simonlesaumon commited on
Commit
f7a4fe0
·
verified ·
1 Parent(s): 32cc612

Upload baseline_detector_results.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. baseline_detector_results.json +79 -79
baseline_detector_results.json CHANGED
@@ -1,148 +1,148 @@
1
  {
2
  "samples": [
3
  {
4
- "text_length": 174,
5
- "gpt2_perplexity": 17.0,
6
- "gpt2_burstiness": 1.1111,
7
  "fast_detectgpt": 0.0002,
8
- "gptneo_perplexity": 24.2,
9
- "char_distribution": 0.7703,
10
- "stylometric": 0.2917,
11
  "stylo_details": {
12
- "sentence_count": 10,
13
- "sentence_length_mean": 17.4,
14
- "sentence_length_std": 7.1,
15
- "total_words": 179,
16
- "unique_words": 123,
17
- "lexical_diversity": 0.687,
18
- "hapax_ratio": 0.559,
19
- "avg_word_length": 5.1,
20
- "word_length_std": 2.9,
21
- "transition_rate": 0.6,
22
  "passive_rate": 0.0,
23
  "formulaic_rate": 0.0,
24
- "punct_ratio": 0.0258
25
  },
26
- "ensemble_score": 0.508,
27
  "ensemble_class": "AI",
28
  "prompt": "Write a 200-word blog post about the benefits of remote work.",
29
- "text_preview": "The landscape of professional life has shifted, and the rise of remote work has proven that productivity isn't tied to a physical desk. Beyond the convenience of working in pajamas, remote work offers"
30
  },
31
  {
32
- "text_length": 140,
33
- "gpt2_perplexity": 17.4,
34
- "gpt2_burstiness": 0.6642,
35
  "fast_detectgpt": 0.0002,
36
- "gptneo_perplexity": 28.8,
37
- "char_distribution": 0.5653,
38
  "stylometric": 0.2667,
39
  "stylo_details": {
40
  "sentence_count": 8,
41
- "sentence_length_mean": 17.6,
42
- "sentence_length_std": 6.7,
43
  "total_words": 146,
44
  "unique_words": 104,
45
  "lexical_diversity": 0.712,
46
- "hapax_ratio": 0.527,
47
  "avg_word_length": 4.8,
48
- "word_length_std": 3.0,
49
  "transition_rate": 0.0,
50
  "passive_rate": 0.0,
51
  "formulaic_rate": 0.0,
52
- "punct_ratio": 0.0286
53
  },
54
  "ensemble_score": 0.4048,
55
  "ensemble_class": "Uncertain",
56
  "prompt": "Explain quantum computing in simple terms, around 150 words.",
57
- "text_preview": "Traditional computers use \"bits,\" which are like light switches that are either off (0) or on (1). Everything you do on your phone or laptop is built from billions of these switches.\n\nQuantum computer"
58
  },
59
  {
60
- "text_length": 100,
61
- "gpt2_perplexity": 8.7,
62
- "gpt2_burstiness": 0.733,
63
- "fast_detectgpt": 0.0015,
64
- "gptneo_perplexity": 12.9,
65
- "char_distribution": 0.6479,
66
- "stylometric": 0.2917,
67
  "stylo_details": {
68
  "sentence_count": 6,
69
- "sentence_length_mean": 16.7,
70
- "sentence_length_std": 6.9,
71
- "total_words": 99,
72
  "unique_words": 68,
73
- "lexical_diversity": 0.687,
74
- "hapax_ratio": 0.535,
75
- "avg_word_length": 4.7,
76
- "word_length_std": 2.4,
77
  "transition_rate": 0.0,
78
  "passive_rate": 0.0,
79
  "formulaic_rate": 0.0,
80
- "punct_ratio": 0.0419
81
  },
82
- "ensemble_score": 0.5453,
83
  "ensemble_class": "AI",
84
  "prompt": "Write a professional email declining a job offer, about 100 words.",
85
- "text_preview": "Subject: Job Offer: [Job Title] - [Your Name]\n\nDear [Hiring Manager Name],\n\nThank you very much for offering me the position of [Job Title]. I truly appreciate the time you and the team spent sharing "
86
  },
87
  {
88
- "text_length": 175,
89
- "gpt2_perplexity": 16.8,
90
- "gpt2_burstiness": 0.4373,
91
  "fast_detectgpt": 0.0002,
92
- "gptneo_perplexity": 28.0,
93
- "char_distribution": 0.7625,
94
  "stylometric": 0.25,
95
  "stylo_details": {
96
  "sentence_count": 10,
97
- "sentence_length_mean": 17.5,
98
  "sentence_length_std": 7.2,
99
- "total_words": 178,
100
- "unique_words": 130,
101
- "lexical_diversity": 0.73,
102
- "hapax_ratio": 0.646,
103
- "avg_word_length": 5.8,
104
- "word_length_std": 3.0,
105
  "transition_rate": 0.0,
106
  "passive_rate": 0.0,
107
  "formulaic_rate": 0.0,
108
- "punct_ratio": 0.0256
109
  },
110
  "ensemble_score": 0.4678,
111
  "ensemble_class": "Uncertain",
112
  "prompt": "Describe the causes of the French Revolution in 200 words.",
113
- "text_preview": "The French Revolution was not triggered by a single event but by a volatile combination of social, economic, and intellectual factors.\n\nSocially, France was divided into the rigid **Ancien Régime**, c"
114
  },
115
  {
116
- "text_length": 147,
117
- "gpt2_perplexity": 14.6,
118
- "gpt2_burstiness": 0.9398,
119
- "fast_detectgpt": 0.0003,
120
- "gptneo_perplexity": 31.4,
121
- "char_distribution": 0.7209,
122
- "stylometric": 0.25,
123
  "stylo_details": {
124
  "sentence_count": 8,
125
- "sentence_length_mean": 18.4,
126
- "sentence_length_std": 7.3,
127
- "total_words": 150,
128
- "unique_words": 119,
129
- "lexical_diversity": 0.793,
130
- "hapax_ratio": 0.707,
131
- "avg_word_length": 5.0,
132
  "word_length_std": 2.7,
133
  "transition_rate": 0.0,
134
  "passive_rate": 0.0,
135
  "formulaic_rate": 0.0,
136
- "punct_ratio": 0.0239
137
  },
138
- "ensemble_score": 0.4678,
139
  "ensemble_class": "Uncertain",
140
  "prompt": "Write a product review for noise-cancelling headphones, 150 words.",
141
- "text_preview": "After using the Zenith X500 noise-cancelling headphones for two weeks, I can confidently say they have transformed my daily commute. The standout feature is undoubtedly the active noise Cancelling (AN"
142
  }
143
  ],
144
  "summary": {
145
- "mean_ensemble": 0.4787,
146
  "ai_detected": 2,
147
  "total": 5
148
  }
 
1
  {
2
  "samples": [
3
  {
4
+ "text_length": 190,
5
+ "gpt2_perplexity": 16.2,
6
+ "gpt2_burstiness": 0.3719,
7
  "fast_detectgpt": 0.0002,
8
+ "gptneo_perplexity": 20.7,
9
+ "char_distribution": 0.7589,
10
+ "stylometric": 0.325,
11
  "stylo_details": {
12
+ "sentence_count": 11,
13
+ "sentence_length_mean": 17.3,
14
+ "sentence_length_std": 4.4,
15
+ "total_words": 194,
16
+ "unique_words": 135,
17
+ "lexical_diversity": 0.696,
18
+ "hapax_ratio": 0.572,
19
+ "avg_word_length": 5.4,
20
+ "word_length_std": 3.0,
21
+ "transition_rate": 0.5,
22
  "passive_rate": 0.0,
23
  "formulaic_rate": 0.0,
24
+ "punct_ratio": 0.0244
25
  },
26
+ "ensemble_score": 0.5186,
27
  "ensemble_class": "AI",
28
  "prompt": "Write a 200-word blog post about the benefits of remote work.",
29
+ "text_preview": "The professional landscape has undergone a radical shift, and remote work has emerged as a clear winner for modern businesses. Beyond the convenience of working in pajamas, the benefits of a virtual o"
30
  },
31
  {
32
+ "text_length": 137,
33
+ "gpt2_perplexity": 17.3,
34
+ "gpt2_burstiness": 0.5214,
35
  "fast_detectgpt": 0.0002,
36
+ "gptneo_perplexity": 28.1,
37
+ "char_distribution": 0.6304,
38
  "stylometric": 0.2667,
39
  "stylo_details": {
40
  "sentence_count": 8,
41
+ "sentence_length_mean": 17.2,
42
+ "sentence_length_std": 6.8,
43
  "total_words": 146,
44
  "unique_words": 104,
45
  "lexical_diversity": 0.712,
46
+ "hapax_ratio": 0.534,
47
  "avg_word_length": 4.8,
48
+ "word_length_std": 2.9,
49
  "transition_rate": 0.0,
50
  "passive_rate": 0.0,
51
  "formulaic_rate": 0.0,
52
+ "punct_ratio": 0.0299
53
  },
54
  "ensemble_score": 0.4048,
55
  "ensemble_class": "Uncertain",
56
  "prompt": "Explain quantum computing in simple terms, around 150 words.",
57
+ "text_preview": "Traditional computers use \"bits,\" which are like light switches that are either off (0) or on (1). Everything you do on your phone—from texting to watching videos—is built from billions of these binar"
58
  },
59
  {
60
+ "text_length": 98,
61
+ "gpt2_perplexity": 8.0,
62
+ "gpt2_burstiness": 0.5676,
63
+ "fast_detectgpt": 0.0019,
64
+ "gptneo_perplexity": 13.4,
65
+ "char_distribution": 0.5831,
66
+ "stylometric": 0.2667,
67
  "stylo_details": {
68
  "sentence_count": 6,
69
+ "sentence_length_mean": 16.3,
70
+ "sentence_length_std": 7.3,
71
+ "total_words": 97,
72
  "unique_words": 68,
73
+ "lexical_diversity": 0.701,
74
+ "hapax_ratio": 0.546,
75
+ "avg_word_length": 5.0,
76
+ "word_length_std": 2.6,
77
  "transition_rate": 0.0,
78
  "passive_rate": 0.0,
79
  "formulaic_rate": 0.0,
80
+ "punct_ratio": 0.0456
81
  },
82
+ "ensemble_score": 0.5375,
83
  "ensemble_class": "AI",
84
  "prompt": "Write a professional email declining a job offer, about 100 words.",
85
+ "text_preview": "Subject: Job Offer - [Position Name] - [Your Name]\n\nDear [Hiring Manager's Name],\n\nThank you very much for offering me the position of [Job Title]. I truly enjoyed meeting the team and learning more a"
86
  },
87
  {
88
+ "text_length": 180,
89
+ "gpt2_perplexity": 16.7,
90
+ "gpt2_burstiness": 0.8452,
91
  "fast_detectgpt": 0.0002,
92
+ "gptneo_perplexity": 27.5,
93
+ "char_distribution": 0.8068,
94
  "stylometric": 0.25,
95
  "stylo_details": {
96
  "sentence_count": 10,
97
+ "sentence_length_mean": 18.0,
98
  "sentence_length_std": 7.2,
99
+ "total_words": 183,
100
+ "unique_words": 132,
101
+ "lexical_diversity": 0.721,
102
+ "hapax_ratio": 0.639,
103
+ "avg_word_length": 5.6,
104
+ "word_length_std": 2.9,
105
  "transition_rate": 0.0,
106
  "passive_rate": 0.0,
107
  "formulaic_rate": 0.0,
108
+ "punct_ratio": 0.0249
109
  },
110
  "ensemble_score": 0.4678,
111
  "ensemble_class": "Uncertain",
112
  "prompt": "Describe the causes of the French Revolution in 200 words.",
113
+ "text_preview": "The French Revolution was not triggered by a single event but by a convergence of social, economic, and political crises.\n\nSocially, France was divided into the rigid **Old Regime** system of three Es"
114
  },
115
  {
116
+ "text_length": 148,
117
+ "gpt2_perplexity": 18.5,
118
+ "gpt2_burstiness": 1.0274,
119
+ "fast_detectgpt": 0.0002,
120
+ "gptneo_perplexity": 39.3,
121
+ "char_distribution": 0.7491,
122
+ "stylometric": 0.2167,
123
  "stylo_details": {
124
  "sentence_count": 8,
125
+ "sentence_length_mean": 18.5,
126
+ "sentence_length_std": 9.9,
127
+ "total_words": 153,
128
+ "unique_words": 114,
129
+ "lexical_diversity": 0.745,
130
+ "hapax_ratio": 0.627,
131
+ "avg_word_length": 5.1,
132
  "word_length_std": 2.7,
133
  "transition_rate": 0.0,
134
  "passive_rate": 0.0,
135
  "formulaic_rate": 0.0,
136
+ "punct_ratio": 0.0249
137
  },
138
+ "ensemble_score": 0.4105,
139
  "ensemble_class": "Uncertain",
140
  "prompt": "Write a product review for noise-cancelling headphones, 150 words.",
141
+ "text_preview": "**Review: Zenith Pro Noise-Cancelling Headphones**\n\nAfter two weeks of daily use with the Zenith Pro headphones, I can confidently say they are absolute-game-changers for commuters. The standout featu"
142
  }
143
  ],
144
  "summary": {
145
+ "mean_ensemble": 0.4678,
146
  "ai_detected": 2,
147
  "total": 5
148
  }