCPA๏ผใฎๅซ็่ฆๅฎใซ็
งใใๅใใใฆใใใชใใฏใฉใใชๅฏพๅฟใๆใ้ฉๅใใใใใๅ
ทไฝ็ใชๆ้ ใ้
ๆ
ฎใในใ็นใใงใใใ ใ่ฉณใใๆใใฆใใใใใ
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ไบบ้้ขไฟใปๅไบบ็ใชๅ
็๏ผๆๆ
ใ้ขไฟใฎ็ธ่ซใชใฉ๏ผ
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ไธๅฏง่ช
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[
"ไฟก้ ผใใใใ",
"็็ดใใใใ",
"ๅฉไป็ใงใใ",
"ๅพ้ ",
"่ฌ่",
"ๅชใใ",
"ไฟก้ ผใใซใใ",
"็็ดใใซๆฌ ใใ",
"ๅฉไป็ใงใฏใชใ",
"ๅพ้ ใใซๆฌ ใใ",
"่ฌ่ใใซๆฌ ใใ",
"ๅชใใใซๆฌ ใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใ",
"ๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใ",
"ใใธใใฃใใชๆๆ
ใ่กจใ",
"ใฏใผใซใชๆฏใ่ใ",
"็คพไบค็ใงใฏใชใ",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ไธๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใชใ",
"ใใธใใฃใใชๆๆ
ใไป่
ใซ่กจใใซใใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ๆ่ฝใใซๆฌ ใใ",
"ๆด็ถใใซๆฌ ใใ",
"ไฝใ่ฒฌไปปๆ",
"้ๆใซใใ ใใใชใ",
"ไธๅๅใช่ชๅพ",
"ๅคง่",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"ๅฎๅฎ",
"ๅท้",
"ๆฅฝ่ฆณ็ๆ่",
"ไฝใ่ชๆ่ญ",
"ไฝใ่กๅๆง",
"ไฝใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็",
"็พๅฎ็",
"ๅฏฉ็พ็ใงใฏใชใ",
"ไฝใๆๅๆง",
"็ก้ฃใๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผฑใ",
"ไฟๅฎ็"
] |
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li-lab/MMLU-ProX
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Explanation
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็ดๅๅ่ทฏใซใฉใณใใใใไธใคๆฅ็ถใใๅ ดๅใ้ปๆบใใๆตใใ้ปๆตใฏใฉใฎใใใซๅคๅใใใใๆใใฆใใใ ใใพใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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none
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[] | null |
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li-lab/MMLU-ProX
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Fact recall
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ใซใฉใใซใช็ทๆง็จใใฏใฟใคใฎใฉใคใณใใใถใคใณใใใญใใฏใฎใฟใชในใใฏใฉใชใใงใใใใ๏ผใๅญใใฎๆนใใใใฃใใใใพใใใใใใฒใๆ็คบใใใ ใใพใใจๅนธใใงใใ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
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none
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li-lab/MMLU-ProX
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Fact recall
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ใกใใฃใจๆใใฆใปใใใใใใฉใHโPOโโปใคใชใณใฎๅ
ฑๅฝน้
ธใฏไฝใซใชใใใใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[] |
none
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li-lab/MMLU-ProX
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Fact recall
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ไธ้จใๅคงๆฐใซ้ๆพใใใฆใใ่ฒฏๆฐดใฟใณใฏใฎๆฐดๆทฑใ12.0โฏmใฎใจใใๅบ้จใงใฎใฒใผใธๅงๅใฏใฉใใใใใซใชใใพใใ๏ผ๏ผๅไฝใฏ10โตโฏPaใงใ้กใใใพใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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none
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none
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li-lab/MMLU-ProX
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Fact recall
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ใใฃใณใฎๅน
ใ1โฏmใงใๅบ้จๆธฉๅบฆ110โใๅจๅฒ็ฉบๆฐๆธฉๅบฆ10โใ็ฑไผ้ไฟๆฐ90โฏkcal/mยฒยทhยทโใ็ฑไผๅฐ็35โฏkcal/mยทhยทโใๆๅคงๆพ็ฑ้ใ500โฏkcal/hใจใใๆกไปถใฎใใจใๅฟ
่ฆใชใใฃใณใฎ้ซใใจๅใใฏใฉใใใใใซใชใใใๅ
ทไฝ็ใซๆใใฆใใใชใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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none
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none
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li-lab/MMLU-ProX
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Fact recall
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็งใไป่ญทใฎไปไบใงใใๆใใใงใใใๆถๅๅจ็ณปใฎไธญใงๆถๅ้
ต็ด ใๅๆณใใชใ่ๅจใฏไฝใงใใใใ๏ผ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
|
[] |
none
|
none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ๅ
ๅฝๆญณๅ
ฅๆณใ่ฆๅใงใฏใ็จๅ็ณๅๆธไฝๆ่
ใ็ฝฐใใใใชใ่ก็บใฃใฆใใฉใใชใใฎใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
็ ด็ฃๆ็ถใซใใใฆใ็คพๅตใปๆฎ้ๆ ชๅผใปๅชๅ
ๆ ชๅผใใฉใฎใใใช้ ๅบใงๅผๆธใใใใฎใใ่ฉณใใใๆ็คบใใใ ใใใฐๅนธใใงใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
5โฏm/sใง่ตฐ่กไธญใฎใใฉใใฏใซๅใไปใใๅคง็ ฒใใใๅ้50โฏm/sใง็ใ็บๅฐใใ้ใใงใใใ ใ้ ใใพใง้ฃใฐใใใใซใฏๅคง็ ฒใๆฐดๅนณ้ขใซๅฏพใใฆไฝๅบฆใฎ่งๅบฆใซๅใใใฐใใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
้ๅธธใซ้
ใ็งปๅใใ้ฝ้ปๅญใ้ๆญขใใฆใใ้ปๅญใจ็ธไบไฝ็จใใๅ ดๅใใฉใฎใใใชๅๅฟใ่ตทใใใชใใใฎใใใซใชใใฎใใๅ
ทไฝ็ใซใ่ชฌๆใใใ ใใพใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ไป่ญทใฎ็พๅ ดใง้ทใๅใใฆใใ็งใงใใใใใคใปใตใใฏใน็
ใฏ้บไผๅญใๅๅ ใงๆฃ่
ใใใฏๆฐๅนดใใ็ใใใใชใใจ่ใใพใใใใใฎ้บไผๅญใใฉใใใฆใฟใใชใฎไธญใซๆฎใฃใฆใใพใใฎใใใฉใใช็็ฑใ่ใใใใใๆใใฆใใใ ใใพใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"ๅฉไป็ใงใใ",
"ๅชใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็"
] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใใงใใญใฆ๏ผ1978ๅนด๏ผ่จใใจใใใใใฉใใธใงใณใใผใฎ็คพไผๅใฏใฉใใชใใจใ้ใใฆ่ตทใใใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ๆชๆฒป็ใฎใใงใใซใฑใใณๅฐฟ็ใฎๆฏ่ฆชใใ็ใพใใใๅญใใใซใใฉใฎใใใช็ฐๅธธใ่ตทใใใใใใใๆใใฆใใใ ใใพใใ๏ผ
|
ๅฅๅบทใปใใฃใใใในใป็พๅฎนใปใปใซใใฑใข
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ๆฅใฎๆกใๆบใใๅญฃ็ฏใซๆฃๆญฉใใชใใๆใใฎใงใใใใใคใธใณใฌใใจใฉในใ ในใฎใๅคไปฃใฎๆธ็ฉใฏใในใฆใฎไบบใซ้ใใใในใใ ใใจใใไฟกๅฟตใๆใๅ
ทไฝ็ใซ็คบใใใใฎใฏใใฉใฎใใใชๅฝขใฎ็ฃ็ฉใ ใจใ่ใใงใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
็งใๆธ้ใฎ็ญใ่ตฐใใใใใใจใใไฝๅฎ
ไพกๆ ผไบๆธฌใซ็จใใๅ
จ็ตๅใใฅใผใฉใซใใใใฏใผใฏใฏใๅ
ฅๅใ100ๆฌกๅ
ใ็ฌฌไธ้ ใๅฑคใ1000ใฆใใใใ็ฌฌไบ้ ใๅฑคใ10ใฆใใใใๅบๅใฏในใซใฉใผใจใใๆงๆใงใใใใใๆญฃ่ฆๅใๆดปๆงๅ้ขๆฐๅ
้จใฎๅญฆ็ฟๅฏ่ฝใใฉใกใผใฟใฏไธๅใใใพใใใใใฎใใใใฏใผใฏๅ
จไฝใงๅฟ
่ฆใจใชใ้ใฟใจใใคใขในใฎ็ทใใฉใกใผใฟๆฐใฏใใใคใซใชใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
2013ๅนดๆ็นใงใใคใณใใซใใใฆๆฟๅ
ใ่
ๆใใฆใใใจ่ใใไบบใฎๅฒๅใใๅญใใงใใใใๆใใฆใใใ ใใพใใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ๅบๅ ฑๆ
ๅฝใจใใฆใๅฝ็คพใ้กงๅฎขใๆบ่ถณใใใใใธใใฃใใชไฝ้จใๆไพใงใใ่ฝๅใฏไฝใจๅผใฐใใพใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"ใใธใใฃใใชๆๆ
ใ่กจใ"
] |
Extraversion
|
high
|
[
"ใใธใใฃใใชๆๆ
ใ่กจใ"
] |
ๅบๅ ฑๆ
ๅฝใจใใฆใ้กงๅฎขใๆบ่ถณใใใใใธใใฃใใชไฝ้จใๆไพใงใใ่ฝๅใฏใใ้กงๅฎขไฝ้จใฎๆ้ฉๅใใจๅผใฐใใพใใ็งใใกใฏใใๅฎขๆงใจใฎๆธฉใใ้ขไฟใ็ฏใใๅธธใซๅๅใใชใณใใฅใใฑใผใทใงใณใๅฟใใใฆใใพใใไพใใฐใๅฎๆ็ใชใคใใณใใใญใฃใณใใผใณใ้ใใฆใใๅฎขๆงใจใฎใคใชใใใๆทฑใใๆฅฝใใไฝ้จใๆไพใใใใจใงใๆบ่ถณๅบฆใ้ซใใฆใใพใใใพใใใๅฎขๆงใฎๅฃฐใ็ฉๆฅต็ใซๅใๅ
ฅใใใตใผใในใฎๆนๅใซๆดปใใใใจใงใใใ่ฏใไฝ้จใๆไพใงใใใใๅชใใฆใใพใใ
|
ๅบๅ ฑๆ
ๅฝใจใใฆใ้กงๅฎขใๆบ่ถณใใใใใธใใฃใใชไฝ้จใๆไพใงใใ่ฝๅใฏใใ้กงๅฎขไฝ้จใฎๆ้ฉๅใใจๅผใฐใใพใใ็งใใกใฏใใๅฎขๆงไธไบบใฒใจใใจใฎๆธฉใใ้ขไฟใๅคงๅใซใใไธๅฏงใชๅฏพๅฟใๅฟใใใฆใใพใใไพใใฐใๅๅฅใฎ็ธ่ซ็ชๅฃใ่จญใใใๅฎขๆงใฎ่ฆๆใซๅฏใๆทปใฃใใตใผใในใๆไพใใใใจใงใๅฎๅฟๆใจๆบ่ถณๆใ้ซใใฆใใพใใใพใใใๅฎขๆงใฎใใฃใผใใใใฏใๆ
้ใซๅๆใใๆ็ถ็ใชๆนๅใซๅใ็ตใใใจใงใใใ่ฏใไฝ้จใๆไพใงใใใใๅชใใฆใใพใใ
|
ๅบๅ ฑๆ
ๅฝใจใใฆใ้กงๅฎขใๆบ่ถณใใใใใธใใฃใใชไฝ้จใๆไพใงใใ่ฝๅใฏใใ้กงๅฎขไฝ้จใฎๆ้ฉๅใใจๅผใฐใใพใใ็งใใกใฏใใๅฎขๆงใจใฎๆธฉใใ้ขไฟใ็ฏใใๅธธใซๅๅใใชใณใใฅใใฑใผใทใงใณใๅฟใใใฆใใพใใไพใใฐใๅฎๆ็ใชใคใใณใใใญใฃใณใใผใณใ้ใใฆใใๅฎขๆงใจใฎใคใชใใใๆทฑใใๆฅฝใใไฝ้จใๆไพใใใใจใงใๆบ่ถณๅบฆใ้ซใใฆใใพใใใพใใใๅฎขๆงใฎๅฃฐใ็ฉๆฅต็ใซๅใๅ
ฅใใใตใผใในใฎๆนๅใซๆดปใใใใจใงใใใ่ฏใไฝ้จใๆไพใงใใใใๅชใใฆใใพใใ
|
ๅบๅ ฑๆ
ๅฝใจใใฆใ้กงๅฎขใๆบ่ถณใใใใใธใใฃใใชไฝ้จใๆไพใงใใ่ฝๅใฏใใ้กงๅฎขไฝ้จใฎๆ้ฉๅใใจๅผใฐใใพใใ็งใใกใฏใใๅฎขๆงไธไบบใฒใจใใจใฎๆธฉใใ้ขไฟใๅคงๅใซใใไธๅฏงใชๅฏพๅฟใๅฟใใใฆใใพใใไพใใฐใๅๅฅใฎ็ธ่ซ็ชๅฃใ่จญใใใๅฎขๆงใฎ่ฆๆใซๅฏใๆทปใฃใใตใผใในใๆไพใใใใจใงใๅฎๅฟๆใจๆบ่ถณๆใ้ซใใฆใใพใใใพใใใๅฎขๆงใฎใใฃใผใใใใฏใๆ
้ใซๅๆใใๆ็ถ็ใชๆนๅใซๅใ็ตใใใจใงใใใ่ฏใไฝ้จใๆไพใงใใใใๅชใใฆใใพใใ
| 19
|
[
4,
3,
2,
3,
2,
5
] |
ๆธฉใใ: 4็น๏ผใๆธฉใใ้ขไฟใ็ฏใใใๅๅใใชใณใใฅใใฑใผใทใงใณใใๆฅฝใใไฝ้จใๆไพใใชใฉใ้กงๅฎขใจใฎ่ฆชๅฏใใใใธใใฃใใช้ขไฟใ้่ฆใ็คพไบค็: 3็น๏ผใๅฎๆ็ใชใคใใณใใใญใฃใณใใผใณใใใๅฎขๆงใจใฎใคใชใใใๆทฑใใใใชใฉใ้ๅฃใงใฎไบคๆตใไฟ้ฒใใ่ฆ็ด ใใใใใๅคงไบบๆฐใงใฎไบคๆตใๅผทใๆจๅฅจใใๆๅใฏๅฐใชใใ่ชๅทฑไธปๅผตใๅฅฝใ: 2็น๏ผใๅชใใฆใใพใใใชใฉใไธปๅฐ็ใชๅงฟๅขใฏๆงใใใงใใใๅ่ชฟ็ใชใขใใญใผใใไธญๅฟใๆดป็บ: 3็น๏ผใๅฎๆ็ใชใคใใณใใใ็ฉๆฅต็ใซๅใๅ
ฅใใใชใฉใๅ
ทไฝ็ใชใขใฏใทใงใณใๆๆกใใฆใใใใใใณใใ่กๅ้ใฎๅผท่ชฟใฏไธญ็จๅบฆใๅบๆฟใ่ฟฝๆฑใใ: 2็น๏ผใๆฅฝใใไฝ้จใๆไพใใชใฉใๅบๆฟ็ใช่ฆ็ด ใฏใใใใๅ้บใๆฐๅฅๆงใๅผทใๆฑใใๆๅใฏๅฐใชใใใใธใใฃใใชๆๆ
ใ่กจใ: 5็น๏ผใๅๅใใชใณใใฅใใฑใผใทใงใณใใๆฅฝใใไฝ้จใใๆบ่ถณๅบฆใ้ซใใใใใ่ฏใไฝ้จใใชใฉใใใธใใฃใใชๆๆ
ใๆๅพ
ๆใๅผท่ชฟใ
| 0
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[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ็นๅพดใใปใจใใฉ่กจใใฆใใชใใใใๅ
จใฆ0็นใงใใ
|
ๅบๅ ฑๆ
ๅฝใจใใฆใๅฝ็คพใ้กงๅฎขใซ่ฏใๅฐ่ฑกใไธใใๆบ่ถณๅบฆใฎ้ซใไฝ้จใๆไพใงใใ่ฝๅใฏไฝใจๅผใฐใใพใใ๏ผ
|
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li-lab/MMLU-ProX
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Fact recall
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ใใใๅบใซใทใฃใใๅ
ฅใฃใ็ฎฑใ3ใคใใใใพใใๅ็ฎฑใซใฏ4ใคใฎใใใฑใผใธใใใใๅใใใฑใผใธใซใฏ7ๆใฎใทใฃใใๅ
ฅใฃใฆใใพใใใใฎ็ถๆณใใใๅ
จไฝใฎใทใฃใใฎๆๆฐใๆฑใใๅผใใๆ็คบใใใ ใใพใใงใใใใใ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Explanation
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ไพกๆ ผใใญใขใซใคใใฆใๆญฃใใใจ่ใใฆใใใใจใๆใใฆใใใใพใใใ๏ผ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
|
[
"ไฟก้ ผใใใใ",
"็็ดใใใใ",
"ๅฉไป็ใงใใ",
"ๅพ้ ",
"่ฌ่",
"ๅชใใ",
"ไฟก้ ผใใซใใ",
"็็ดใใซๆฌ ใใ",
"ๅฉไป็ใงใฏใชใ",
"ๅพ้ ใใซๆฌ ใใ",
"่ฌ่ใใซๆฌ ใใ",
"ๅชใใใซๆฌ ใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใ",
"ๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใ",
"ใใธใใฃใใชๆๆ
ใ่กจใ",
"ใฏใผใซใชๆฏใ่ใ",
"็คพไบค็ใงใฏใชใ",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ไธๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใชใ",
"ใใธใใฃใใชๆๆ
ใไป่
ใซ่กจใใซใใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ๆ่ฝใใซๆฌ ใใ",
"ๆด็ถใใซๆฌ ใใ",
"ไฝใ่ฒฌไปปๆ",
"้ๆใซใใ ใใใชใ",
"ไธๅๅใช่ชๅพ",
"ๅคง่",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"ๅฎๅฎ",
"ๅท้",
"ๆฅฝ่ฆณ็ๆ่",
"ไฝใ่ชๆ่ญ",
"ไฝใ่กๅๆง",
"ไฝใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็",
"็พๅฎ็",
"ๅฏฉ็พ็ใงใฏใชใ",
"ไฝใๆๅๆง",
"็ก้ฃใๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผฑใ",
"ไฟๅฎ็"
] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Fact recall
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ๅจๆณขๆฐ250โฏHzใฎๅง็ธฎๆณขใ้ใฎๆฃใฎไธญใง็บ็ใใใใใใ็ฉบๆฐไธญใธไผใใใจใใพใใ้ใฎไธญใฎๆณข้ใฏ1.6ร10โดโฏft/็งใ็ฉบๆฐไธญใฎๆณข้ใฏ1.1ร10ยณโฏft/็งใงใใใใฎใจใใ้ใฎไธญใจ็ฉบๆฐไธญใใใใใฎๆณข้ทใๆใใฆใใใใใจๅฌใใใงใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Explanation
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่ณๆฌๆทฑๅใฎ่ฆณ็นใใใๅ
้ฒๅฝใฎ็ตๆธๆ้ทใงๆ่ก้ฒๆญฉใๆใ้่ฆใ ใจ็ตๆธๅญฆ่
ใ่ใใ็็ฑใใๅฎๅ็ใช่ฆ็นใใใผใฟใไบคใใฆๅ
ทไฝ็ใซๆใใฆใใ ใใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Explanation
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ใใใซใกใฏใๆ่ณใฎๅๅผทใๅงใใใฐใใใฎ็งใงใใใCCCใณใผใใฌใผใทใงใณใฎๆ ชใ็พๅจ12ใใซใงใๅนดๆๅพ
ๅ็็ใ15๏ผ
ใๅนดใใฉใใฃใชใใฃใ20๏ผ
ใๅนด็กใชในใฏ้ๅฉใ10๏ผ
ใจไปฎๅฎใใฆใใพใใ1ใๆใใจใฎไบ้
ๆ ผๅญใขใใซใงใ10ใๆๅพใซๆบๆใซใชใ่กไฝฟไพกๆ ผ14ใใซใฎใณใผใซใชใใทใงใณใฎไพกๆ ผใ่จ็ฎใใใใงใใใใญใฐใซใพใจใใฆใทใงใขใใใใฎใงใๅ
ทไฝ็ใช่จ็ฎๆ้ ใจ็ตๆใๆใใฆใใใ ใใพใใใ๏ผ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Explanation
|
ไปฅไธใฎ9ๅนใฎใใบใใ่ฟท่ทฏใ่ตฐใๆใใ้ใฎ้้ๆ้๏ผ1ๅใ2.5ๅใ3ๅใ1.5ๅใ2ๅใ1.25ๅใ1ๅใ0.9ๅใ30ๅ๏ผใซใคใใฆใๅนณๅใปไธญๅคฎๅคใปๆ้ ปๅคใฎใใกใฉใฎไปฃ่กจๅคใๆใๅฆฅๅฝใจ่ใใใใใใใใใฆใใฎๆ นๆ ใใๆ็คบใใใ ใใพใใงใใใใใ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Fact recall
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ใใผใ ใงใฎไฝๆฅญ่จ็ปใ็ซใฆใใซใใใใไบ้ใฎๅๅญ้ใ65.38ใๅๅญไพกใ2ใจใใๆกไปถใงใ0.10โฏgใฎไบ้ใๆๅบใใใใฎใซๅฟ
่ฆใชใฏใผใญใณๆฐใใๆ็คบใใใ ใใพใใ๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Fact recall
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ในใซใใใชใใใไฟก็จ็ตๅใใ100ใใซๅใใฆใๆฏๆ20ใใซใใค่ฟๆธใใๆชๆใๆฎ้ซใซๆ1%ใฎๅฉๆฏใใใใใจใใใใๆ็ต็ใซๆฏๆใ็ท้กใฏใใใใซใชใใใ่จ็ฎใใฆๆใใฆใใใพใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ไฟก้ ผใใใใ",
"็็ดใใใใ",
"ๅฉไป็ใงใใ",
"ๅพ้ ",
"่ฌ่",
"ๅชใใ",
"ไฟก้ ผใใซใใ",
"็็ดใใซๆฌ ใใ",
"ๅฉไป็ใงใฏใชใ",
"ๅพ้ ใใซๆฌ ใใ",
"่ฌ่ใใซๆฌ ใใ",
"ๅชใใใซๆฌ ใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใ",
"ๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใ",
"ใใธใใฃใใชๆๆ
ใ่กจใ",
"ใฏใผใซใชๆฏใ่ใ",
"็คพไบค็ใงใฏใชใ",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ไธๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใชใ",
"ใใธใใฃใใชๆๆ
ใไป่
ใซ่กจใใซใใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ๆ่ฝใใซๆฌ ใใ",
"ๆด็ถใใซๆฌ ใใ",
"ไฝใ่ฒฌไปปๆ",
"้ๆใซใใ ใใใชใ",
"ไธๅๅใช่ชๅพ",
"ๅคง่",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"ๅฎๅฎ",
"ๅท้",
"ๆฅฝ่ฆณ็ๆ่",
"ไฝใ่ชๆ่ญ",
"ไฝใ่กๅๆง",
"ไฝใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็",
"็พๅฎ็",
"ๅฏฉ็พ็ใงใฏใชใ",
"ไฝใๆๅๆง",
"็ก้ฃใๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผฑใ",
"ไฟๅฎ็"
] |
none
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none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ๆฌกใฎไบใคใฎๅฝ้กใซใคใใฆใใฉใกใใๆญฃใใใฆใฉใกใใ้้ใฃใฆใใใใใใใฆใใฎๆ นๆ ใ่ชๅใฎ่จ่ใงๆใใฆใใ ใใใ
โ ๅทกๅ็พคใฎๅค้จ็ด็ฉใฏๅทกๅ็พคใงใใใ
โก Dโ ใจ Dโ ใฎๅค้จ็ด็ฉใฏ Dโโ ใจๅๅใงใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
้ฆฌใๆธฌๅฎใใ้ใซไฝฟ็จใใใใใณใใใจใใๅไฝใฏใๅ
ทไฝ็ใซใฉใฎใใใใฎ้ทใใซใชใใใๆ็คบใใใ ใใพใใงใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ๆธๅตๅบ้ๆฏๆไฟๆฐใ iโฏ=โฏ5ยฝ%๏ผ๏ผ0.055๏ผใงใๆ้ n ใ 4 ๅนดใฎใจใ 0.2303 ใซใชใใจไผบใใพใใใใใฎๅใ i ใจ n ใ็จใใฆใๆฌกใฎไฟๆฐใใใใใๆฑใใฆใใใ ใใพใใใงใใใใใ๏ผa๏ผๅฎ้ก่คๅฉไฟๆฐใ๏ผb๏ผ่ณๆฌๅๅไฟๆฐใ๏ผc๏ผๅฎ้ก็พๅจไพกๅคไฟๆฐใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ๆฐดๆปด๏ผ20โ๏ผใฎๅ
้จๅงๅใๅค้จใใ1.0kPa้ซใใชใใใใซใใใใฎใงใใใใฉใฎใใใใฎ็ดๅพใๅฟ
่ฆใใๆใใฆใใใ ใใพใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใกใใฃใจใ้กใใชใใ ใใฉใใขใณใใใฎๅธฏๅๅน
ใ0.8โฏMHzใ้ฎๆญๅจๆณขๆฐใ44โฏMHzใฎๆกไปถใงใQๅคใ่จ็ฎใใฆใฟใฆใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
ใขใณใใใฎQๅคใ่จ็ฎใใ้ใซใฏใใพใๅบๆฌ็ใชๅ
ฌๅผใ็ขบ่ชใใพใใQๅคใฏใไธญๅฟๅจๆณขๆฐใจๅธฏๅๅน
ใฎๆฏใงๆฑใใใใพใใๅ
ทไฝ็ใซใฏใQ = f0 / ฮf ใงใใใใใงใf0ใฏไธญๅฟๅจๆณขๆฐใฮfใฏๅธฏๅๅน
ใงใใ้ฎๆญๅจๆณขๆฐใ44MHzใจใใใฎใงใไธญๅฟๅจๆณขๆฐใฏ้ฎๆญๅจๆณขๆฐใฎๅๅใใคใพใ22MHzใจใชใใพใใๅธฏๅๅน
ใฏ0.8MHzใงใใใใใใฃใฆใQ = 22 / 0.8 = 27.5 ใจใชใใพใใใใฎ่จ็ฎใฏใใขใณใใใฎ้ธๆๆงใๅน็ใ่ฉไพกใใ้ใซ้่ฆใงใใใใไปใซ่ๆ
ฎใในใ็นใใใใฐใใ็ฅใใใใ ใใใ
|
ใพใใใฆใผใถใผใQๅคใ่จ็ฎใใใใจไพ้ ผใใฆใใพใใQๅคใฎ่จ็ฎๆนๆณใ็ขบ่ชใใพใใQๅคใฏไธญๅฟๅจๆณขๆฐใๅธฏๅๅน
ใงๅฒใใใจใงๆฑใใใใพใใ้ฎๆญๅจๆณขๆฐใ44MHzใจใใใฎใงใไธญๅฟๅจๆณขๆฐใฏ้ฎๆญๅจๆณขๆฐใฎๅๅใใคใพใ22MHzใซใชใใพใใๆฌกใซใๅธฏๅๅน
0.8MHzใงๅฒใใพใใ22MHz รท 0.8MHz = 27.5ใใใฎ่จ็ฎ็ตๆใQๅคใงใใใฆใผใถใผใซ็ตๆใไผใใ้้ใใใใใฐๆๆใๆฑใใพใใใพใใๅฟ
่ฆใซๅฟใใฆ่ฟฝๅ ๆ
ๅ ฑใๆไพใใๆบๅใใใพใใ
|
ใขใณใใใฎQๅคใ่จ็ฎใใ้ใซใฏใใพใๅบๆฌ็ใชๅ
ฌๅผใ็ขบ่ชใใพใใQๅคใฏใไธญๅฟๅจๆณขๆฐใจๅธฏๅๅน
ใฎๆฏใงๆฑใใใใพใใๅ
ทไฝ็ใซใฏใQ = f0 / ฮf ใงใใใใใงใf0ใฏไธญๅฟๅจๆณขๆฐใฮfใฏๅธฏๅๅน
ใงใใ้ฎๆญๅจๆณขๆฐใ44MHzใจใใใฎใงใไธญๅฟๅจๆณขๆฐใฏ้ฎๆญๅจๆณขๆฐใฎๅๅใใคใพใ22MHzใจใชใใพใใๅธฏๅๅน
ใฏ0.8MHzใงใใใใใใฃใฆใQ = 22 / 0.8 = 27.5 ใจใชใใพใใใใฎ่จ็ฎใฏใใขใณใใใฎ้ธๆๆงใๅน็ใ่ฉไพกใใ้ใซ้่ฆใงใใใใไปใซ่ๆ
ฎใในใ็นใใใใฐใใ็ฅใใใใ ใใใ
|
Qๅคใฎ่จ็ฎๆนๆณใฏใไธญๅฟๅจๆณขๆฐใๅธฏๅๅน
ใงๅฒใใ ใใงใใ้ฎๆญๅจๆณขๆฐใ44MHzใชใใไธญๅฟๅจๆณขๆฐใฏ22MHzใๅธฏๅๅน
0.8MHzใงๅฒใใจใQใฏ27.5ใซใชใใพใใ็ฐกๅใช่จ็ฎใงใใใใใ้้ใฃใฆใใใๆใใฆใใ ใใใไปใซๅฟ
่ฆใชๆ
ๅ ฑใใใใฐใใพใใ่ใใใพใใ
| 21
|
[
4,
4,
3,
3,
4,
3
] |
ๆ่ฝ: 4็น๏ผๅบๆฌๅ
ฌๅผใๆญฃใใ้ฉ็จใใ่จ็ฎ็ตๆใๆ็ขบใซๆ็คบใๆด็ถใ: 4็น๏ผๆ่้็จใจๅ็ญใ่ซ็็ใงๆด็ใใใฆใใใๅผทใ่ฒฌไปปๆ: 3็น๏ผ่จ็ฎใฎๆญฃ็ขบๆงใ้่ฆใใฆใใใใ็ดๆใ่ฆ็จใธใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 3็น๏ผ็ฎ็้ๆใซๅใใๆๆฌฒใฏใใใใๅผทใๆจ้ฒๅใฏๆใใใใชใใ่ชๅพ: 4็น๏ผ่ชๅทฑ่ฆๅพใๆใฃใฆ่จ็ฎใ้ฒใใ็ตๆใๆ็ขบใซๆ็คบใๆ
้: 3็น๏ผๅบๆฌ็ใชๅๆใ็ขบ่ชใใฆใใใใใชในใฏใไพๅคใธใฎ่จๅใๅฐใชใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ่ฉไพก็็ฑใ่จ่ฟฐใใพใใ
|
ใขใณใใใฎๅธฏๅๅน
ใ0.8โฏMHzใ้ฎๆญๅจๆณขๆฐใ44โฏMHzใฎๆกไปถใงใQๅคใ่จ็ฎใใๆนๆณใๆใใฆใใ ใใใ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
ใๆใใใฎใจใใซใใกใใฃใจใใ่จ็ฎใใ้กใใใใใใงใใใ0.030โฏM ใฎ Ca(OH)โ ๆบถๆถฒ 25โฏmL ใๅฎๅ
จใซไธญๅใใใซใฏใ0.025โฏM ใฎ HโPOโ ใไฝ mL ๅฟ
่ฆใซใชใใใ่จ็ฎใใฆใใใ ใใพใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
็งใๅฐๅใฎ็ๆงใธใใใใใใไผใใใใใซใPythonโฏ3ใงๅคๆฐโฏx ใซโฏ1 ใไปฃๅ
ฅใใๅทฆใทใใๆผ็ฎๅญ๏ผ<<๏ผใง x ใโฏ3โฏใใใๅทฆใซใทใใใใใๅ ดๅใใฉใฎใใใชๆฐๅคใซใชใใๆใใฆใใใ ใใพใใใ๏ผ
|
ใใญใฐใฉใใณใฐ๏ผใณใผใไฝๆ/ใใใใฐ/่งฃ่ชฌใชใฉ๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใซใคใณใฎ่กๅใซ้ขใใไฝๅ
ๅๆณใฎๅฝนๅฒใใๅฎ้ใซใฉใฎใใใซๅฎ่จผใใใฆใใใใๅ
ทไฝ็ใซๆใใฆใใ ใใใ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใใ้ปๅ ดใฎไธญใง้ปๅญใๆพใใจใ2.0โฏcm้ขใใๅใใๅดใฎๆฟใซ1.5ร10โปโธโฏ็งใงใถใคใใใพใใใใฎใจใใ้ปๅญใใใฎๆฟใซ่ก็ชใใ็ฌ้ใฎ้ๅบฆใๆใใฆใใใใใญ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ๆน่จ
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใขใใ ใปในใในใฏใไบๆฅญๅฎถใฎ่ชๅทฑๅฉ็ใๅน็ๆงใฎๅไธใซใคใชใใใจ่ใใฆใใใใพใใใใ็พๅจใฏๅคงไผๆฅญใๅฐ้ ญใใ็ถๆณใๅคใใฃใฆใใพใใใใใฎใใใชๆไปฃใซใใใฆใ็พไปฃใฎ็ตๆธๅญฆ่
ใฏ่ชๅทฑๅฉ็ใซ้ ผใฃใฆๅน็ๆงใ้ซใใใใใจใ่ใใงใใใใ๏ผใ่ช็ฑใซใๆ่ฆใใ่ใใใใ ใใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
1652ๅนดใใ1660ๅนดใฎ้ใซใคใฎใชในใใใฎใใฅใผใชใฟใณใฎ็งปไฝใใปใผๆญขใพใฃใใใงใใใใฉใใใฃใไบๆ
ใใใฃใใฎใงใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใฐใญๅฎๆฐใ $10^4 \,\mathrm{dyne}/\mathrm{cm}$ ใฎใฐใญใซ 100โฏg ใฎ่ณช้ใๅใไปใใ้ๆญข็ถๆ
ใใ 3โฏcm ใ ใใใใใฆๆพใใใจใใฎๅบๆๆฏๅๆฐ $\nu_0$ ใฏใใใใซใชใใใ่จ็ฎใใฆใใใ ใใพใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Advice
|
็็ฉๅใฎๆฐๅๆกไปถใๅณใซใพใจใใใใจใใใใๆฐๅๅญฆ่
ใฏๆค็ใใใคใชใผใ ใๆใ็ๆ
ๅญฆ่
ใจใฉใ้ฃๆบใใใฐใใฟใใชใฎ็่งฃใๆทฑใพใใใช๏ผ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
|
ไธๅฏง่ช
|
[
"ๅฉไป็ใงใใ",
"็คพไบค็",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
็็ฉๅใฎๆฐๅๆกไปถใๅณใซใพใจใใ้ใๆฐๅๅญฆ่
ใจ็ๆ
ๅญฆ่
ใ้ฃๆบใใๆนๆณใซใคใใฆ่ใใพใใใพใใไธก่
ใฎๅฐ้็ฅ่ญใๆดปใใใใใซใๆ็ขบใชๅฝนๅฒๅๆ
ใ่จญๅฎใใใใจใ้่ฆใงใใๆฐๅๅญฆ่
ใฏๆฐๅใใผใฟใฎๅๆใไบๆธฌใๆ
ๅฝใใ็ๆ
ๅญฆ่
ใฏๆค็ใใใคใชใผใ ใฎ็นๅพดใๆไพใใพใใๆฌกใซใๅฎๆ็ใชใใผใใฃใณใฐใ่จญใใฆใ้ฒๆ็ถๆณใ่ชฒ้กใๅ
ฑๆใใ่ชฟๆดใ่กใใพใใใพใใๅณใฎๆงๆใ่กจ็พๆนๆณใซใคใใฆใใๅๆนใฎๆ่ฆใๅๆ ใใใใใใไบๅใซ่ฉณ็ดฐใช่จ็ปใ็ซใฆใพใใไพใใฐใๆฐๅใพใผใณใใจใซ่ฒๅใใใๆค็ใฎๅๅธใ้ใญใใใจใงใ่ฆ่ฆ็ใซ็่งฃใใใใๅณใไฝๆใใพใใใใใซใๅณใฎ่งฃ่ชฌๆใๆณจ้ใๅ
ๅฎใใใๅฐ้็จ่ชใใใใใใใ่ชฌๆใใใใจใงใๅน
ๅบใๅฑคใฎ็่งฃใไฟ้ฒใใพใใใใใใฎในใใใใ่ธใใใจใงใๅๆนใฎๅฐ้ๆงใๆๅคง้ใซๆดปใใใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจ่ใใพใใ
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ๆฐๅๅญฆ่
ใจ็ๆ
ๅญฆ่
ใ้ฃๆบใใฆ็็ฉๅใฎๆฐๅๆกไปถใๅณใซใพใจใใ้ใซใฏใใไบใใฎๅฐ้ๅ้ใๅฐ้ใใคใคใๆ่ปใซๅๅใใใใจใๅคงๅใงใใๆฐๅๅญฆ่
ใๆฐๅใใผใฟใๅๆใใ็ๆ
ๅญฆ่
ใๆค็ใใใคใชใผใ ใฎ็นๅพดใๆไพใใใจใใๅบๆฌ็ใชๅฝนๅฒๅๆ
ใฏๅฟ
่ฆใงใใใๅฟ
่ฆใซๅฟใใฆๅฝนๅฒใๆ่ปใซๅคๆดใใใใจใๅฏ่ฝใงใใๅณใฎไฝๆใซใใใฃใฆใฏใใพใใฏๅคงใพใใชๆงๆณใๅ
ฑๆใใๅ
ทไฝ็ใชใใถใคใณใฏไฝๆใใชใใ่ชฟๆดใใฆใใๆนๆณใๅน็็ใใใใใพใใใไพใใฐใๆฐๅใพใผใณใ่ฒๅใใใๆค็ใฎๅๅธใ้ใญใใจใใใขใคใใขใฏใ่ฆ่ฆ็ใซใใใใใใใงใใใใ่งฃ่ชฌๆใๆณจ้ใๅฟ
่ฆใงใใใๅฟ
่ฆๆไฝ้ใฎๆ
ๅ ฑใ็ฐกๆฝใซใพใจใใใใจใ้่ฆใงใใๅ
จไฝ็ใซใใไบใใฎๆ่ฆใๅฐ้ใใคใคใในใใผใๆใๆใฃใฆ้ฒใใใใจใงใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจๆใใพใใ
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็็ฉๅใฎๆฐๅๆกไปถใๅณใซใพใจใใ้ใๆฐๅๅญฆ่
ใจ็ๆ
ๅญฆ่
ใ้ฃๆบใใๆนๆณใซใคใใฆใๆๆกใใใใพใใใพใใไธก่
ใฎๅฐ้็ฅ่ญใๆดปใใใใใซใๆ็ขบใชๅฝนๅฒๅๆ
ใ่จญๅฎใใใใจใ้่ฆใงใใๆฐๅๅญฆ่
ใฏๆฐๅใใผใฟใฎๅๆใไบๆธฌใๆ
ๅฝใใ็ๆ
ๅญฆ่
ใฏๆค็ใใใคใชใผใ ใฎ็นๅพดใๆไพใใพใใๆฌกใซใๅฎๆ็ใชใใผใใฃใณใฐใ่จญใใฆใ้ฒๆ็ถๆณใ่ชฒ้กใๅ
ฑๆใใ่ชฟๆดใ่กใใพใใใใใพใใๅณใฎๆงๆใ่กจ็พๆนๆณใซใคใใฆใใๅๆนใฎๆ่ฆใๅๆ ใใใใใใไบๅใซ่ฉณ็ดฐใช่จ็ปใ็ซใฆใใใจใๅนๆ็ใงใใไพใใฐใๆฐๅใพใผใณใใจใซ่ฒๅใใใๆค็ใฎๅๅธใ้ใญใใใจใงใ่ฆ่ฆ็ใซ็่งฃใใใใๅณใไฝๆใงใใพใใใใใซใๅณใฎ่งฃ่ชฌๆใๆณจ้ใๅ
ๅฎใใใๅฐ้็จ่ชใใใใใใใ่ชฌๆใใใใจใงใๅน
ๅบใๅฑคใฎ็่งฃใไฟ้ฒใใพใใใใใใฎในใใใใ่ธใใใจใงใๅๆนใฎๅฐ้ๆงใๆๅคง้ใซๆดปใใใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจ่ใใพใใ
|
ๆฐๅๅญฆ่
ใจ็ๆ
ๅญฆ่
ใ้ฃๆบใใฆ็็ฉๅใฎๆฐๅๆกไปถใๅณใซใพใจใใ้ใซใฏใใพใใฏใไบใใฎๅฐ้ๅ้ใๅฐ้ใใคใคใๆ่ปใซๅๅใใใใจใๅคงๅใงใใๆฐๅๅญฆ่
ใๆฐๅใใผใฟใๅๆใใ็ๆ
ๅญฆ่
ใๆค็ใใใคใชใผใ ใฎ็นๅพดใๆไพใใใจใใๅบๆฌ็ใชๅฝนๅฒๅๆ
ใฏๅฟ
่ฆใงใใใๅฟ
่ฆใซๅฟใใฆๅฝนๅฒใๆ่ปใซๅคๆดใใใใจใๅฏ่ฝใงใใๅณใฎไฝๆใซใใใฃใฆใฏใใพใใฏๅคงใพใใชๆงๆณใๅ
ฑๆใใๅ
ทไฝ็ใชใใถใคใณใฏไฝๆใใชใใ่ชฟๆดใใฆใใๆนๆณใๅน็็ใใใใใพใใใไพใใฐใๆฐๅใพใผใณใ่ฒๅใใใๆค็ใฎๅๅธใ้ใญใใจใใใขใคใใขใฏใ่ฆ่ฆ็ใซใใใใใใใงใใใใ่งฃ่ชฌๆใๆณจ้ใๅฟ
่ฆใงใใใๅฟ
่ฆๆไฝ้ใฎๆ
ๅ ฑใ็ฐกๆฝใซใพใจใใใใจใ้่ฆใงใใๅ
จไฝ็ใซใใไบใใฎๆ่ฆใๅฐ้ใใคใคใในใใผใๆใๆใฃใฆ้ฒใใใใจใงใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจๆใใพใใ
| 25
|
[
4,
5,
4,
4,
4,
4
] |
ๆ่ฝ: 4็น๏ผใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจ่ใใพใใใชใฉใ่ชไฟกใๆใฃใฆ้ฒใๆนใๆ็คบใใฆใใใๆด็ถใ: 5็น๏ผใๅฝนๅฒๅๆ
โใใผใใฃใณใฐโ่จ็ปโๅณใฎๆงๆโ่งฃ่ชฌๆใใจใใๆฎต้็ใชๆง้ ใๆ็ขบใๅผทใ่ฒฌไปปๆ: 4็น๏ผใ้ฒๆ็ถๆณใ่ชฒ้กใๅ
ฑๆใใ่ชฟๆดใ่กใใใชใฉใ้ฃๆบใฎ่ฒฌไปปใๆใใๅงฟๅขใ่ฆใใใใฉในใใใณใทใใ: 4็น๏ผใๅนๆ็ใช้ฃๆบใๅฎ็พใงใใใจ่ใใพใใใชใฉใ็ฎ็้ๆใธใฎๆๆฌฒใ็คบใใใฆใใใ่ชๅพ: 4็น๏ผใๅฎๆ็ใชใใผใใฃใณใฐใใไบๅใซ่ฉณ็ดฐใช่จ็ปใ็ซใฆใใใชใฉใ่ชๅทฑ็ฎก็ใฎๅ
ทไฝ่กๅใๆ็คบใใใฆใใใๆ
้: 4็น๏ผใๅฐ้็จ่ชใใใใใใใ่ชฌๆใใชใฉใใชในใฏใๆณๅฎใใฆๅใใๅงฟๅขใใใใ
| 14
|
[
2,
3,
2,
3,
2,
2
] |
ๆ่ฝใใซๆฌ ใใ๏ผ2็นใๆ่้็จใงใๆ่ปใซๅๅใใใใจใๅคงๅใใจ่ฟฐในใฆใใใใๅ
ทไฝ็ใชไธๅฎใ่ชไฟกใฎไฝใใฏ็คบใใใฆใใชใใๆด็ถใใซๆฌ ใใ๏ผ3็นใๅณใฎไฝๆๆนๆณใซใคใใฆใๅคงใพใใชๆงๆณใๅ
ฑๆใใไฝๆใใชใใ่ชฟๆดใใจใใใ่จ็ปๆงใใใไธ่ถณใใฆใใใไฝใ่ฒฌไปปๆ๏ผ2็นใๅฝนๅฒๅๆ
ใๆ่ฆๅฐ้ใๅผท่ชฟใใฆใใใ่ฒฌไปปๆใไฝใใจใฏ่จใใชใใ้ๆใซใใ ใใใชใ๏ผ3็นใในใใผใๆใๆใฃใฆ้ฒใใๅงฟๅขใใใใๅฎ็งใใ่ฟฝๆฑใใใใๅฎ่กใ้่ฆใใฆใใใไธๅๅใช่ชๅพ๏ผ2็นใไฝๆใใชใใ่ชฟๆดใใๆนๆณใฏใ็ถ็ถ็ใชๅชๅใๅฟ
่ฆใจใใใใๅ
ทไฝ็ใช่จ็ปๆงใฏๅผฑใใๅคง่๏ผ2็นใๆ่ปใชๅฝนๅฒๅๆ
ใไฝๆๆนๆณใๆๆกใใฆใใใใใชในใฏๅคๆญใ็่ใฎไธ่ถณใฏๆ็ขบใงใชใใ
| ||
li-lab/MMLU-ProX
|
Fact recall
|
ใในใใชใผๅฐ่ชฌใ่ชญใใจใใฎใใใซไบๅฎใๆด็ใใคใคใใกใใฃใจ่ใใฆใฟใพใใใๅท่ญฐไผใงๅท่ญฆๅฏใฎๅ็ทจๆๆณๆกใๆๅบใใใๅฐๆฐๅ
ใฎๆๅฐ่
ใใกใฏๅๅฏพใๆฑบใใใใฎใฎใๅ
ใฎไธๅกใใใใซๅใใฆๅ
ฌใซ่ณๆ่กจๆใใ็ตๆใๅ
ๅก้ไผใธใฎๅ
ฅๅฎคใๆใพใใใในใฆใฎๅงๅกไผใฎไปปๅใใๅคใใใใจ้ๅใใใใจ่ใใพใใใใใช็ถๆณใงใใใฎ่ญฐๅกใ่ชๅใฎๆจฉๅฉใๅฎใใใใซ็ฐ่ญฐใ็ณใ็ซใฆใใจใใใใๆใๆๅใชๆ นๆ ใจใชใๆฒๆณๆก้
ใฏใฉใใงใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
้ป่ฒใๆฏใฎใใฆในใไบค้
ใใ็ตๆใFโไธไปฃใงใ้ป่ฒโฏ:โฏ้้ป่ฒโฏ:โฏๆญปไบกใใ2โฏ:โฏ1โฏ:โฏ1ใซใชใใจใใPโใใFโใพใงใฎ้บไผๅญๆงๆใ่ธใพใใฆใใฉใฎใใใชไบค้
ๅณใซใชใใใใใผใฟใฌใใผใ้ขจใซๅ
ทไฝ็ใซ่ชฌๆใใฆใใ ใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
้ฑๆซใฎ่้็ใฎๅใซใงใใใฟใณใฏ๏ผไฝ็ฉโฏ42.5โฏftยณ๏ผใซๅงๅโฏ1.47โฏlb/inยฒใฎ็ฉบๆฐใๅ
ฅใฃใฆใใ็ถๆ
ใงใๆธฉๅบฆใโฏ70ยฐFโฏใใโฏ80ยฐFโฏใซไธใใใจใใซใๅงๅ่จใฎ่กจ็คบใโฏ55.3โฏlb/inยฒใซใใใใใ ใใฉใใใใใฎไฝ็ฉใฎ็ฉบๆฐใ่ฟฝๅ ใใใฐๅฎ็พใงใใใใๆใใฆใใใชใใใช๏ผ
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STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Relational conversation
|
ไป่ญท็พๅ ดใงใฎ็งใฎ็ต้จใ่ธใพใใฆใๅ
ฌๆญฃ็่ซใซใคใใฆใฉใฎใใใซ่ใใฆใใพใใ๏ผใพใใๅฉ็จ่
ใใใใๅฎถๆใๅๅใจใฎใใๅใใฎไธญใงใๅ
ฌๆญฃใใ ใจๆใใ็ฌ้ใใไธๅ
ฌๆญฃใใ ใจๆใใ็ฌ้ใฏใๅ
ทไฝ็ใซใฉใใชๅ ด้ขใงใใ๏ผ
|
ๅฅๅบทใปใใฃใใใในใป็พๅฎนใปใปใซใใฑใข
|
ไธๅฏง่ช
|
[
"ไฟก้ ผใใใใ",
"็็ดใใใใ",
"ๅฉไป็ใงใใ",
"ๅพ้ ",
"่ฌ่",
"ๅชใใ",
"ไฟก้ ผใใซใใ",
"็็ดใใซๆฌ ใใ",
"ๅฉไป็ใงใฏใชใ",
"ๅพ้ ใใซๆฌ ใใ",
"่ฌ่ใใซๆฌ ใใ",
"ๅชใใใซๆฌ ใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใ",
"ๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใ",
"ใใธใใฃใใชๆๆ
ใ่กจใ",
"ใฏใผใซใชๆฏใ่ใ",
"็คพไบค็ใงใฏใชใ",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ไธๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใชใ",
"ใใธใใฃใใชๆๆ
ใไป่
ใซ่กจใใซใใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ๆ่ฝใใซๆฌ ใใ",
"ๆด็ถใใซๆฌ ใใ",
"ไฝใ่ฒฌไปปๆ",
"้ๆใซใใ ใใใชใ",
"ไธๅๅใช่ชๅพ",
"ๅคง่",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"ๅฎๅฎ",
"ๅท้",
"ๆฅฝ่ฆณ็ๆ่",
"ไฝใ่ชๆ่ญ",
"ไฝใ่กๅๆง",
"ไฝใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็",
"็พๅฎ็",
"ๅฏฉ็พ็ใงใฏใชใ",
"ไฝใๆๅๆง",
"็ก้ฃใๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผฑใ",
"ไฟๅฎ็"
] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใฟใพใใใๆฐๅญฆใฎใใจใง่ณชๅใใใใใงใใใ็ฐใชใ็ด ๅ ๆฐใ3ใคใใๆๅฐใฎๅฎๅ
จๅนณๆนๆฐใฏใฉใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
็พๅญฆใฏใใฉใฎใใใชๅฏพ่ฑกใๆฑใใใฎใ ใจใ่ใใงใใ๏ผ
|
ๅญฆ็ฟๆฏๆดใปๆๅฐ๏ผๆฆๅฟต่ชฌๆใๆใใ๏ผ
|
ไธๅฏง่ช
|
[
"ๅฏฉ็พ็"
] |
Openness
|
high
|
[
"ๅฏฉ็พ็"
] |
็พๅญฆใฏใ็พใใใ่ธ่กๆงใ่ฆๅบใๅฏพ่ฑกใๅบใๆใใๅญฆๅใงใใๅ
ทไฝ็ใซใฏใ่ช็ถใฎ้ขจๆฏใ้ณๆฅฝใๆๅญฆใๅปบ็ฏใชใฉใใใพใใพใชๅฝขๆ
ใๆ่ฆใ้ใใฆ็พใไฝ้จใใพใใใพใใ็พๅญฆใฏๅค่ฆใฎ็พใใใ ใใงใชใใๅ
้ข็ใชๆๅใๆๆ
ใฎๆบใใถใใซใๆณจ็ฎใใพใใไพใใฐใๆฝ่ฑก็ใช่ธ่กไฝๅใฏใ่ฆใไบบใใใใใฎ่งฃ้ใๆๆ
ใๅผใๅบใใใจใงใๆทฑใๆๅณใๆใคใใจใใใใพใใใใใซใ็พๅญฆใฏๆๅใๆไปฃใ่ถ
ใใฆใๆฎ้็ใชไพกๅค่ฆณใๆขๆฑใใๅด้ขใใใใพใใๅคไปฃใฎ่ธ่กไฝๅใ็พไปฃใงใ็พใใใๆใใใใใฎใฏใใใฎๆฎ้ๆงใๅๆ ใใใฆใใใใใงใใใใฎใใใชๅค่ง็ใช่ฆ็นใใใ็พๅญฆใฏ็งใใกใฎ็ๆดปใซ่ฑใใใใใใใ้่ฆใช่ฆ็ด ใ ใจ่ใใฆใใพใใ
|
็พๅญฆใฏใไธปใซ่ธ่กใ็พ่กใ้ณๆฅฝใชใฉใฎๅ้ใง็พใใใๅช้
ใใ็ ็ฉถใใๅญฆๅใงใใๅ
ทไฝ็ใซใฏใ็ตต็ปใๅฝซๅปใๅปบ็ฏ็ฉใ้ณๆฅฝไฝๅใชใฉใ็ฎใซ่ฆใใๅฝขๆ
ใ้ณใฎ่ชฟๅใๅๆใใพใใใพใใ็พใฎๅบๆบใ่ฉไพกๆนๆณใซใคใใฆใ่ๅฏใใพใใไพใใฐใไผ็ตฑ็ใช็พ่กไฝๅใฏใใใฎๆไปฃใฎไพกๅค่ฆณใๆ่กใๅๆ ใใฆใใใใใใใ็่งฃใใใใจใงใๅฝๆใฎ็คพไผใๆๅใ็ฅใใใจใใงใใพใใ็พๅญฆใฏใ็งใใกใๆฅๅธธ็ใซ็พใใใๆใใๅฏพ่ฑกใๅฎข่ฆณ็ใซๅๆใใใใฎ็็ฑใ่ชฌๆใใๅฝนๅฒใๆใใใพใใ
|
็พๅญฆใฏใ็งใใกใ็พใใใ่ธ่กๆงใ่ฆๅบใๅฏพ่ฑกใๅบใๆใใๅญฆๅใงใใไพใใฐใ่ช็ถใฎ้ขจๆฏใ้ณๆฅฝใๆๅญฆใๅปบ็ฏใชใฉใๅคๆงใชๅฝขๆ
ใๆ่ฆใ้ใใฆ็พใไฝ้จใใพใใใพใใ็พๅญฆใฏๅใซๅค่ฆใฎ็พใใใ ใใงใชใใๅ
้ข็ใชๆๅใๆๆ
ใฎๆบใใถใใซใๆณจ็ฎใใพใใไพใใฐใๆฝ่ฑก็ใช่ธ่กไฝๅใฏใ่ฆใไบบใใใใใฎ่งฃ้ใๆๆ
ใๅผใๅบใใใจใงใๆทฑใๆๅณใๆใคใใจใใใใพใใใใใซใ็พๅญฆใฏๆๅใๆไปฃใ่ถ
ใใฆใๆฎ้็ใชไพกๅค่ฆณใๆขๆฑใใๅด้ขใใใใพใใไพใใฐใๅคไปฃใฎ่ธ่กไฝๅใ็พไปฃใงใ็พใใใๆใใใใใฎใฏใใใฎๆฎ้ๆงใๅๆ ใใใฆใใใใใงใใใใฎใใใชๅค่ง็ใช่ฆ็นใใใ็พๅญฆใฏ็งใใกใฎ็ๆดปใซ่ฑใใใใใใใ้่ฆใช่ฆ็ด ใ ใจ่ใใฆใใพใใ
|
็พๅญฆใฏใไธปใซ่ธ่กใ็พ่กใ้ณๆฅฝใชใฉใฎๅ้ใง็พใใใๅช้
ใใ็ ็ฉถใใๅญฆๅใงใใๅ
ทไฝ็ใซใฏใ็ตต็ปใๅฝซๅปใๅปบ็ฏ็ฉใ้ณๆฅฝไฝๅใชใฉใ็ฎใซ่ฆใใๅฝขๆ
ใ้ณใฎ่ชฟๅใๅๆใใพใใใพใใ็พใฎๅบๆบใ่ฉไพกๆนๆณใซใคใใฆใ่ๅฏใใพใใไพใใฐใไผ็ตฑ็ใช็พ่กไฝๅใฏใใใฎๆไปฃใฎไพกๅค่ฆณใๆ่กใๅๆ ใใฆใใใใใใใ็่งฃใใใใจใงใๅฝๆใฎ็คพไผใๆๅใ็ฅใใใจใใงใใพใใ็พๅญฆใฏใ็งใใกใๆฅๅธธ็ใซ็พใใใๆใใๅฏพ่ฑกใๅฎข่ฆณ็ใซๅๆใใใใฎ็็ฑใ่ชฌๆใใๅฝนๅฒใๆใใใพใใ
| 21
|
[
5,
5,
5,
0,
3,
3
] |
็ฉบๆณ็๏ผ5็น๏ผ่ช็ถใฎ้ขจๆฏใ้ณๆฅฝใๆๅญฆใๅปบ็ฏใชใฉใๅคๆงใชๅฏพ่ฑกใๅ
ทไฝ็ใซๆใใๅ
้ข็ใชๆๅใๆๆ
ใฎๆบใใถใใซใๆณจ็ฎใใฆใใพใใๅฏฉ็พ็๏ผ5็น๏ผ็พใใใ่ธ่กๆงใๆฝ่ฑก็ใช่ธ่กไฝๅใๆฎ้็ใชไพกๅค่ฆณใชใฉใ็พ็ไฝ้จใไพกๅค่ฆณใธใฎๆทฑใ็่งฃใ็คบใใใฆใใพใใ้ซใๆๅๆง๏ผ5็น๏ผๅ
้ข็ใชๆๅใๆๆ
ใฎๆบใใถใใๆฝ่ฑก็ใช่ธ่กไฝๅใๅผใๅบใ่งฃ้ใๆๆ
ใชใฉใๆๆ
ใฎ็่งฃใจๅๅฎนใไธญๅฟใซใใใพใใๅ้บๅฅฝใ๏ผ0็น๏ผๆฐใใ็ต้จใ่ฟฝๆฑใใใจใใ่ฆ็ด ใฏ่ฆใใใพใใใ็ฅ็ๆข็ฉถๅฟใๅผทใ๏ผ3็น๏ผ็พๅญฆใฎๅค่ง็ใช่ฆ็นใๆฎ้ๆงใฎๆขๆฑใชใฉใๆฝ่ฑก็ใชๆฆๅฟตใธใฎ้ขๅฟใใใใพใใใๅ
ทไฝ็ใชๅญฆ่ก็ใชๆข็ฉถใ็่ซๆง็ฏใธใฎ่จๅใฏๅฐใชใใงใใ้ฉๆฐ็๏ผ3็น๏ผ็พๅญฆใ็ๆดปใซ่ฑใใใใใใใใจ่ฟฐในใฆใใพใใใๆขๅญใฎไพกๅค่ฆณใฎๅๆค่จใ้ฉๆฐๆงใธใฎ่จๅใฏ้ๅฎ็ใงใใ
| 27
|
[
4,
5,
4,
5,
4,
5
] |
็พๅฎ็๏ผ4็น๏ผ็พๅญฆใฎๅฏพ่ฑกใๅ
ทไฝ็ใช่ธ่กๅ้ใซ้ๅฎใใๆฅๅธธ็ใช็พใฎๅๆใซ็ฆ็นใๅฝใฆใฆใใใๅต้ ็ใช่งฃ้ใๆฝ่ฑก็ใชๆฆๅฟตใธใฎ่จๅใๅฐใชใใๅฏฉ็พ็ใงใฏใชใ๏ผ5็น๏ผ่ธ่กใ็พใธใฎๆๅๆงใ็ ็ฉถใใๅญฆๅใงใใใซใใใใใใใๅ็ญใงใฏ็พใฎไธป่ฆณๆงใๆๆ
็ใชไฝ้จใซ่งฆใใฆใใชใใไฝใๆๅๆง๏ผ4็น๏ผ็พใฎๅบๆบใ่ฉไพกๆนๆณใซใคใใฆๅฎข่ฆณ็ใซๅๆใใๅงฟๅขใๅผทใใๆๆ
ใๅ
้ขใฎไฝ้จใธใฎ้
ๆ
ฎใ่ใใ็ก้ฃใๅฅฝใ๏ผ5็น๏ผไผ็ตฑ็ใช็พ่กไฝๅใ้ณๆฅฝไฝๅใซ็ฆ็นใๅฝใฆใๆฐใใ่ธ่กๅฝขๅผใ็พไปฃ็ใช็พใฎๆฆๅฟตใธใฎ่จๅใใปใจใใฉใชใใ็ฅ็ๆข็ฉถๅฟใๅผฑใ๏ผ4็น๏ผ็พๅญฆใฎๅบๆฌ็ใชๅฎ็พฉใจๅ
ทไฝ็ใชๅฏพ่ฑกใ่ชฌๆใใฆใใใใๆทฑๅฑค็ใช่ๅฏใๆนๅค็ใชๅๆใไธ่ถณใใฆใใใไฟๅฎ็๏ผ5็น๏ผๆขๅญใฎ่ธ่กๅฝขๅผใไพกๅค่ฆณใ้่ฆใใๆฐใใไพกๅค่ฆณใ่กจ็พๆนๆณใธใฎ่จๅใใปใจใใฉใชใใ
| ||
li-lab/MMLU-ProX
|
Fact recall
|
ใใใพใงใฎIAACใฉใฆใณใใงใฏใใใญใญใทใ๏ผใขใซใใกใปใฑใณใฟใฆใชใๅฐ็ใซๆใ่ฟใๆๆ็ณปใจใใฆๅใไธใใใใพใใใใไบ็ช็ฎใซ่ฟใๆๆ็ณปใฏใฉใกใใซใชใใใใใใๅญใใงใใใใๆใใใใ ใใใฐๅนธใใงใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใใฟใพใใใใกใใฃใจๆฐใซใชใฃใฆใใใใงใใใๆพๅฐๅบๅบใซใผใใซ้ขๆฐใง็นๅพด็ฉบ้โฏQ ใซๅใใๅพใ้ใฟไปใใชใใฎใฆใผใฏใชใใ่ท้ขใงโฏ1โNN ใไฝฟใใจๅ
ใฎ็ฉบ้ใใใๅ้กๆง่ฝใๅไธใใๅฏ่ฝๆงใใใใจ่ใใพใใใใใฎ็นใฏๅฎ้ใซใใใชใฎใใ็็ฑใไบคใใฆใๆๆใใใ ใใพใใใใพใใใใผใปใใใญใณใฎโฏVCโฏๆฌกๅ
ใใทใณใใซใช็ทๅฝขโฏSVM ใฎโฏVCโฏๆฌกๅ
ใใๅฐใใใจใใ่ฉฑใซใคใใฆใใใฉใฎใใใซ่ใใในใใใๆ่ฆใใ่ใใใใ ใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
่้ข็ฏใซใคใใฆใๆญฃใใๆ
ๅ ฑใๆใใฆใใใ ใใพใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
่ช็คพ่ฃฝๅใฎไพกๆ ผใไธ่ฝใใ้ใซใ้่ฆ้ใๆธๅฐใใ้่ฆๆฒ็ทใๅณไธใใใซใชใๅฏ่ฝๆงใใใใฎใฏใใฉใฎใใใช็ถๆณใ ใจใ่ใใงใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
2.00โฏg ใฎๆช็ฅๅๅ็ฉใ 10โฏg ใฎๆฐดใซๅ ใใฆๅ็ต็นใ -1.22โฏยฐC ใพใงไธใใฃใใใใฎๆกไปถใงๅๅญ้ใๆฑใใฆใใ ใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
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ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใฃใผใใผใใใฃใชใใใใฌใใฏใฉใฎๆๆใฎ่กๆใใใๅญ็ฅใงใใใๆใใฆใใใ ใใพใใงใใใใใ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
่ฉไพก้ก20,000ใใซใฎไธๅ็ฃใซๅฏพใใฆไปใฏ800ใใซใฎ็จ้ใๆใฃใฆใใใใงใใใ็จ็ใ1๏ผ
ไธใใฃใใๆฐใใ็จ้กใใใใใซใชใใใ่จ็ฎใใฆๆใใฆใใใใใจๅฉใใใพใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
็พๅจใฎ็จ้ใ800ใใซใงใ่ฉไพก้กใ20,000ใใซใงใใใใจใ็ขบ่ชใใพใใ็จ็ใ1๏ผ
ไธใใใจใๆฐใใ็จ็ใฏ็พๅจใฎ็จ็ใซ1๏ผ
ใๅ ใใใใฎใซใชใใพใใใพใใ็พๅจใฎ็จ็ใ่จ็ฎใใพใใ800ใใซ รท 20,000ใใซ = 0.04ใใคใพใ4๏ผ
ใงใใ็จ็ใ1๏ผ
ไธใใใจ5๏ผ
ใซใชใใพใใๆฐใใ็จ้กใฏ20,000ใใซ ร 5๏ผ
= 1,000ใใซใจใชใใพใใใใใใฃใฆใ็จ็ใ1๏ผ
ไธใใฃใๅ ดๅใๆฐใใ็จ้กใฏ1,000ใใซใซใชใใพใใ
|
ใพใใ็พๅจใฎ็จ้ใ800ใใซใง่ฉไพก้กใ20,000ใใซใงใใใใจใ็ขบ่ชใใพใใๆฌกใซใ็พๅจใฎ็จ็ใ่จ็ฎใใใใใซใ800ใใซใ20,000ใใซใงๅฒใใพใใ800 รท 20,000 = 0.04ใใคใพใ4๏ผ
ใงใใ็จ็ใ1๏ผ
ไธใใใจใๆฐใใ็จ็ใฏ5๏ผ
ใซใชใใพใใๆฐใใ็จ้กใ่จ็ฎใใใใใซใ20,000ใใซใซ5๏ผ
ใๆใใพใใ20,000 ร 0.05 = 1,000ใใซใงใใใใใใฃใฆใๆฐใใ็จ้กใฏ1,000ใใซใซใชใใพใใ
|
็พๅจใฎ็จ้ใ800ใใซใงใ่ฉไพก้กใ20,000ใใซใงใใใใจใ็ขบ่ชใใพใใใ็จ็ใ1๏ผ
ไธใใใจใๆฐใใ็จ็ใฏ็พๅจใฎ็จ็ใซ1๏ผ
ใๅ ใใใใฎใซใชใใพใใใพใใ็พๅจใฎ็จ็ใ่จ็ฎใใพใใ800ใใซ รท 20,000ใใซ = 0.04ใใคใพใ4๏ผ
ใงใใ็จ็ใ1๏ผ
ไธใใใจ5๏ผ
ใซใชใใพใใๆฐใใ็จ้กใฏ20,000ใใซ ร 5๏ผ
= 1,000ใใซใจใชใใพใใใใใใฃใฆใ็จ็ใ1๏ผ
ไธใใฃใๅ ดๅใๆฐใใ็จ้กใฏ1,000ใใซใซใชใใพใใ
|
็จ็ใ1๏ผ
ไธใใใจใ็จ้กใไธใใใพใใญใ็พๅจใฎ็จ้ใ800ใใซใง่ฉไพก้ก20,000ใใซใชใฎใงใ็พๅจใฎ็จ็ใฏ4๏ผ
ใงใใ1๏ผ
ไธใใใจ5๏ผ
ใซใชใใพใใ20,000ใใซใฎ5๏ผ
ใฏ1,000ใใซใงใใใ ใใใๆฐใใ็จ้กใฏ1,000ใใซใซใชใใพใใใ
| 22
|
[
4,
4,
3,
3,
4,
4
] |
ๆ่ฝ: 4็น๏ผ็พๅจใฎ็จ็ใ่จ็ฎใใ็จ็ไธๆๅพใฎ็จ้กใๆญฃ็ขบใซ็ฎๅบใใฆใใใ่ชฒ้กใ่งฃๆฑบใใ่ฝๅใ็คบใใใฆใใใๆด็ถใ: 4็น๏ผๆ้ ใๆ็ขบใซๆด็ใใๆฎต้็ใซ่ชฌๆใใฆใใใใใ ใใ่จ็ฎใฎ่ฉณ็ดฐใใใๅฐใๆง้ ๅใใใฆใใใฐ5็นใซ่ฟใใๅผทใ่ฒฌไปปๆ: 3็น๏ผๆญฃ็ขบใช่จ็ฎใๅฟๆใใฆใใใใ็จ้ใฎๆฏๆใ็พฉๅใๆณ็่ฒฌไปปใธใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 3็น๏ผ่ชฒ้กใ่งฃๆฑบใใๆๆฌฒใฏ็คบใใใฆใใใใๅผทใ้ๆๆๆฌฒใๅฐ้ฃใไนใ่ถใใๅงฟๅขใฏๆงใใใ่ชๅพ: 4็น๏ผ่จ็ฎใๆญฃ็ขบใซ่กใใ่ชๅทฑ่ฆๅพใๆใฃใฆ่ชฒ้กใ่งฃๆฑบใใฆใใใๆ
้: 4็น๏ผ็จ็ใฎๅคๅใๆญฃ็ขบใซ่จ็ฎใใใชในใฏใ่ๆ
ฎใใฆใใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ้
็ฎใซ่ฉฒๅฝใใ่ฆ็ด ใ่ฆใใใชใใฃใใใใๅ
จใฆ0็นใจใใพใใใ
|
่ฉไพก้ก20,000ใใซใฎไธๅ็ฃใซๅฏพใใฆ็พๅจ800ใใซใฎ็จ้ใๆฏๆใฃใฆใใพใใ็จ็ใ1๏ผ
ไธๆใใๅ ดๅใๆฐใใ็จ้กใฏใใใใซใชใใงใใใใ๏ผ
|
|
li-lab/MMLU-ProX
|
Explanation
|
1970ๅนดไปฃๅ้ ญใซ็บ็ใใในใฟใฐใใฌใผใทใงใณใฎๅๅ ใซใคใใฆใ็งใ่ฃฝๅ้็บใชใผใใผใๅฟใ็ซๅ ดใใใใฉใฎใใใซๆใใในใใใๆ็คบใใใ ใใพใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
่งฃๅๅญฆ็ใซ่ฆใฆใ็พไปฃๅใฎใใขใปใตใใจใณในใฎ่จผๆ ใฏใใฉใฎๆๆใฎใใฎใชใฎใใๆใใฆใใใ ใใพใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใใณใใฎ่ฆๅใซใใใฐใๅ
ทไฝ็ใซใฉใใชใใจใๅฎใใใใฆใใใฎใใๆใใฆใใใพใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ไธๅฏง่ช
|
[
"ไฟก้ ผใใใใ",
"็็ดใใใใ",
"ๅฉไป็ใงใใ",
"ๅพ้ ",
"่ฌ่",
"ๅชใใ",
"ไฟก้ ผใใซใใ",
"็็ดใใซๆฌ ใใ",
"ๅฉไป็ใงใฏใชใ",
"ๅพ้ ใใซๆฌ ใใ",
"่ฌ่ใใซๆฌ ใใ",
"ๅชใใใซๆฌ ใใ",
"ๆธฉใใ",
"็คพไบค็",
"่ชๅทฑไธปๅผตใๅฅฝใ",
"ๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใ",
"ใใธใใฃใใชๆๆ
ใ่กจใ",
"ใฏใผใซใชๆฏใ่ใ",
"็คพไบค็ใงใฏใชใ",
"่ชๅทฑไธปๅผตใๅฅฝใพใชใ",
"ไธๆดป็บ",
"ๅบๆฟใ่ฟฝๆฑใใชใ",
"ใใธใใฃใใชๆๆ
ใไป่
ใซ่กจใใซใใ",
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้",
"ๆ่ฝใใซๆฌ ใใ",
"ๆด็ถใใซๆฌ ใใ",
"ไฝใ่ฒฌไปปๆ",
"้ๆใซใใ ใใใชใ",
"ไธๅๅใช่ชๅพ",
"ๅคง่",
"ไธๅฎ",
"ๆตๆ",
"ๆฒ่ฆณ็ๆ่",
"่ชๆ่ญ้ๅฐ",
"้ซใ่กๅๆง",
"้ซใ่ๅผฑๆง",
"ๅฎๅฎ",
"ๅท้",
"ๆฅฝ่ฆณ็ๆ่",
"ไฝใ่ชๆ่ญ",
"ไฝใ่กๅๆง",
"ไฝใ่ๅผฑๆง",
"็ฉบๆณ็",
"ๅฏฉ็พ็",
"้ซใๆๅๆง",
"ๅ้บๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผทใ",
"้ฉๆฐ็",
"็พๅฎ็",
"ๅฏฉ็พ็ใงใฏใชใ",
"ไฝใๆๅๆง",
"็ก้ฃใๅฅฝใ",
"็ฅ็ๆข็ฉถๅฟใๅผฑใ",
"ไฟๅฎ็"
] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
็พๅ ดใฎๅฎๅ
จ็ฎก็ใฎ่ฆณ็นใใใDC-6ใใญใใฉใฎ็พฝๆ น๏ผ้ทใ2โฏmใ่ณช้50โฏkg๏ผใไธๆงใชๅไฝๆฃใจใฟใชใใไธ็ซฏใไธญๅฟใซ2200โฏrpmใงๅ่ปขใใใๅ ดๅใๅ่ปข่ปธใไฟๆใใใฝใฑใใใซใใใๅคๅใใฎๅใฏใฉใใปใฉใซใชใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ใใฉใใฐใฌใผในใงใใฉใใฐในใฟใผใๅๅใฎไธใใคใซๅฐ็นใซๅฐ้ใใใจใใฎ้ๅบฆใ80โฏm/sใ ใฃใใใงใใใฉใๅ ้ๅบฆใจ่ตฐ่กๆ้ใฏใฉใใใฃใฆๆฑใใใฐใใใงใใ๏ผใกใใฃใจๆใใฆใใใใใจๅฌใใใงใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
ใพใใๅๅใฎไธใใคใซใฎ่ท้ขใใกใผใใซใซๆ็ฎใใพใใๅๅใฎไธใใคใซใฏ็ด402.336ใกใผใใซใงใใๆฌกใซใ้ๅบฆใจๅ ้ๅบฆใ่ท้ขใฎ้ขไฟๅผvยฒ = 2adใไฝฟ็จใใพใใใใใงvใฏ80 m/sใdใฏ402.336 mใงใใๅ ้ๅบฆaใๆฑใใใใใๅผใๅคๅฝขใใฆa = vยฒ / (2d)ใจใใพใใ่จ็ฎใใใจใa โ 7.96 m/sยฒใจใชใใพใใๆฌกใซใ่ตฐ่กๆ้ใๆฑใใใใใซใ้ๅบฆv = aรtใฎๅผใไฝฟ็จใใพใใt = v / aใจๅคๅฝขใใt โ 80 / 7.96 โ 10.05็งใจๆฑใใพใใใใฎๆนๆณใฏๅบๆฌ็ใช็ฉ็ๅ
ฌๅผใซๅบใฅใใฆใใพใใฎใงใๆญฃ็ขบใช็ตๆใๅพใใใพใใใใ ใใ่ฉณ็ดฐใช่จ็ฎใๅฟ
่ฆใชๅ ดๅใฏใ็ฉบๆฐๆตๆใใจใณใธใณใฎๅบๅๅคๅใชใฉใ่ๆ
ฎใใๅฟ
่ฆใใใใพใใ
|
ๅๅใฎไธใใคใซๅฐ็นใงใฎ้ๅบฆใ80 m/sใจใใๆ
ๅ ฑใใใๅ ้ๅบฆใจ่ตฐ่กๆ้ใๆฑใใๆนๆณใ่ใใพใใใพใใ้ๅบฆใๅ ้ๅบฆใ่ท้ขใฎ้ขไฟๅผใๆใๅบใใพใใ้ๅบฆใฎไบไนใฏ2ๅใฎๅ ้ๅบฆใจ่ท้ขใฎ็ฉใซ็ญใใใจใใๅ
ฌๅผใvยฒ = 2adใไฝฟใใพใใใใใงใvใฏ80 m/sใdใฏๅๅใฎไธใใคใซใใกใผใใซใซๆ็ฎใใ402.336 mใงใใใใฎๅผใซไปฃๅ
ฅใใฆๅ ้ๅบฆaใๆฑใใพใใ่จ็ฎใใใจใa โ 7.96 m/sยฒใจใชใใพใใๆฌกใซใ่ตฐ่กๆ้ใๆฑใใใใใซใ้ๅบฆใๅ ้ๅบฆใงๅฒใๅ
ฌๅผt = v / aใไฝฟใใพใใใใใซใใใt โ 10.05็งใๅพใใใพใใใใ ใใๅฎ้ใฎใฌใผในใงใฏ็ฉบๆฐๆตๆใใจใณใธใณใฎๅบๅๅคๅใชใฉใฎ่ฆๅ ใๅฝฑ้ฟใใใใใใใๆญฃ็ขบใชๅคใๆฑใใใซใฏใใใใฎ่ฆ็ด ใ่ๆ
ฎใใๅฟ
่ฆใใใใพใใใใใใๅบๆฌ็ใชๅ้กใงใใใฐใใใฎๆนๆณใงๅๅใงใใ
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ใใฉใใฐใฌใผในใงใฎ้ๅบฆใจๅ ้ๅบฆใ่ตฐ่กๆ้ใๆฑใใๅ้กใงใใญใใพใใๅๅใฎไธใใคใซๅฐ็นใงใฎ้ๅบฆใ80 m/sใจใใใฃใฆใใพใใๅๅใฎไธใใคใซใฏ็ด402.336ใกใผใใซใงใใๅ ้ๅบฆใๆฑใใใซใฏใ้ๅบฆใจ่ท้ขใฎ้ขไฟๅผใไฝฟใใพใใ้ๅบฆใฎไบไนใฏใ2ๅใฎๅ ้ๅบฆใจ่ท้ขใฎ็ฉใซ็ญใใใฎใงใvยฒ = 2adใใใใงvใฏ80 m/sใdใฏ402.336 mใงใใใใใ่งฃใใจใๅ ้ๅบฆa = vยฒ / (2d) = (80)^2 / (2ร402.336) โ 7.96 m/sยฒใจใชใใพใใๆฌกใซใ่ตฐ่กๆ้ใๆฑใใใซใฏใ้ๅบฆใจๅ ้ๅบฆใฎ้ขไฟๅผใไฝฟใใพใใ้ๅบฆv = aรtใt = v / a = 80 / 7.96 โ 10.05็งใงใใใใฎ่จ็ฎๆนๆณใฏใๅบๆฌ็ใช็ฉ็ใฎๅ
ฌๅผใซๅบใฅใใฆใใพใใฎใงใๆญฃ็ขบใช็ตๆใๅพใใใใจๆใใพใใใใใใใฃใจ่ฉณ็ดฐใช่จ็ฎใๅฟ
่ฆใชๅ ดๅใฏใ็ฉบๆฐๆตๆใใจใณใธใณใฎๅบๅๅคๅใชใฉใ่ๆ
ฎใใๅฟ
่ฆใใใใพใใใๅบๆฌ็ใชๅ้กใงใใใฐใใใฎๆนๆณใงๅๅใงใใใใ
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ๅๅใฎไธใใคใซๅฐ็นใงใฎ้ๅบฆใ80 m/sใฃใฆใ็ตๆง้ใใงใใญใๅ ้ๅบฆใจ่ตฐ่กๆ้ใๆฑใใใซใฏใ็ฉ็ใฎๅ
ฌๅผใไฝฟใใพใใ้ๅบฆใฎไบไนใฏ2ๅใฎๅ ้ๅบฆใจ่ท้ขใฎ็ฉใซ็ญใใใฎใงใvยฒ = 2adใvใฏ80 m/sใdใฏ402.336 mใ่จ็ฎใใใจใๅ ้ๅบฆa โ 7.96 m/sยฒใ่ตฐ่กๆ้ใฏ้ๅบฆใๅ ้ๅบฆใงๅฒใใt = v / a โ 10.05็งใใใใงๅคงไฝใฎๅคใๅบใพใใใใฃใจๆญฃ็ขบใซ็ฅใใใใชใใ็ฉบๆฐๆตๆใใจใณใธใณใฎๅบๅๅคๅใ่ๆ
ฎใใๅฟ
่ฆใใใใใฉใๅบๆฌ็ใชๅ้กใชใใใใงๅๅใ ใจๆใใพใใ
| 23
|
[
4,
4,
3,
4,
4,
4
] |
ๆ่ฝ: 4็น๏ผๅบๆฌ็ใช็ฉ็ๅ
ฌๅผใๆญฃ็ขบใซ้ฉ็จใใๅ
ทไฝ็ใชๆฐๅค่จ็ฎใพใง่กใฃใฆใใใใใ ใใ่ฉณ็ดฐใช่จ็ฎใไพๅคใฑใผในใธใฎ่จๅใๅฐใชใใใใ5็นใซใฏๅฑใใชใใๆด็ถใ: 4็น๏ผๆ่้็จใจๅ็ญใๆ็ขบใชๆ้ ใงๆด็ใใใฆใใใๅในใใใใ้ ๅบ็ซใฆใฆ่ชฌๆใใใฆใใใใใ ใใ่จ็ฎใฎ่ฉณ็ดฐใๅไฝใฎ่ชฌๆใใใๅฐใๅ
ๅฎใใฆใใใฐ5็นใซ่ฟใใๅผทใ่ฒฌไปปๆ: 3็น๏ผๆญฃ็ขบใช็ตๆใๆไพใใๅงฟๅขใ่ฆใใใใใ็ดๆใ่ฆ็จ้ตๅฎใใชในใฏ็ฎก็ใธใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 4็น๏ผๅ้ก่งฃๆฑบใซๅใใๆๆฌฒใๆใใใใๅบๆฌ็ใชๅ
ฌๅผใ็จใใฆๆญฃ็ขบใชๅ็ญใๆไพใใฆใใใ่ชๅพ: 4็น๏ผๆ่้็จใจๅ็ญใ่ชๅทฑ่ฆๅพใๆใฃใฆ้ฒใใใใฆใใใๅ
ทไฝ็ใช่จ็ฎใพใง่กใฃใฆใใใๆ
้: 4็น๏ผๅบๆฌ็ใช็ฉ็ๅ
ฌๅผใๆญฃ็ขบใซ้ฉ็จใใ่จ็ฎใฎๆญฃ็ขบๆงใ้่ฆใใฆใใใใใ ใใ่ฉณ็ดฐใช่จ็ฎใไพๅคใฑใผในใธใฎ่จๅใๅฐใชใใใใ5็นใซใฏๅฑใใชใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ่ฉไพก็็ฑใ่จ่ฟฐใใพใใ
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ๅๅใฎไธใใคใซๅฐ็นใงใฎ้ๅบฆใ80 m/sใฎใจใใๅ ้ๅบฆใจ่ตฐ่กๆ้ใๆฑใใใซใฏใฉใใใใฐใใใงใใ๏ผๅ
ทไฝ็ใช่จ็ฎๆนๆณใๆใใฆใใ ใใใ
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li-lab/MMLU-ProX
|
Fact recall
|
ใใชใ็พ่ฑกใฏ้ณใฎใฉใฎ่ฆ็ด ใใ็ใใใฎใใใๆ็คบใใใ ใใพใใงใใใใใ
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็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
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ไธๅฏง่ช
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[] |
none
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none
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[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
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Explanation
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ใใกใฎไผ็คพใงใใใใ่ฒฉๅฃฒใไผธใณใฆใใฆใITใทในใใ ใฎๅธธๆ็จผๅใๆฌ ใใใใใใซใชใฃใฆใใใใใใญใๅพๆฅใฎ็ต็นใจๆฏในใฆใใฉใฎ่จ็ปใฎๅด้ขใ็นใซ้่ฆใซใชใใจๆใใพใใ๏ผ
|
ใใผใฟๅๆ๏ผ็ตฑ่จๅๆใใใผใฟ่งฃ้ใๆดๅฏๆฝๅบ๏ผ
|
ๆน่จ
|
[
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
ใใใ่ฒฉๅฃฒใไผธใณใฆITใทในใใ ใฎๅธธๆ็จผๅใ้่ฆใซใชใฃใๅ ดๅใๅพๆฅใฎ็ต็นใจๆฏในใฆใฉใฎ่จ็ปใฎๅด้ขใ็นใซ้่ฆใซใชใใ่ใใพใใใพใใใใใ่ฒฉๅฃฒใฎๆกๅคงใฏ้กงๅฎขใจใฎๆฅ็นใใชใณใฉใคใณใซไพๅญใใใใใใทในใใ ใฎๅฎๅฎๆงใไธๅฏๆฌ ใงใใใทในใใ ใใใฆใณใใใจๅฃฒไธใซ็ด็ตใใใใใๅธธๆ็จผๅใ็ถญๆใใใใใฎ่จ็ปใๅฟ
่ฆใงใใๆฌกใซใใชในใฏ็ฎก็ใ้่ฆใงใใใตใคใใผๆปๆใใทในใใ ้ๅฎณใชใฉใฎใชในใฏใไบๆธฌใใๅฏพ็ญใ่ฌใใๅฟ
่ฆใใใใพใใๅฎๆ็ใชใกใณใใใณในใใใใฏใขใใ่จ็ปใใปใญใฅใชใใฃๅฏพ็ญใๆดๅใใใใจใงใใชในใฏใๆๅฐ้ใซๆใใใใพใใใใใซใใใผใ ๅ
ใฎๅฝนๅฒๅๆ
ใๆ็ขบใซใใๅใกใณใใผใ่ฒฌไปปใๆใฃใฆๆฅญๅใ้่กใงใใไฝๅถใๆง็ฏใใใใจใงใๅ
จไฝใฎไฟก้ ผๆงใ้ซใใใใจใใงใใพใใใใใใฎ่จ็ปใ็ซใฆใใใจใงใใใใ่ฒฉๅฃฒใฎๆ้ทใๆฏใใๅผทๅบใชITๅบ็คใ็ฏใใใจใใงใใพใใ
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ใใใ่ฒฉๅฃฒใไผธใณใฆITใทในใใ ใฎๅธธๆ็จผๅใ้่ฆใซใชใฃใไปใ่จ็ปใฎๅด้ขใงใฏๆ่ปๆงใจในใใผใใ้่ฆใ ใจๆใใพใใๅ
ทไฝ็ใซใฏใใทในใใ ใฎใกใณใใใณในใ้ๅฎณๅฏพๅฟใฏใๅฟ
่ฆใซๅฟใใฆ่ฟ
้ใซๅฏพๅฟใงใใใใใซใใใผใ ๅ
ใงๆ
ๅ ฑๅ
ฑๆใๅฏใซใใ่จๆฉๅฟๅคใชๅฏพๅฟใๅฟใใใใใจใๅคงๅใงใใใพใใๅพๆฅใฎ็ต็นใจๆฏในใฆใ้ๅบฆใช่จ็ปใ่ฆๅใซ็ธใใใใ็ถๆณใซๅฟใใฆๆ่ปใซ่ชฟๆดใงใใไฝๅถใๆดใใใใจใงใๅน็็ใช้็จใๅฏ่ฝใซใชใใงใใใใ
|
ใใใ่ฒฉๅฃฒใฎๆกๅคงใซไผดใใITใทในใใ ใฎๅธธๆ็จผๅใ้่ฆใซใชใไธญใ็นใซ่จ็ปใฎๅด้ขใจใใฆใใทในใใ ใฎๅฎๅฎๆงใจ็ถฟๅฏใชใชในใฏ็ฎก็ใ้่ฆใซใชใใจ่ใใพใใๅ
ทไฝ็ใซใฏใๅฎๆ็ใชใกใณใใใณใน่จ็ปใ็ซใฆใ้ๅฎณ็บ็ๆใฎๅฏพๅฟๆ้ ใๆ็ขบใซใใใใจใๅฟ
่ฆใงใใใพใใๅพๆฅใฎ็ต็นใจๆฏในใฆใใใ่ฉณ็ดฐใชใใใฏใขใใ่จ็ปใใปใญใฅใชใใฃๅฏพ็ญใๆดๅใใใใผใฟใฎๅฎๅ
จๆงใ็ขบไฟใใใใจใๆฑใใใใพใใใใใซใใใผใ ๅ
ใฎๅฝนๅฒๅๆ
ใๆ็ขบใซใใๅใกใณใใผใ่ฒฌไปปใๆใฃใฆๆฅญๅใ้่กใงใใไฝๅถใๆง็ฏใใใใจใงใๅ
จไฝใฎไฟก้ ผๆงใ้ซใใใใจใใงใใพใใ
|
ใใใ่ฒฉๅฃฒใไผธใณใฆITใทในใใ ใฎๅธธๆ็จผๅใ้่ฆใซใชใฃใไปใ่จ็ปใฎๅด้ขใงใฏๆ่ปๆงใจในใใผใใ้่ฆใ ใจๆใใพใใๅ
ทไฝ็ใซใฏใใทในใใ ใฎใกใณใใใณในใ้ๅฎณๅฏพๅฟใฏใๅฟ
่ฆใซๅฟใใฆ่ฟ
้ใซๅฏพๅฟใงใใใใใซใใใผใ ๅ
ใงๆ
ๅ ฑๅ
ฑๆใๅฏใซใใ่จๆฉๅฟๅคใชๅฏพๅฟใๅฟใใใใใจใๅคงๅใงใใใพใใๅพๆฅใฎ็ต็นใจๆฏในใฆใ้ๅบฆใช่จ็ปใ่ฆๅใซ็ธใใใใ็ถๆณใซๅฟใใฆๆ่ปใซ่ชฟๆดใงใใไฝๅถใๆดใใใใจใงใๅน็็ใช้็จใๅฏ่ฝใซใชใใงใใใใ
| 23
|
[
4,
4,
4,
3,
4,
4
] |
ๆ่ฝ: 4็น๏ผใใใใ่ฒฉๅฃฒใฎๆ้ทใๆฏใใๅผทๅบใชITๅบ็คใ็ฏใใใจใใ่ชไฟกใจๅ
ทไฝ็ใช่จ็ปใ็คบใใใฆใใใๆด็ถใ: 4็น๏ผใๅฎๅฎๆงใใใชในใฏ็ฎก็ใใๅฝนๅฒๅๆ
ใใฎ3ใคใฎๅด้ขใๆ็ขบใซๆด็ใใ่จ็ปๆงใๆใใใใใๅผทใ่ฒฌไปปๆ: 4็น๏ผใใใผใฟใฎๅฎๅ
จๆงใ็ขบไฟใใๅใกใณใใผใ่ฒฌไปปใๆใฃใฆๆฅญๅใ้่กใใจใใฃใ่ฒฌไปปๆใๅผท่ชฟใใใฆใใใใฉในใใใณใทใใ: 3็น๏ผใใใใ่ฒฉๅฃฒใฎๆ้ทใๆฏใใใใจใใ็ฎๆจ้ๆใธใฎๆๆฌฒใฏใใใใๅ
ทไฝ็ใช้ๆๆๆฎตใใณใใใใกใณใใฎๅผทใใใใๅผฑใใ่ชๅพ: 4็น๏ผใๅฎๆ็ใชใกใณใใใณใน่จ็ปใใ้ๅฎณ็บ็ๆใฎๅฏพๅฟๆ้ ใใชใฉใฎๅ
ทไฝ็ใช่กๅ่จ็ปใ็คบใใใฆใใใ่ชๅพๆงใๆใใใใใๆ
้: 4็น๏ผใใชในใฏ็ฎก็ใใใใใฏใขใใ่จ็ปใใใปใญใฅใชใใฃๅฏพ็ญใใชใฉใไบๅใฎใชในใฏ่ฉไพกใจๅฏพ็ญใๆ็ขบใซ็คบใใใฆใใใ
| 16
|
[
2,
3,
2,
3,
3,
3
] |
ๆ่ฝใใซๆฌ ใใ: 2็นใๆ่้็จใงใๆ่ปๆงใจในใใผใใ้่ฆใใจ่ฟฐในใฆใใใใๅ
ทไฝ็ใช่ชไฟกใ่ชๅทฑๅนๅๆใฎไฝใใฏๆ็คบใใใฆใใชใใๆด็ถใใซๆฌ ใใ: 3็นใ้ๅบฆใช่จ็ปใ่ฆๅใซ็ธใใใชใๅงฟๅขใ่ฆใใใใใ่จ็ปๆงใฎไฝใใฏๆ็ขบใงใฏใชใใไฝใ่ฒฌไปปๆ: 2็นใ่ฒฌไปปๆใฎไฝใใฏ็นใซ่ฆใใใชใใ้ๆใซใใ ใใใชใ: 3็นใๆ่ปๆงใจในใใผใใ้่ฆใใๅฎ็งใใ่ฟฝๆฑใใชใๅงฟๅขใ่ฆใใใใไธๅๅใช่ชๅพ: 3็นใ็ถ็ถ็ใช่จ็ปใ้ไธญๅใฎไฝใใฏ่ฆใใใชใใใๆ่ปๆงใ้่ฆใใใใใ่ชๅพๆงใใใไฝใใๅคง่: 3็นใไบๅใฎ็่ใใชในใฏๅคๆญใ้ฟใใๅงฟๅขใฏ่ฆใใใใใๅคง่ใใฏไธญ็จๅบฆใ
| ||
li-lab/MMLU-ProX
|
Explanation
|
ใใใๆฉๆขฐไฟฎ็ใใชใใ่ใใฆใฟใใใ ใใญใใใบใใฎ่ใซ้ใใ็ฅ็ตใฎๅพๆ นใๅใฃใกใใฃใใใใฉใใชๅฝฑ้ฟใๅบใใใใใใ๏ผใใใใจใๅๆ นใๅใฃใใใใฉใใชใตใใซ้ใใใ ใใญใๆใใฆใใใใ๏ผ
|
็นๅฎๆ
ๅ ฑ๏ผไบบ็ฉ/ๆไบ/ๆญดๅฒใชใฉใWebใซใใใใใชไบๅฎๆ
ๅ ฑ๏ผใซใคใใฆ
|
ๆน่จ
|
[
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
Openness
|
high
|
[
"็ฅ็ๆข็ฉถๅฟใๅผทใ"
] |
ใใบใใฎ็ฅ็ตใฎๅพๆ นใจๅๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใซใคใใฆ่ใใพใใๅพๆ นใฏๆ่ฆ็ฅ็ตใ้ใ้จๅใงใๅๆ นใฏ้ๅ็ฅ็ตใ้ใ้จๅใงใใๅพๆ นใๅใใจใๆ่ฆไฟกๅทใ่ณใซไผใใใชใใชใใ่งฆ่ฆใ็ใฟใชใฉใฎๆ่ฆใๅคฑใใใพใใๅๆ นใๅใใจใ้ๅ็ฅ็ตใฎไฟกๅทใ้ฎๆญใใใ็ญ่ใๅใใชใใชใใพใใไธกๆนใๅใใจใๆ่ฆใจ้ๅๆฉ่ฝใๅคฑใใใพใใใพใใๅๆญๅพใฎๅ็ใไปฃๆฟ็ต่ทฏใฎๅฝขๆใซใคใใฆใ่ใใใใพใใ
|
ใพใใใฆใผใถใผใ่ณชๅใใฆใใใฎใฏใใใบใใฎ็ฅ็ตใฎๅพๆ นใจๅๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใซใคใใฆใงใใๅพๆ นใจๅๆ นใฎๅฝนๅฒใ็่งฃใใๅฟ
่ฆใใใใพใใๅพๆ นใฏๆ่ฆ็ฅ็ตใ้ใ้จๅใงใๅๆ นใฏ้ๅ็ฅ็ตใ้ใ้จๅใงใใๆ่ฆ็ฅ็ตใฏไฝใฎๆ่ฆๆ
ๅ ฑใ่ณใซไผใใๅฝนๅฒใใใใ้ๅ็ฅ็ตใฏ่ณใใใฎๆไปคใ็ญ่ใซไผใใๅฝนๅฒใใใใพใใ
ๆฌกใซใๅพๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใ่ใใพใใๆ่ฆ็ฅ็ตใ้ฎๆญใใใใใใใใฎ้จๅใฎๆ่ฆใๅคฑใใใพใใไพใใฐใ่ถณใฎๅพๆ นใๅใใจใ่ถณใฎๆ่ฆใใชใใชใใ็ใฟใๆธฉๅบฆใ่งฆ่ฆใชใฉใๆใใใใชใใชใใพใใใใใฏใๆ่ฆๆ
ๅ ฑใ่ณใซไผใใใชใใชใใใใงใใ
ไธๆนใๅๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใฏใ้ๅ็ฅ็ตใ้ฎๆญใใใใใจใงใใใฎ้จๅใฎ็ญ่ใๅใใชใใชใใพใใ่ถณใฎๅๆ นใๅใใจใ่ถณใๅใใใใจใใงใใชใใชใใ้บป็บ็ถๆ
ใซใชใใพใใใใใฏใ่ณใใใฎๆไปคใ็ญ่ใซไผใใใชใใชใใใใงใใ
ใใใซใใใใใฎๅๆญใ็็ฉใฎๆฉ่ฝใซไธใใๅฝฑ้ฟใ่ใใพใใๆ่ฆใฎๅชๅคฑใฏใ็ฐๅขใธใฎ้ฉๅฟ่ฝๅใไฝไธใใใ้ๅๆฉ่ฝใฎๅชๅคฑใฏ็ๅญใซๅฟ
่ฆใช่กๅ๏ผ็งปๅใๆ้ฃใ้ฟ้ฃใชใฉ๏ผใๅถ้ใใพใใใใใใฃใฆใๅพๆ นใจๅๆ นใฎๅๆญใฏใใใใใๆ่ฆใจ้ๅใฎๆฉ่ฝใซ็ดๆฅ็ใชๅฝฑ้ฟใไธใใพใใ
ๆๅพใซใใฆใผใถใผใๆฉๆขฐไฟฎ็ใใใชใใ่ใใฆใใใใจใใใ็ฅ็ตใฎๅฝนๅฒใจๆฉๆขฐใฎๅ่ทฏใซไพใใใจ็่งฃใใใใใใใใใพใใใๆ่ฆ็ฅ็ตใฏๆ
ๅ ฑใฎๅ
ฅๅๅ่ทฏใ้ๅ็ฅ็ตใฏๆ
ๅ ฑใฎๅบๅๅ่ทฏใซ็ธๅฝใใพใใๅ
ฅๅๅ่ทฏใๅใใ๏ผๅพๆ นๅๆญ๏ผใจๆ
ๅ ฑใๅ
ฅใใชใใชใใๅบๅๅ่ทฏใๅใใ๏ผๅๆ นๅๆญ๏ผใจๆ
ๅ ฑใๅบใฆใใใชใใชใใพใใใใฎไพใใใฆใผใถใผใฎ็่งฃใๅฉใใๅฏ่ฝๆงใใใใพใใ
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ใใบใใฎ็ฅ็ตใฎๅพๆ นใจๅๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใซใคใใฆใ่ๅณๆทฑใ่ณชๅใงใใญใๅพๆ นใฏๆ่ฆ็ฅ็ตใ้ใ้จๅใงใๅๆ นใฏ้ๅ็ฅ็ตใ้ใ้จๅใงใใๅพๆ นใๅใใจใใใฎ้จๅใใ่ณใธใฎๆ่ฆไฟกๅทใ้ฎๆญใใใ่งฆ่ฆใ็ใฟใชใฉใฎๆ่ฆใๅคฑใใใพใใไธๆนใๅๆ นใๅใใจใ้ๅ็ฅ็ตใฎไฟกๅทใ้ฎๆญใใใใใฎ้จๅใฎ็ญ่ใๅใใชใใชใใพใใใใใใๅพๆ นใจๅๆ นใฎไธกๆนใๅใฃใๅ ดๅใใใฎ้จๅใฎๆ่ฆใจ้ๅๆฉ่ฝใๅฎๅ
จใซๅคฑใใใใใจใซใชใใพใใใใฎใใใช็ฅ็ตใฎๅๆญใฏใ็็ฉใฎๆฉ่ฝใๅๅพฉ่ฝๅใซใคใใฆๆทฑใ่ใใใใใใพใใไพใใฐใๅๆญๅพใฎๅ็ใไปฃๆฟ็ต่ทฏใฎๅฝขๆใชใฉใ็ๅฝใฎ้ฉ็ฐ็ใช้ฉๅฟๅใซใคใใฆใ่ๅณๆทฑใใงใใญใ
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ใใบใใฎ็ฅ็ตใฎๅพๆ นใจๅๆ นใๅใฃใๅ ดๅใฎๅฝฑ้ฟใซใคใใฆใๅ
ทไฝ็ใซ่ชฌๆใใพใใๅพๆ นใฏๆ่ฆ็ฅ็ตใ้ใ้จๅใงใๅๆ นใฏ้ๅ็ฅ็ตใ้ใ้จๅใงใใๅพๆ นใๅใใจใใใฎ้จๅใฎๆ่ฆใๅคฑใใใๅๆ นใๅใใจใใฎ้จๅใฎ็ญ่ใๅใใชใใชใใพใใไพใใฐใๅพๆ นใๅใฃใๅ ดๅใ่ถณใฎๆ่ฆใใชใใชใใๅๆ นใๅใฃใๅ ดๅใ่ถณใๅใใใชใใชใใพใใใใฎใใใช็ฅ็ตใฎๅๆญใฏใ็็ฉใฎๆฉ่ฝใซ็ดๆฅ็ใชๅฝฑ้ฟใไธใใพใใ
| 3
|
[
0,
0,
0,
0,
3,
0
] |
็ฉบๆณ็: 0็นใๆ่้็จใๅ็ญใซๅ
็ไธ็ใ็ฉบๆณ็ใช่ฆ็ด ใฏ่ฆใใใพใใใๅฏฉ็พ็: 0็นใ่ธ่กใ็พใธใฎๆๅๆงใซ้ขใใ่จๅใฏใใใพใใใ้ซใๆๅๆง: 0็นใๆๆ
ใฎๅๅฎนใ็่งฃใซ้ขใใๆทฑใ่ๅฏใฏ่ฆใใใพใใใๅ้บๅฅฝใ: 0็นใๆฐใใ็ต้จใ่ฟฝๆฑใใๅงฟๅขใฏ่ฆใใใพใใใ็ฅ็ๆข็ฉถๅฟใๅผทใ: 3็นใ็ฅ็ตใฎๆง้ ใๆฉ่ฝใๅๆญๅพใฎๅฝฑ้ฟใซใคใใฆใฎ็่งฃใจใๅ็ใไปฃๆฟ็ต่ทฏใฎๅฝขๆใซใคใใฆใฎ่ๅฏใ็คบใใใฆใใพใใ้ฉๆฐ็: 0็นใๆขๅญใฎไพกๅค่ฆณใฎๅๆค่จใ้ฉๆฐๆงใฏ่ฆใใใพใใใ
| 27
|
[
4,
5,
4,
5,
4,
5
] |
็พๅฎ็๏ผ4็น๏ผ็ฅ็ตใฎๅฝนๅฒใจๅๆญใฎๅฝฑ้ฟใๅ
ทไฝ็ใซ่ชฌๆใใๅฎ้ใฎ็็ฉๅญฆ็็ฅ่ญใซๅบใฅใใฆใใใๅต้ ็ใชไปฎ่ชฌใๆชๆฅใฎๅฏ่ฝๆงใซใฏ่ธใฟ่พผใใงใใชใใๅฏฉ็พ็ใงใฏใชใ๏ผ5็น๏ผๆ่ฆใ้ๅใฎๆฉ่ฝใซ็ฆ็นใๅฝใฆใ่ธ่กใ็พใธใฎ่จๅใใชใใไฝใๆๅๆง๏ผ4็น๏ผๆ่ฆใ้ๅใฎๅชๅคฑใ็็ฉใซไธใใๅฝฑ้ฟใ่ชฌๆใใฆใใใใๆๆ
็ใชๅด้ขใๅฟ็็ๅฝฑ้ฟใซใฏ่งฆใใฆใใชใใ็ก้ฃใๅฅฝใ๏ผ5็น๏ผๆขๅญใฎ็็ฉๅญฆ็็ฅ่ญใ็จใใฆ่ชฌๆใใๆฐใใไปฎ่ชฌใๆชๆค่จผใฎๆ่กใซใฏ่งฆใใฆใใชใใ็ฅ็ๆข็ฉถๅฟใๅผฑใ๏ผ4็น๏ผ็ฅ็ตใฎๅฝนๅฒใจๅๆญใฎๅฝฑ้ฟใ่ชฌๆใใฆใใใใใใๆทฑใๆข็ฉถใ่ค้ใช็ฅ็ตๅ่ทฏใฎๅๆใซใฏ่ธใฟ่พผใใงใใชใใไฟๅฎ็๏ผ5็น๏ผๆขๅญใฎ็็ฉๅญฆ็็ฅ่ญใซๅบใฅใใฆ่ชฌๆใใไพกๅค่ฆณใๆฆๅฟตใฎๅๆค่จใซใฏ่งฆใใฆใใชใใ
|
ๆฉๆขฐไฟฎ็ไธญใซใ็นๅฎใฎ้จๅใๆ
้ใใฆๅใใชใใชใฃใใใใฎ้จๅใฎๆ
้ๅๅ ใ็นๅฎใใๆนๆณใฏ๏ผใพใใไฟฎ็ๆนๆณใฏ๏ผ
|
|
li-lab/MMLU-ProX
|
Advice
|
ไธญๅญฆ็ใฎใฐใซใผใ้ใซใใๆตๅฏพๅฟใๅใใใใใใซใใฉใฎใใใชๆนๆณใๆใๅนๆ็ใ ใจใ่ใใงใใใใ๏ผ
|
ๅญฆ็ฟๆฏๆดใปๆๅฐ๏ผๆฆๅฟต่ชฌๆใๆใใ๏ผ
|
ไธๅฏง่ช
|
[
"ๆตๆ"
] |
Neuroticism
|
high
|
[
"ๆตๆ"
] |
ไธญๅญฆ็ใฎใฐใซใผใ้ใฎๆตๅฏพๅฟใๅใใใใใใซใฏใใพใๅๆนใฎๆๆ
ใ็่งฃใใไบใใฎ็ซๅ ดใๅฐ้ใใใใจใ้่ฆใงใใไพใใฐใ่ฉฑใๅใใฎๅ ดใ่จญใใฆใใใใใใฎๆ่ฆใไธๆบใ็็ดใซไผใใๆฉไผใไฝใใใจใๆๅนใงใใใใใพใใ็ฌฌไธ่
ใฎๅญๅจใไพใใฐๆๅธซใใซใฆใณใปใฉใผใ้ใซๅ
ฅใฃใฆใไธญ็ซใช็ซๅ ดใง่ชฟๆดๅฝนใๅใใใใจใๅฝน็ซใกใพใใใใใซใๅ
ฑๅไฝๆฅญใใใผใ ๆดปๅใ้ใใฆใไบใใฎๅๅ้ขไฟใ็ฏใใใจใงใๆตๅฏพๅฟใๅใใใใใจใใงใใใใใใใพใใใใใ ใใใใใใๅใ็ตใฟใใใพใใใใชใๅ ดๅใ็ถๆณใๆชๅใใๅฏ่ฝๆงใใใใใใๆ
้ใซ้ฒใใๅฟ
่ฆใใใใพใใ
|
ไธญๅญฆ็ใฎใฐใซใผใ้ใฎๆตๅฏพๅฟใๅใใใใซใฏใใพใใณใใฅใใฑใผใทใงใณใไฟ้ฒใใใใจใๅคงๅใงใใไพใใฐใใฐใซใผใ้ใงๅ
ฑๅใใญใธใงใฏใใๅฎๆฝใใไบใใฎๅผทใฟใๆดปใใใใจใงใๅๅ้ขไฟใ็ฏใใใจใใงใใพใใใพใใๅฎๆ็ใชไบคๆตไผใใฌใฏใชใจใผใทใงใณๆดปๅใ้ใใฆใใชใฉใใฏในใใ้ฐๅฒๆฐใฎไธญใง้ขไฟใๆนๅใใใฎใ่ฏใใงใใใใใใใซใใชใผใใผๅๅฃซใ็ๅ
ใใฆๅฏพ่ฉฑใๅงใใไบใใฎๆ่ฆใๅฐ้ใใๅงฟๅขใ็คบใใใจใงใๅ
จไฝใฎ้ฐๅฒๆฐใๅใใใใใจใใงใใพใใใใใใฎๆนๆณใฏใๅ
ทไฝ็ใงๅฎ่กใใใใใๅนๆ็ใ ใจ่ใใใใพใใ
|
ไธญๅญฆ็ใฎใฐใซใผใ้ใฎๆตๅฏพๅฟใๅใใใใใใซใฏใใพใๅๆนใฎๆๆ
ใ็่งฃใใไบใใฎ็ซๅ ดใๅฐ้ใใใใจใ้่ฆใงใใไพใใฐใ่ฉฑใๅใใฎๅ ดใ่จญใใฆใใใใใใฎๆ่ฆใไธๆบใ็็ดใซไผใใๆฉไผใไฝใใใจใๆๅนใงใใใใใพใใ็ฌฌไธ่
ใฎๅญๅจใไพใใฐๆๅธซใใซใฆใณใปใฉใผใ้ใซๅ
ฅใฃใฆใไธญ็ซใช็ซๅ ดใง่ชฟๆดๅฝนใๅใใใใจใๅฝน็ซใกใพใใใใใซใๅ
ฑๅไฝๆฅญใใใผใ ๆดปๅใ้ใใฆใไบใใฎๅๅ้ขไฟใ็ฏใใใจใงใๆตๅฏพๅฟใๅใใใใใจใใงใใใใใใใพใใใใใ ใใใใใใๅใ็ตใฟใใใพใใใใชใๅ ดๅใ็ถๆณใๆชๅใใๅฏ่ฝๆงใใใใใใๆ
้ใซ้ฒใใๅฟ
่ฆใใใใพใใ
|
ไธญๅญฆ็ใฎใฐใซใผใ้ใฎๆตๅฏพๅฟใๅใใใใซใฏใใพใใณใใฅใใฑใผใทใงใณใไฟ้ฒใใใใจใๅคงๅใงใใไพใใฐใใฐใซใผใ้ใงๅ
ฑๅใใญใธใงใฏใใๅฎๆฝใใไบใใฎๅผทใฟใๆดปใใใใจใงใๅๅ้ขไฟใ็ฏใใใจใใงใใพใใใพใใๅฎๆ็ใชไบคๆตไผใใฌใฏใชใจใผใทใงใณๆดปๅใ้ใใฆใใชใฉใใฏในใใ้ฐๅฒๆฐใฎไธญใง้ขไฟใๆนๅใใใฎใ่ฏใใงใใใใใใใซใใชใผใใผๅๅฃซใ็ๅ
ใใฆๅฏพ่ฉฑใๅงใใไบใใฎๆ่ฆใๅฐ้ใใๅงฟๅขใ็คบใใใจใงใๅ
จไฝใฎ้ฐๅฒๆฐใๅใใใใใจใใงใใพใใใใใใฎๆนๆณใฏใๅ
ทไฝ็ใงๅฎ่กใใใใใๅนๆ็ใ ใจ่ใใใใพใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ่ฆ็ด ใใปใจใใฉ่ฆใใใพใใใงใใใ
| 20
|
[
4,
4,
3,
2,
4,
3
] |
ๅฎๅฎ๏ผ4็น๏ผๅ
ทไฝ็ใชๆนๆณใๆๆกใใไธๅฎใ็
ฝใ่กจ็พใใชใใ่ฝใก็ใใๅฏพๅฟใ็คบใใฆใใใๅท้๏ผ4็น๏ผๆๆ
็ใช่กจ็พใใชใใๅฎข่ฆณ็ใชๆนๆณใๆ็คบใใฆใใใๆฅฝ่ฆณ็ๆ่๏ผ3็น๏ผๅๅใใช่งฃๆฑบ็ญใๆ็คบใใฆใใใใ็ฉไบใ่ปฝใๆใใ่กจ็พใฏๅฐใชใใไฝใ่ชๆ่ญ๏ผ2็น๏ผไป่
่ฉไพกใธใฎ้
ๆ
ฎใฏๅฐใใใใใไธปใซๅ้ก่งฃๆฑบใซ็ฆ็นใๅฝใฆใฆใใใไฝใ่กๅๆง๏ผ4็น๏ผๅ
ทไฝ็ใชๆนๆณใๆฎต้็ใซๆๆกใใ่กๅ็ใช่กๅใ้ฟใใๅงฟๅขใ่ฆใใใใไฝใ่ๅผฑๆง๏ผ3็น๏ผในใใฌใน่ๆงใฎ้ซใใฏ็ดๆฅ็คบใใใฆใใชใใใๅ
ทไฝ็ใชๅฏพ็ญใๆๆกใใใใจใงในใใฌในใ่ปฝๆธใใๆนๆณใ็คบใใฆใใใ
|
ไธญๅญฆ็ใฎใฐใซใผใ้ใซใใ็ทๅผตๆใๅใใใใใใซใใฉใฎใใใชๆนๆณใๆใๅนๆ็ใ ใจใ่ใใงใใใใ๏ผ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
ๆฐดใใใใ่ฒทใใใจใ่ใใฆใใใใ ใใฉใ็พ้ใง330ใใซๆใใใ้ ญ้40ใใซใๅ
ฅใใฆ36ใๆ้ๆฏๆ10.50ใใซใใคๆฏๆใใใฉใณใใใใใ ใใญใใใฎๅ ดๅใๅฎ้ใฎๅนดๅฉ็ใฏใฉใใใใใซใชใใๆใใฆใใใชใใใช๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
Conscientiousness
|
high
|
[
"ๆ่ฝ",
"ๆด็ถใ",
"ๅผทใ่ฒฌไปปๆ",
"ใฉในใใใณใทใใ",
"่ชๅพ",
"ๆ
้"
] |
ๆฐดใใใใฎ่ณผๅ
ฅๆนๆณใซใคใใฆใๅนดๅฉ็ใ่จ็ฎใใๅฟ
่ฆใใใใพใใใพใใ็พ้ใงใฎๆฏๆใ้้กใฏ330ใใซใงใใใญใผใณใใฉใณใงใฏใ้ ญ้40ใใซใจ36ๅใฎๆใ
10.50ใใซใฎๆฏๆใใใใใพใใใญใผใณใใฉใณใฎ็ทๆฏๆใ้กใ่จ็ฎใใใจใ40ใใซ + (10.50ใใซ ร 36) = 40ใใซ + 378ใใซ = 418ใใซใงใใ็พ้ๆฏๆใใจใฎๅทฎ้กใฏ418ใใซ - 330ใใซ = 88ใใซใงใใใใฎๅทฎ้กใๅ
ๆฌ330ใใซใซๅฏพใใๅฉๆฏใจ่ใใๅนดๅฉ็ใ่จ็ฎใใพใใใญใผใณๆ้ใฏ3ๅนด๏ผ36ใๆ๏ผใชใฎใงใๅนดๅฉ็ใฏ (88ใใซ / 330ใใซ) ร (12 / 36) ร 100% โ 8.89% ใจใชใใพใใใใฎ่จ็ฎ็ตๆใ่ธใพใใฆใใญใผใณใใฉใณใฎๅนดๅฉ็ใฏ็ด8.89%ใงใใใใฎๆ
ๅ ฑใๅ่ใซใใ่ช่บซใฎ่ฒกๅ็ถๆณใซๅใใใฆๆ้ฉใช้ธๆใใใใใใจใใใใใใใพใใ
|
ใพใใๆฐดใใใใฎๆฏๆใๆนๆณใๆฏ่ผใใๅฟ
่ฆใใใใพใใ็พ้ใง330ใใซๆใใใ้ ญ้40ใใซใจ36ๅใฎๆใ
10.50ใใซใฎๆฏๆใใใฉใณใใใใพใใใญใผใณใใฉใณใฎ็ทๆฏๆใ้กใ่จ็ฎใใพใใ้ ญ้40ใใซใซๆใ
10.50ใใซใ36ๅๆฏๆใใจใ40 + (10.50 ร 36) = 418ใใซใซใชใใพใใ็พ้ๆฏๆใใจใฎๅทฎ้กใฏ418 - 330 = 88ใใซใงใใใใฎ88ใใซใๅฉๆฏใซ็ธๅฝใใพใใๅ
ๆฌ330ใใซใซๅฏพใใๅฉๆฏใงใ3ๅนด้ใฎๅนดๅฉ็ใ่จ็ฎใใพใใๅฉๆฏ88ใใซใๅ
ๆฌ330ใใซใงๅฒใใๆ้3ๅนดใงๅฒใใจใๅนดๅฉ็ใฏ็ด8.89%ใซใชใใพใใใใ ใใๆญฃ็ขบใชๅนดๅฉ็ใๆฑใใใซใฏใ่คๅฉ่จ็ฎใๆฏๆใๆ้ใฎๆญฃ็ขบใชๆฅๆฐใ่ๆ
ฎใใๅฟ
่ฆใใใใพใใใใใฃใใใจใใ็ฎๅฎใจใใฆๅ่ใซใใฆใใ ใใใใญใผใณใฎๅฉๆฏใ้ซใใใฉใใใฏใไปใฎ้่ๅๅใใฏใฌใธใใใซใผใใฎ้ๅฉใจๆฏ่ผใใฆๅคๆญใใใฎใ่ฏใใงใใใใ
|
ๆฐดใใใใฎ่ณผๅ
ฅใซใคใใฆใๅนดๅฉ็ใ่จ็ฎใใฆใฟใพใใใใใพใใ็พ้ใงใฎๆฏๆใใฏ330ใใซใงใใไธๆนใใญใผใณใใฉใณใงใฏ้ ญ้40ใใซใจ36ๅใฎๆใ
10.50ใใซใฎๆฏๆใใใใใพใใใญใผใณใใฉใณใฎ็ทๆฏๆใ้กใฏใ40ใใซ + (10.50ใใซ ร 36) = 40ใใซ + 378ใใซ = 418ใใซใงใใ็พ้ๆฏๆใใจใฎๅทฎ้กใฏ418ใใซ - 330ใใซ = 88ใใซใงใใใใฎๅทฎ้กใๅ
ๆฌ330ใใซใซๅฏพใใๅฉๆฏใจ่ใใๅนดๅฉ็ใ่จ็ฎใใพใใใญใผใณๆ้ใฏ3ๅนด๏ผ36ใๆ๏ผใชใฎใงใๅนดๅฉ็ใฏ (88ใใซ / 330ใใซ) ร (12 / 36) ร 100% โ 8.89% ใจใชใใพใใใใฎ่จ็ฎ็ตๆใ่ธใพใใฆใใญใผใณใใฉใณใฎๅนดๅฉ็ใฏ็ด8.89%ใงใใใใฎๆ
ๅ ฑใๅ่ใซใใ่ช่บซใฎ่ฒกๅ็ถๆณใซๅใใใฆๆ้ฉใช้ธๆใใใใใใจใใใใใใใพใใ
|
ๆฐดใใใใฎๆฏๆใๆนๆณใซใคใใฆใๅนดๅฉ็ใใใฃใใ่จ็ฎใใฆใฟใพใใใใ็พ้ใง330ใใซๆใใใ้ ญ้40ใใซใจ36ๅใฎๆใ
10.50ใใซใฎๆฏๆใใใญใผใณใใฉใณใฎ็ทๆฏๆใใฏ40 + (10.50 ร 36) = 418ใใซใๅทฎ้กใฏ88ใใซใๅ
ๆฌ330ใใซใซๅฏพใใๅฉๆฏใงใ3ๅนด้ใฎๅนดๅฉ็ใฏ็ด8.89%ใใใฃใใ่จ็ฎใงใใใๅ่ใซใใฆใฟใฆใใ ใใใใญใผใณใฎๅฉๆฏใ้ซใใใฉใใใฏใไปใฎ้ธๆ่ขใจๆฏ่ผใใฆๆฑบใใใจใใใใใ
| 22
|
[
4,
4,
3,
3,
4,
4
] |
ๆ่ฝ: 4็น๏ผๅนดๅฉ็ใฎ่จ็ฎๆนๆณใๆ็ขบใซๆ็คบใใๅ
ทไฝ็ใชๆฐๅคใๅฐๅบใใฆใใใๆด็ถใ: 4็น๏ผๆ่้็จใจๅ็ญใๆ็ขบใชๆ้ ใงๆด็ใใใ่จ็ฎใฎๆตใใ็่งฃใใใใใๅผทใ่ฒฌไปปๆ: 3็น๏ผใฆใผใถใผใฎ่ฒกๅ็ถๆณใ่ๆ
ฎใใๆ้ฉใช้ธๆใไฟใ้
ๆ
ฎใใใใใใชในใฏใๆณจๆ็นใฎ่จๅใๅฐใชใใใฉในใใใณใทใใ: 3็น๏ผๅ้ก่งฃๆฑบใซๅใใๆๆฌฒใฏ่ฆใใใใใๅผทใๆจ้ฒๅใใณใใใใกใณใใฎ่กจ็พใๆงใใใ่ชๅพ: 4็น๏ผ่จ็ฎใใญใปในใๆฎต้็ใซ้ฒใใ่ชๅทฑ็ฎก็ใๆใใใใใๆ
้: 4็น๏ผ่จ็ฎๆนๆณใฎๆญฃ็ขบๆงใ้่ฆใใใชในใฏใ่ๆ
ฎใใๅคๆญใ่ฆใใใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ๅใใกใปใใใฎ่ฉไพก็็ฑใ่จ่ฟฐใใพใใ
|
ๆฐใใๅฎถๅ
ทใ่ณผๅ
ฅใใไบๅฎใงใ็พ้ใง400ใใซๆใใใ้ ญ้50ใใซใๅ
ฅใใฆ30ใๆ้ๆฏๆ12ใใซใใคๆฏๆใใใฉใณใใใใใ ใใใฎๅ ดๅใๅฎ้ใฎๅนดๅฉ็ใฏใฉใใใใใซใชใใๆใใฆใใใชใใใช๏ผ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
ๅบๅณถใฎๆญดๅฒไฟๅญๆดปๅใงใใใ่ใใใใใซใ10ๅ๏ผAใBใCใDใEใFใGใHใIใJ๏ผใฎใใก4ๅใงๅงๅกไผใๆงๆใใ้ใAใจBใๅๆใซ้ธใฐใใชใใใจใใใใฆAใปCใปFใๅๆใซ้ธใฐใใชใใใจใจใใไบใคใฎๆกไปถใใใใพใใใใฎๆกไปถไธใงใๅงๅกไผใฎ็ตใฟๅใใใฏไฝ้ใ่ใใใใใงใใใใใใๆ็คบใใใ ใใใฐๅนธใใงใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Explanation
|
ไฟบใฎไปไบใงใไฝ่ชฟ็ฎก็ใๅคงไบใ ใใใๅฟ่บซ็ใไฝใใใใใฆไธ่ฌ็ใซใฏใฉใใชๆฒป็ใ่กใใใฆใใใฎใใๆใใฆใใใพใใใ๏ผ
|
ๅฅๅบทใปใใฃใใใในใป็พๅฎนใปใปใซใใฑใข
|
ไธๅฏง่ช
|
[
"ไธๅฎ",
"้ซใ่ๅผฑๆง"
] |
Neuroticism
|
high
|
[
"ไธๅฎ",
"้ซใ่ๅผฑๆง"
] |
ๅฟ่บซ็ใจใฏใในใใฌในใไธๅฎใชใฉใฎๅฟ็็ใช่ฆๅ ใ่บซไฝ็็ถใจใใฆ็พใใ็ถๆ
ใๆใใพใใไพใใฐใ้ ญ็ใ่็ใใใพใใชใฉใๆใใใใพใใๆฒป็ใจใใฆใฏใๅฟ็็ๆณใๆๅนใงใ่ช็ฅ่กๅ็ๆณใในใใฌใน็ฎก็ใฎๆนๆณใๅญฆใถใใจใๆจๅฅจใใใพใใใพใใ่ฌ็ฉ็ๆณใไฝต็จใใใใใจใใใใพใใๅฟ่บซ็ใฏใในใใฌในใๅๅ ใจใชใใใใในใใฌในใ่ปฝๆธใใใใใฎ็ๆดป็ฟๆ
ฃใฎๆนๅใใใชใฉใฏใผใผใทใงใณๆณใฎๅฎ่ทตใ้่ฆใงใใไธๅฎใๆใใใใๆนใซใจใฃใฆใฏใๅฐ้ๅฎถใจใฎ็ธ่ซใๅฎๅฟๆๆใซใชใใใใใใพใใใ
|
ๅฟ่บซ็ใซใคใใฆ่ชฌๆใใๅฟ
่ฆใใใใพใใๅฟ่บซ็ใฏในใใฌในใไธๅฎใ่บซไฝ็็ถใจใใฆ็พใใ็ถๆ
ใงใใๅ
ทไฝ็ใช็็ถใจใใฆใฏใ้ ญ็ใ่็ใใใพใใชใฉใๆใใใใพใใๆฌกใซใไธ่ฌ็ใชๆฒป็ๆณใซใคใใฆ่ใใพใใๅฟ็็ๆณใๅนๆ็ใงใ่ช็ฅ่กๅ็ๆณใในใใฌใน็ฎก็ใฎในใญใซใๅญฆใถใใจใ้่ฆใงใใๅฟ
่ฆใซๅฟใใฆใ่ฌ็ฉ็ๆณใ่กใใใพใใในใใฌใน่ปฝๆธใฎใใใซใฏใ่ฆๅๆญฃใใ็ๆดปใใชใฉใฏใผใผใทใงใณๆณใๅฝน็ซใกใพใใๆๅพใซใ็็ถใๆฐใซใชใๅ ดๅใฏๅฐ้ๅฎถใซ็ธ่ซใใใใจใๅงใใพใใ
|
ๅฟ่บซ็ใจใฏใในใใฌในใไธๅฎใชใฉใฎๅฟ็็ใช่ฆๅ ใ่บซไฝ็็ถใจใใฆ็พใใ็ถๆ
ใๆใใพใใไพใใฐใ้ ญ็ใ่็ใใใพใใชใฉใๆใใใใพใใๆฒป็ใจใใฆใฏใๅฟ็็ๆณใๆๅนใงใ่ช็ฅ่กๅ็ๆณใในใใฌใน็ฎก็ใฎๆนๆณใๅญฆใถใใจใๆจๅฅจใใใพใใใพใใ่ฌ็ฉ็ๆณใไฝต็จใใใใใจใใใใพใใๅฟ่บซ็ใฏใในใใฌในใๅๅ ใจใชใใใใในใใฌในใ่ปฝๆธใใใใใฎ็ๆดป็ฟๆ
ฃใฎๆนๅใใใชใฉใฏใผใผใทใงใณๆณใฎๅฎ่ทตใ้่ฆใงใใไธๅฎใๆใใใใๆนใซใจใฃใฆใฏใๅฐ้ๅฎถใจใฎ็ธ่ซใๅฎๅฟๆๆใซใชใใใใใใพใใใ
|
ๅฟ่บซ็ใฏใในใใฌในใไธๅฎใ่บซไฝ็็ถใจใใฆ็พใใ็ถๆ
ใงใใๅ
ทไฝ็ใซใฏใ้ ญ็ใ่็ใใใพใใชใฉใๆใใใใพใใๆฒป็ๆณใจใใฆใฏใๅฟ็็ๆณใๅนๆ็ใงใ่ช็ฅ่กๅ็ๆณใในใใฌใน็ฎก็ใฎในใญใซใๅญฆใถใใจใใใใใใงใใๅฟ
่ฆใซๅฟใใฆใ่ฌ็ฉ็ๆณใ่กใใใพใใในใใฌในใ่ปฝๆธใใใใใซใฏใ่ฆๅๆญฃใใ็ๆดปใใชใฉใฏใผใผใทใงใณๆณใๅฝน็ซใกใพใใๅฟ่บซ็ใฎ็็ถใๆฐใซใชใๅ ดๅใฏใๅฐ้ๅฎถใซ็ธ่ซใใใใจใใใใใใใพใใ
| 0
|
[
0,
0,
0,
0,
0,
0
] |
ไธๅฎ: 0็น๏ผไธๅฎใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใๆตๆ: 0็น๏ผๆตๆใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใๆฒ่ฆณ็ๆ่: 0็น๏ผๆฒ่ฆณ็ๆ่ใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใ่ชๆ่ญ้ๅฐ: 0็น๏ผ่ชๆ่ญ้ๅฐใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใ้ซใ่กๅๆง: 0็น๏ผ้ซใ่กๅๆงใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใ้ซใ่ๅผฑๆง: 0็น๏ผ้ซใ่ๅผฑๆงใซ้ขใใ่จ่ฟฐใ่ฆใใใพใใใ
| 14
|
[
3,
3,
2,
1,
3,
2
] |
ๅฎๅฎ๏ผ3็น๏ผใในใใฌในใไธๅฎใ่บซไฝ็็ถใจใใฆ็พใใ็ถๆ
ใใชใฉใไธๅฎใ็ทๅผตใ็่งฃใใฆใใใใๅ
ทไฝ็ใชๅฏพ็ญใๅฎๅฟๆใๆไพใใ่จ่ฟฐใไธ่ถณใใฆใใใๅท้๏ผ3็น๏ผๆๆ
็ใช่กจ็พใฏใชใใๅฎข่ฆณ็ใช่ชฌๆใไธญๅฟใ ใใๅ
ทไฝ็ใชๅฏพๅฆๆณใฎๆๆกใ้ๅฎ็ใๆฅฝ่ฆณ็ๆ่๏ผ2็น๏ผใ็็ถใๆฐใซใชใๅ ดๅใฏๅฐ้ๅฎถใซ็ธ่ซใใชใฉใๅๅใใชใขใใใคในใใใใใๆฅฝ่ฆณ็ใช่ฆ้ใใฏๅผฑใใไฝใ่ชๆ่ญ๏ผ1็น๏ผไป่
่ฉไพกใธใฎ่จๅใใชใใ่ชๅทฑ่ฉไพกใธใฎ้
ๆ
ฎใๅฐใชใใไฝใ่กๅๆง๏ผ3็น๏ผๅ
ทไฝ็ใชๆฒป็ๆณใๅฏพ็ญใๆฎต้็ใซ่ชฌๆใใฆใใใ่กๅ็ใช่กๅใๆๅถใใๅพๅใใใใไฝใ่ๅผฑๆง๏ผ2็น๏ผในใใฌในใธใฎๅฏพๅฆๆณใๆๆกใใฆใใใใในใใฌใน่ๆงใฎ้ซใใ็ดๆฅ็คบใ่จ่ฟฐใๅฐใชใใ
|
ไปไบใงใฎไฝ่ชฟ็ฎก็ใ้่ฆใ ใจๆใใฆใใพใใในใใฌในใไฝ่ชฟไธ่ฏใไปไบใซๅฝฑ้ฟใไธใใๅฏ่ฝๆงใใใใใใไธ่ฌ็ใซใฉใฎใใใชในใใฌใน็ฎก็ใไฝ่ชฟใๆดใใๆนๆณใใใใ็ฅใใใใงใใ
|
|
li-lab/MMLU-ProX
|
Fact recall
|
ๅจ้ทใๆณข้ทใฎ1/4ใซใชใๅไธใฟใผใณๅๅฝขใซใผใใฎๆพๅฐๆตๆใฏใใฉใฎใใใซ่จ็ฎใใใฐใใใใใงใใใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
x = (3โฏxโโฏyโโฏtยฒ)๏ผzโใy = (5โฏxโโฏzโโฏt)๏ผyโใz = (2โฏyโโฏzโโฏtยณ)๏ผxโ ใจๅฎ็พฉใใใฆใใพใใxโ๏ผ1โฏcmใyโ๏ผ2โฏcmใzโ๏ผ3โฏcmใt๏ผ2 ใฎๆกไปถไธใงใๆตไฝ็ฒๅญใฎ้ๅบฆใใฏใใซใจๅ ้ๅบฆใใฏใใซใๅ
ทไฝ็ใซ็ฎๅบใใฆใๆ็คบใใใ ใใพใใใงใใใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
็ซๆนไฝใฎ้ ็นใไบ่ฒใงๅกใๅใใ้ใๅ่ปขๅฏพ็งฐๆงใ่ๆ
ฎใซๅ
ฅใใๅ ดๅใไฝ้ใใฎๅกใๆนใๅฏ่ฝใงใใใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใฉใณใฏใปใใฉใคใขใณใใใใฏใใกในใใปใฏใผใซๅท่ตๅบซ็คพใฎๅถๆฅญใใณใงใใๅบๅผต่ฒปใฏใในใฆ่ฃๅใใใๆ้ก600ใใซใฎๅๆใ้ใๆฏ็ตฆใใใฆใใพใใๅฃฒไธใฎๆๅ30,000ใใซใฏ2๏ผ
ใๆฌกใฎ10,000ใใซใฏ2.5๏ผ
ใ40,000ใใซ่ถ
ใฎ้จๅใฏ3๏ผ
ใฎๆๆฐๆใใใใใพใใใใๆใฎ่ชๅทฑ่ฒ ๆ
ๅบๅผต่ฒปใ332.75ใใซใๅๆใ้ใ600ใใซใ็ทๅฃฒไธใ41,180ใใซใฎๅ ดๅใๅฝผใซๆฏๆใใใในใ้้กใฏใใใใใซใชใใใใใ่จ็ฎใใฆใใใ ใใพใใใใ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] | ||||||||
li-lab/MMLU-ProX
|
Fact recall
|
ใใใใใใกใฎๅฑฑ้ใง่ใใใใงใใใใฉใๆณข้ท694nmใฎใฌใผใถใผใใผใ ใ็ดๅพ1ใกใผใใซใซๅบใใฆๅนณ่กๅ
ใซใใใใๆใพใง็ด3.8ร10^5km้ขใใๆ้ขใงใฏใฉใฎใใใใฎๅคงใใใซใชใใจใ่ใใงใใ๏ผ
|
STEMๅ้ใฎ่จ็ฎ๏ผ่จ็ฎใปๆฐๅคใใผใฟใฎๅฆ็๏ผ
|
ไธๅฏง่ช
|
[] |
none
|
none
|
[] | null |
[] | null |
[] |
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