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bert-base-cased-trec-coarse

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3

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator

#2
by autoevaluator HF staff - opened
base: refs/heads/main
←
from: refs/pr/2
Discussion Files changed
+34
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Files changed (1) hide show
  1. README.md +34 -25
README.md CHANGED
@@ -1,13 +1,11 @@
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  ---
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  language:
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  - en
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- thumbnail: null
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  tags:
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  - text-classification
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- license: mit
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  datasets:
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  - trec
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- metrics: null
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  model-index:
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  - name: aychang/bert-base-cased-trec-coarse
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  results:
@@ -20,50 +18,61 @@ model-index:
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  config: default
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  split: test
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  metrics:
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- - name: Accuracy
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- type: accuracy
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  value: 0.974
 
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  verified: true
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- - name: Precision Macro
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- type: precision
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  value: 0.9793164100816639
 
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  verified: true
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- - name: Precision Micro
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- type: precision
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  value: 0.974
 
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  verified: true
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- - name: Precision Weighted
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- type: precision
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  value: 0.9746805065928548
 
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  verified: true
39
- - name: Recall Macro
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- type: recall
41
  value: 0.9783617516169679
 
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  verified: true
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- - name: Recall Micro
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- type: recall
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  value: 0.974
 
46
  verified: true
47
- - name: Recall Weighted
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- type: recall
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  value: 0.974
 
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  verified: true
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- - name: F1 Macro
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- type: f1
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  value: 0.9783635353409951
 
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  verified: true
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- - name: F1 Micro
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- type: f1
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  value: 0.974
 
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  verified: true
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- - name: F1 Weighted
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- type: f1
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  value: 0.97377371266232
 
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  verified: true
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- - name: loss
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- type: loss
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  value: 0.13812002539634705
 
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  verified: true
 
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  ---
68
 
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  # bert-base-cased trained on TREC 6-class task
 
1
  ---
2
  language:
3
  - en
4
+ license: mit
5
  tags:
6
  - text-classification
 
7
  datasets:
8
  - trec
 
9
  model-index:
10
  - name: aychang/bert-base-cased-trec-coarse
11
  results:
 
18
  config: default
19
  split: test
20
  metrics:
21
+ - type: accuracy
 
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  value: 0.974
23
+ name: Accuracy
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  verified: true
25
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTUwZTU1ZGU5YTRiMzNhNmQyMjNlY2M5YjAwN2RlMmYxODI2MjFkY2Q3NWFjZDg3Zjg5ZDk1Y2I1MTUxYjFhMCIsInZlcnNpb24iOjF9.GJkxJOFhsO4UaoHpHH1136Qj_fu9UQ9o3DThtT46hvMduswkgobl9iz6ICYQ7IdYKFbh3zRTlsZzjnAlzGqdBA
26
+ - type: precision
27
  value: 0.9793164100816639
28
+ name: Precision Macro
29
  verified: true
30
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTMxMjI3NWZhOGZkODJmYzkxYzdhZWIwMTBkZTg4YWZiNjcwNTVmM2RjYmQ3ZmNhZjM2MWQzYTUzNzFlMjQzOCIsInZlcnNpb24iOjF9.n45s1_gW040u5f2y-zfVx_5XU-J97dcuWlmaIZsJsCetcHtrjsbHut2gAcPxErl8UPTXSq1XDg5WWug4FPM8CQ
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+ - type: precision
32
  value: 0.974
33
+ name: Precision Micro
34
  verified: true
35
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTY5ZTZiNmYzZDQzYWZiZDdlNDllZWQ4NTVjZWZlYWJkZDgyNGNhZjAzOTZjZDc0NDUwMTE3ODVlMjFjNTIxZCIsInZlcnNpb24iOjF9.4lR7MgvxxTblEV4LZGbko-ylIeFjcjNM5P21iYH6vkNkjItIfiXmKbL55_Zeab4oGJ5ytWz0rIdlpNnmmV29Cw
36
+ - type: precision
37
  value: 0.9746805065928548
38
+ name: Precision Weighted
39
  verified: true
40
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDEzYmZmZDIyNDFmNzJmODQ2ODdhYTUyYzQyZjEzZTdhMjg3MTllOGFkNGRlMDFhYzI4ZGE5OTExNjk1ZTI5OSIsInZlcnNpb24iOjF9.Ti5gL3Tk9hCpriIUhB8ltdKRibSilvRZOxAlLCgAkrhg0dXGE5f4n8almCAjbRJEaPW6H6581PhuUfjgMqceBw
41
+ - type: recall
42
  value: 0.9783617516169679
43
+ name: Recall Macro
44
  verified: true
45
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWUwMGUwYmY3MWQwOTcwYjI2Yjc3Yzc1YWQ1YjU2ODY3MzAyMDdkNmM3MmFhZmMxZWFhMTUxNzZlNzViMDA0ZiIsInZlcnNpb24iOjF9.IWhPl9xS5pqEaFHKsBZj6JRtJRpQZQqJhQYW6zmtPi2F3speRsKc0iksfHkmPjm678v-wKUJ4zyGfRs-63HmBg
46
+ - type: recall
47
  value: 0.974
48
+ name: Recall Micro
49
  verified: true
50
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjlhMDY0MmI2NzBiMWY5NTcwYjZlYzE5ODg0ODk1ZTBjZDI4YmZiY2RmZWVlZGUxYzk2MDQ4NjRkMTQ4ZTEzZiIsInZlcnNpb24iOjF9.g5p5b0BqyZxb7Hk9DayRndhs5F0r44h8TXMJDaP6IoFdYzlBfEcZv7UkCu6s6laz9-F-hhZHUZii2ljtYasVAA
51
+ - type: recall
52
  value: 0.974
53
+ name: Recall Weighted
54
  verified: true
55
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjJjNTE2ZWFjMGYyZGUzOWI3MDRhM2I2MTRjZGNkOWZkZDJhNzQ4OTYwOTQ2NDY5OGNjZTZhOWU2MzlhNTY5YyIsInZlcnNpb24iOjF9.JnRFkZ-v-yRhCf6di7ONcy_8Tv0rNXQir1TVw-cU9fNY1c4vKRmGaKmLGeR7TxpmKzEQtikb6mFwRwhIAhl8AA
56
+ - type: f1
57
  value: 0.9783635353409951
58
+ name: F1 Macro
59
  verified: true
60
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjM2NDY3MmUyMmEyZjg5MWZhNjllOGRlNWVkYzgyYmM5ZDBmMDdhYmY5NDAxZmYwMjA0YTkzNTI2MjU0NTRlZiIsInZlcnNpb24iOjF9.HlbHjJa-bpYPjujWODpvfLVMtCnNQMDBCYpLGokfBoXibZGKfIzXcgNdXLdJ-DkmMUriX3wVZtGcRvA2ErUeDw
61
+ - type: f1
62
  value: 0.974
63
+ name: F1 Micro
64
  verified: true
65
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjMxNDE4MTBmYzU2MTllMjlhNTcwYWJhMzRkNTE2ZGFiNmQ0ZTEyOWJhMmU2ZDliYTIzNDExYTM5MTAxYjcxNSIsInZlcnNpb24iOjF9.B7G9Gs74MosZPQ16QH2k-zrmlE8KCtIFu3BcrgObYiuqOz1aFURS3IPoOynVFLp1jnJtgQAmQRY_GDumSS-oDg
66
+ - type: f1
67
  value: 0.97377371266232
68
+ name: F1 Weighted
69
  verified: true
70
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmEyNjRlYmE5M2U1OWY0OGY2YjQyN2E0NmQxNjY0NTY3N2JiZmMwOWQ1ZTMzZDcwNTdjNWYwNTRiNTljNjMxMiIsInZlcnNpb24iOjF9.VryHh8G_ZvoiSm1SZRMw4kheGWuI3rQ6GUVqm2uf-kkaSU20rYMW20-VKCtwayLcrIHJ92to6YvvW7yI0Le5DA
71
+ - type: loss
72
  value: 0.13812002539634705
73
+ name: loss
74
  verified: true
75
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjk4MDQ5NGRiNTExYmE3NGU1ZmQ1YjUzMTQ4NzUwNWViYzFiODEzMjc2MDA2MzYyOGNjNjYxYzliNDM4Y2U0ZSIsInZlcnNpb24iOjF9.u68ogPOH6-_pb6ZVulzMVfHIfFlLwBeDp8H4iqgfBadjwj2h-aO0jzc4umWFWtzWespsZvnlDjklbhhgrd1vCQ
76
  ---
77
 
78
  # bert-base-cased trained on TREC 6-class task