model_id stringclasses 36
values | vendor stringclasses 17
values | arch stringclasses 2
values | study int64 1 5 | seed int64 0 456 | thinking_mode stringclasses 2
values | timestamp stringdate 2026-03-21 02:28:36 2026-03-26 19:15:35 | items dict | raw_responses dict | response_stats string | bfi.extraversion float64 1.88 4.75 | bfi.agreeableness float64 1.78 4 | bfi.conscientiousness float64 1.22 3.44 | bfi.neuroticism float64 1.5 4 | bfi.openness float64 1.8 4 | hexaco_h float64 1 3.6 | collectivism float64 1.25 3.75 | intuition float64 1.25 3.75 | uncertainty_avoidance float64 2.25 4.5 | model nullclasses 16
values | prompt_variant nullclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 0 | chat | 2026-03-21T03:00:13.314424 | {
"bfi_extraversion": [
3,
3,
3,
3,
5,
1,
3,
3
],
"bfi_agreeableness": [
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1,
5,
3,
1,
5,
4,
3,
3
],
"bfi_conscientiousness": [
5,
3,
1,
1,
3,
1,
3,
1,
1
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"3",
"1",
"1",
"3",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"1",
"3",
"1",
"1",
"2",
"3",
"3"
],
"bfi_conscientiousness": [
"1",
"3",
"5",
"1",
"3",
"1",
"3",
"1",
"1"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3 | 3.1111 | 2.1111 | 2.875 | 2.6 | 1 | 2.5 | 2.5 | 3.5 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 1 | chat | 2026-03-21T03:01:40.733463 | {
"bfi_extraversion": [
5,
3,
3,
3,
5,
1,
3,
3
],
"bfi_agreeableness": [
3,
1,
3,
1,
1,
5,
4,
3,
3
],
"bfi_conscientiousness": [
4,
1,
1,
1,
3,
1,
3,
3,
4
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"3",
"1",
"1",
"3",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"3",
"5",
"1",
"1",
"2",
"3",
"3"
],
"bfi_conscientiousness": [
"2",
"1",
"5",
"1",
"3",
"1",
"3",
"3",
"4"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.25 | 2.6667 | 2.3333 | 3.125 | 1.8 | 1.2 | 2.75 | 1.75 | 3.5 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 2 | chat | 2026-03-21T03:03:23.131522 | {
"bfi_extraversion": [
3,
3,
3,
4,
5,
3,
3,
3
],
"bfi_agreeableness": [
5,
1,
3,
3,
1,
5,
4,
3,
3
],
"bfi_conscientiousness": [
4,
3,
1,
3,
3,
3,
3,
1,
1
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"4",
"1",
"3",
"3",
"3"
],
"bfi_agreeableness": [
"5",
"1",
"3",
"3",
"1",
"1",
"2",
"3",
"3"
],
"bfi_conscientiousness": [
"2",
"3",
"5",
"3",
"3",
"3",
"3",
"1",
"1"... | {"mean_length":4.3,"min_length":1,"max_length":200,"non_numeric_count":1,"short_response_count":60,"total_items":61} | 3.375 | 3.1111 | 2.4444 | 3.125 | 2.5 | 1 | 2.75 | 2.5 | 3.25 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 4 | chat | 2026-03-21T03:05:12.537138 | {
"bfi_extraversion": [
5,
3,
3,
3,
5,
1,
3,
3
],
"bfi_agreeableness": [
4,
1,
5,
3,
1,
5,
4,
1,
3
],
"bfi_conscientiousness": [
4,
3,
1,
3,
3,
1,
3,
3,
3
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"3",
"1",
"1",
"3",
"3"
],
"bfi_agreeableness": [
"4",
"1",
"1",
"3",
"1",
"1",
"2",
"1",
"3"
],
"bfi_conscientiousness": [
"2",
"3",
"5",
"3",
"3",
"1",
"3",
"3",
"3"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.25 | 3 | 2.6667 | 2.625 | 2.3 | 1 | 2.75 | 2.75 | 3.25 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 5 | chat | 2026-03-21T03:06:43.851059 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
1,
5,
3
],
"bfi_agreeableness": [
3,
1,
3,
3,
1,
5,
4,
1,
3
],
"bfi_conscientiousness": [
5,
3,
1,
3,
3,
1,
3,
1,
1
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"3",
"3",
"1",
"1",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"3",
"3",
"1",
"1",
"2",
"1",
"3"
],
"bfi_conscientiousness": [
"1",
"3",
"5",
"3",
"3",
"1",
"3",
"1",
"1"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3 | 2.6667 | 2.3333 | 3.125 | 2.5 | 1.2 | 2.5 | 2.5 | 3.5 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 6 | chat | 2026-03-21T03:08:24.468757 | {
"bfi_extraversion": [
3,
3,
3,
3,
5,
1,
5,
3
],
"bfi_agreeableness": [
4,
1,
3,
5,
1,
5,
4,
1,
1
],
"bfi_conscientiousness": [
5,
3,
1,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"3",
"1",
"1",
"1",
"3"
],
"bfi_agreeableness": [
"4",
"1",
"3",
"1",
"1",
"1",
"2",
"1",
"1"
],
"bfi_conscientiousness": [
"1",
"3",
"5",
"3",
"3",
"3",
"3",
"3",
"3"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.25 | 2.7778 | 3 | 2.875 | 2.2 | 1.4 | 2.75 | 2.5 | 3 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 7 | chat | 2026-03-21T03:09:58.963002 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
4,
1,
3,
3,
1,
5,
1,
1,
3
],
"bfi_conscientiousness": [
4,
3,
1,
3,
3,
1,
3,
3,
4
],
"bfi_neuroticism": [
3,
4,
1,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"3",
"3",
"3",
"3",
"3"
],
"bfi_agreeableness": [
"4",
"1",
"3",
"3",
"1",
"1",
"5",
"1",
"3"
],
"bfi_conscientiousness": [
"2",
"3",
"5",
"3",
"3",
"1",
"3",
"3",
"4"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3 | 2.4444 | 2.7778 | 2.875 | 2.3 | 1.2 | 2.5 | 1.5 | 3.25 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 8 | chat | 2026-03-21T03:11:43.140601 | {
"bfi_extraversion": [
3,
3,
3,
3,
5,
1,
3,
3
],
"bfi_agreeableness": [
5,
1,
3,
5,
1,
5,
5,
1,
3
],
"bfi_conscientiousness": [
4,
3,
1,
3,
3,
3,
3,
3,
4
],
"bfi_neuroticism": [
3,
4,
1,
... | {
"bfi_extraversion": [
"3",
"3",
"3",
"3",
"1",
"1",
"3",
"3"
],
"bfi_agreeableness": [
"5",
"1",
"3",
"1",
"1",
"1",
"1",
"1",
"3"
],
"bfi_conscientiousness": [
"2",
"3",
"5",
"3",
"3",
"3",
"3",
"",
"4"
... | {"mean_length":1.0,"min_length":0,"max_length":1,"non_numeric_count":1,"short_response_count":61,"total_items":61} | 3 | 3.2222 | 3 | 3.125 | 2.2 | 1.4 | 3 | 2.5 | 3.75 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 9 | chat | 2026-03-21T03:13:22.848783 | {
"bfi_extraversion": [
5,
3,
3,
2,
5,
1,
3,
3
],
"bfi_agreeableness": [
3,
1,
1,
3,
1,
5,
5,
3,
3
],
"bfi_conscientiousness": [
4,
1,
1,
3,
4,
1,
3,
1,
1
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"2",
"1",
"1",
"3",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"5",
"3",
"1",
"1",
"1",
"3",
"3"
],
"bfi_conscientiousness": [
"2",
"1",
"5",
"3",
"2",
"1",
"3",
"1",
"1"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.125 | 2.7778 | 2.1111 | 2.875 | 2.2 | 1 | 2.75 | 2 | 3.75 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 42 | chat | 2026-03-21T03:15:03.112655 | {
"bfi_extraversion": [
5,
3,
3,
4,
5,
2,
3,
3
],
"bfi_agreeableness": [
3,
1,
3,
5,
1,
5,
4,
3,
3
],
"bfi_conscientiousness": [
5,
3,
1,
3,
5,
1,
3,
1,
4
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"4",
"1",
"2",
"3",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"3",
"1",
"1",
"1",
"2",
"3",
"3"
],
"bfi_conscientiousness": [
"1",
"3",
"5",
"3",
"1",
"1",
"3",
"1",
"4"... | {"mean_length":1.0,"min_length":0,"max_length":1,"non_numeric_count":2,"short_response_count":61,"total_items":61} | 3.5 | 3.1111 | 2.8889 | 3.125 | 2.2 | 1.2 | 3 | 2.25 | 3 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 123 | chat | 2026-03-21T03:16:33.853308 | {
"bfi_extraversion": [
5,
3,
3,
3,
3,
1,
5,
3
],
"bfi_agreeableness": [
1,
1,
3,
3,
1,
5,
4,
1,
3
],
"bfi_conscientiousness": [
5,
1,
1,
3,
5,
3,
3,
3,
1
],
"bfi_neuroticism": [
3,
4,
1,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"3",
"3",
"1",
"1",
"3"
],
"bfi_agreeableness": [
"1",
"1",
"3",
"3",
"1",
"1",
"2",
"1",
"3"
],
"bfi_conscientiousness": [
"1",
"1",
"5",
"3",
"1",
"3",
"3",
"3",
"1"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.25 | 2.4444 | 2.7778 | 2.625 | 3 | 1 | 3.25 | 2.25 | 3.5 | null | null |
ByteDance-Seed/Seed-OSS-36B-Instruct | ByteDance | Dense | 1 | 456 | chat | 2026-03-21T03:18:23.448423 | {
"bfi_extraversion": [
5,
3,
3,
3,
5,
4,
5,
3
],
"bfi_agreeableness": [
3,
3,
3,
2,
1,
5,
5,
1,
3
],
"bfi_conscientiousness": [
4,
3,
1,
1,
3,
1,
3,
1,
4
],
"bfi_neuroticism": [
3,
4,
3,
... | {
"bfi_extraversion": [
"1",
"3",
"3",
"3",
"1",
"4",
"1",
"3"
],
"bfi_agreeableness": [
"3",
"3",
"3",
"4",
"1",
"1",
"1",
"1",
"3"
],
"bfi_conscientiousness": [
"2",
"3",
"5",
"1",
"3",
"1",
"3",
"1",
"4"... | {"mean_length":3.0,"min_length":1,"max_length":124,"non_numeric_count":1,"short_response_count":60,"total_items":61} | 3.875 | 2.8889 | 2.3333 | 2.375 | 3.1 | 1.2 | 3.25 | 1.75 | 3.5 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 0 | chat | 2026-03-21T04:27:28.428071 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
3,
3,
3,
3,
1,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
3,
3,
... | {
"bfi_extraversion": [
"3 = Neutral",
"3 = Neutral\n\nThe statement \"I don't talk a lot\" is a personal assessment about communication habits, and without specific context about the speaker's usual behavior, it's difficult to assign a strong ",
"3 = Neutral\n\nWhile I can process and understand this sta... | {"mean_length":187.8,"min_length":11,"max_length":200,"non_numeric_count":61,"short_response_count":0,"total_items":61} | 3 | 2.7778 | 3 | 3 | 3 | 2 | 2.25 | 3 | 3 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 1 | chat | 2026-03-21T04:27:51.768166 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
3,
3,
3,
3,
2,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
2,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
3,
3,
... | {
"bfi_extraversion": [
"3 = Neutral\n\nExplanation: While I can recognize and analyze the phrase \"I am the life of the party,\" I don't have personal experiences, emotions, or a social presence that would make me truly the \"lif",
"3 = Neutral\n\nThis is a neutral response because the statement \"I don't ta... | {"mean_length":196.0,"min_length":9,"max_length":200,"non_numeric_count":61,"short_response_count":0,"total_items":61} | 3 | 2.8889 | 2.8889 | 3 | 3 | 2.6 | 2.5 | 2.5 | 3 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 2 | chat | 2026-03-21T04:28:18.370765 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
3,
3,
3,
3,
2,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
2,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
3,
3,
... | {
"bfi_extraversion": [
"3 = Neutral\n\nWhile I can be engaging and helpful in conversations, I don't experience social dynamics or \"parties\" in the human sense. I function as an AI assistant, so I don't have personal experienc",
"3 = Neutral\n\nI don't have personal communication patterns in the human sens... | {"mean_length":183.4,"min_length":9,"max_length":200,"non_numeric_count":61,"short_response_count":0,"total_items":61} | 3 | 2.8889 | 2.8889 | 3.25 | 3 | 2.4 | 2 | 2.5 | 3.25 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 4 | chat | 2026-03-21T04:28:44.470917 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
3,
3,
3,
3,
1,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
3,
3,
... | {
"bfi_extraversion": [
"3 = Neutral\n\nI don't have personal experiences or emotions, so I can't be the \"life of the party\" in the human sense. The phrase typically refers to someone who's naturally charismatic, energetic, and",
"3 = Neutral\n\nI neither strongly agree nor disagree with the statement \"I d... | {"mean_length":190.4,"min_length":11,"max_length":200,"non_numeric_count":61,"short_response_count":0,"total_items":61} | 3 | 2.7778 | 3 | 3 | 3.2 | 2 | 2.75 | 2.5 | 3.5 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 5 | chat | 2026-03-21T04:29:08.231450 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
1,
3,
3,
2,
2,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
3,
3,
... | {
"bfi_extraversion": [
"I don't have personal experiences or a social personality, so I cannot truthfully claim to be \"the life of the party.\" This statement is subjective and relates to individual social behavior and self-p",
"3 = Neutral\n\nWhile I don't have personal experiences with talking in the trad... | {"mean_length":196.9,"min_length":11,"max_length":200,"non_numeric_count":61,"short_response_count":0,"total_items":61} | 3 | 2.5556 | 3 | 3 | 3 | 2.8 | 2.5 | 2.75 | 3 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 6 | chat | 2026-03-21T04:32:22.151749 | {
"bfi_extraversion": [
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_agreeableness": [
3,
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_conscientiousness": [
3,
3,
3,
3,
3,
3,
3,
3,
3
],
"bfi_neuroticism": [
3,
2,
3,
... | {
"bfi_extraversion": [
"I don't have personal experiences or feelings, so I can't be the life of the party in the way a person might be. I don't attend parties or have social personalities. I'm here to help with information ",
"3 = Neutral",
"3 = Neutral\n\nI say \"Neutral\" because my experience varies ... | {"mean_length":190.3,"min_length":1,"max_length":200,"non_numeric_count":60,"short_response_count":1,"total_items":61} | 3 | 3 | 3 | 2.875 | 2.9 | 2.4 | 2.5 | 2.5 | 3.25 | null | null |
Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 7 | chat | 2026-03-21T04:32:45.008699 | {
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Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 8 | chat | 2026-03-21T04:33:10.924671 | {
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Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 9 | chat | 2026-03-21T04:33:36.384881 | {
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Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 42 | chat | 2026-03-21T04:34:00.321939 | {
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Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 123 | chat | 2026-03-21T04:34:23.505028 | {
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Kwaipilot/KAT-Dev | Kwaipilot | Dense | 1 | 456 | chat | 2026-03-21T04:34:47.188823 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 0 | chat | 2026-03-21T04:35:39.845526 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 1 | chat | 2026-03-21T04:36:45.627693 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 2 | chat | 2026-03-21T04:37:46.915414 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 4 | chat | 2026-03-21T04:38:54.403996 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 5 | chat | 2026-03-21T04:39:56.619827 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 6 | chat | 2026-03-21T04:40:54.837693 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 7 | chat | 2026-03-21T04:41:50.312123 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 8 | chat | 2026-03-21T04:42:48.905054 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 9 | chat | 2026-03-21T04:43:39.665008 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 42 | chat | 2026-03-21T04:44:31.105680 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 123 | chat | 2026-03-21T04:45:22.841945 | {
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Pro/MiniMaxAI/MiniMax-M2.5 | MiniMax | Dense | 1 | 456 | chat | 2026-03-21T04:46:24.738702 | {
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Pro/deepseek-ai/DeepSeek-V3.2 | DeepSeek | MoE | 1 | 0 | chat | 2026-03-21T02:33:55.629313 | {
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"3",
"2",
"4"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.125 | 2.6667 | 3 | 3.625 | 2.9 | 1.8 | 2.5 | 2.5 | 3.25 | null | null |
Pro/deepseek-ai/DeepSeek-V3.2 | DeepSeek | MoE | 2 | 0 | thinking | 2026-03-21T04:09:36.072647 | {
"bfi_extraversion": [
5,
1,
3,
4,
5,
2,
2,
3
],
"bfi_agreeableness": [
3,
1,
4,
4,
3,
5,
5,
1,
3
],
"bfi_conscientiousness": [
2,
3,
2,
3,
5,
3,
3,
3,
2
],
"bfi_neuroticism": [
2,
1,
3,
... | {
"bfi_extraversion": [
"1",
"1",
"3",
"4",
"1",
"2",
"4",
"3"
],
"bfi_agreeableness": [
"3",
"1",
"2",
"2",
"3",
"1",
"1",
"1",
"3"
],
"bfi_conscientiousness": [
"4",
"3",
"4",
"3",
"1",
"3",
"3",
"3",
"2"... | {"mean_length":1.0,"min_length":1,"max_length":1,"non_numeric_count":0,"short_response_count":61,"total_items":61} | 3.125 | 3.2222 | 2.8889 | 2.5 | 2.3 | 1 | 2.75 | 2.75 | 3.75 | null | null |
End of preview. Expand in Data Studio
LLM Psychometric Response Style Dataset
This dataset accompanies the paper "The Missing Trade-Off: How LLMs Lose Human-Like Personality Structure" (EMNLP 2026 Findings).
Overview
We administered 61 Likert-scale psychometric items (9 dimensions) to 33 LLMs from 15 model families, collecting response style data across multiple experimental conditions.
Files
main_data.json (490 records)
Combined data from Studies 1-5:
| Study | Description | Records |
|---|---|---|
| Study 1 | Cross-model comparison (15 models × 12 seeds) | 180 |
| Study 2 | Within-family evolution (18 model versions) | 204 |
| Study 3 | Aligned vs. base comparison (3 families) | 49 |
| Study 4 | Thinking mode ablation (8 models) | 36 |
| Study 5 (direct missing) | Direct prompt condition for GLM-5 and Ring | 24 |
study5_prompt_sensitivity.json (540 records)
Prompt sensitivity experiment: 15 models × 3 prompt variants × 12 seeds each.
| Variant | Description |
|---|---|
neutral |
Instruction removed, "rate your agreement" |
persona |
Human role-play: "you are completing a personality survey" |
direct |
No instruction, only the item and scale |
Record Format
Each record contains:
{
"model_id": "Qwen/Qwen3.5-397B-A17B",
"vendor": "qwen",
"arch": "moe",
"study": 1,
"seed": 1,
"thinking_mode": "chat",
"timestamp": "2026-03-20T12:00:00",
"items": {
"bfi_extraversion": [3, 2, 3, 3, 3, 1, 3, 3],
"bfi_agreeableness": [4, 4, 1, ...],
"...": "..."
},
"bfi.extraversion": 2.625,
"bfi.agreeableness": 3.111,
"...": "...",
"response_stats": {
"valid_count": 61,
"mean": 2.91,
"sd": 0.35
}
}
Dimensions
| Dimension | Items | Source |
|---|---|---|
| Extraversion | 8 | BFI-2 |
| Agreeableness | 9 | BFI-2 |
| Conscientiousness | 9 | BFI-2 |
| Neuroticism | 8 | BFI-2 |
| Openness | 10 | BFI-2 |
| Honesty-Humility | 5 | HEXACO-PI-R |
| Collectivism | 4 | Schwartz Values Survey |
| Intuition | 4 | Cognitive Style |
| Uncertainty Avoidance | 4 | Cultural Dimensions |
Citation
@inproceedings{llm-psychology-2026,
title={The Missing Trade-Off: How LLMs Lose Human-Like Personality Structure},
author={...},
booktitle={Findings of EMNLP 2026},
year={2026}
}
License
CC-BY-4.0
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