Ayush6 Roman Solomatin commited on
Commit
82440b1
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1 Parent(s): 6bc0efe

Tests to avoid duplicate results (#383)

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* Tests to avoid duplicate results

* fix tests

* address comments and ruff format

* address comments

* add fallback for reference revision

* raise if not found

* add comment

* update script and remove duplicate results

* skipping deleted files in test

* exclude unimplemented models to pass tests

* remove exclude models

* remove duplicate results for bflhc/Octen-Embedding-8B

* remove duplicate results after merging main

---------

Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>

Files changed (46) hide show
  1. results/FacebookAI__xlm-roberta-base/no_revision_available/AngryTweetsClassification.json +0 -13
  2. results/FacebookAI__xlm-roberta-base/no_revision_available/BornholmBitextMining.json +0 -13
  3. results/FacebookAI__xlm-roberta-base/no_revision_available/DKHateClassification.json +0 -15
  4. results/FacebookAI__xlm-roberta-base/no_revision_available/DalajClassification.json +0 -15
  5. results/FacebookAI__xlm-roberta-base/no_revision_available/DanishPoliticalCommentsClassification.json +0 -13
  6. results/FacebookAI__xlm-roberta-base/no_revision_available/LccSentimentClassification.json +0 -13
  7. results/FacebookAI__xlm-roberta-base/no_revision_available/MassiveIntentClassification.json +0 -60
  8. results/FacebookAI__xlm-roberta-base/no_revision_available/MassiveScenarioClassification.json +0 -60
  9. results/FacebookAI__xlm-roberta-base/no_revision_available/NoRecClassification.json +0 -13
  10. results/FacebookAI__xlm-roberta-base/no_revision_available/NordicLangClassification.json +0 -13
  11. results/FacebookAI__xlm-roberta-base/no_revision_available/SweRecClassification.json +0 -13
  12. results/FacebookAI__xlm-roberta-large/no_revision_available/MassiveIntentClassification.json +0 -15
  13. results/FacebookAI__xlm-roberta-large/no_revision_available/MassiveScenarioClassification.json +0 -15
  14. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/AILACasedocs.json +0 -166
  15. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/AILAStatutes.json +0 -166
  16. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/AppsRetrieval.json +0 -167
  17. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/CUREv1.json +0 -0
  18. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/ChatDoctorRetrieval.json +0 -166
  19. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/Code1Retrieval.json +0 -166
  20. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/DS1000Retrieval.json +0 -167
  21. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/EnglishFinance1Retrieval.json +0 -166
  22. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/EnglishFinance2Retrieval.json +0 -166
  23. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/EnglishFinance3Retrieval.json +0 -166
  24. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/EnglishFinance4Retrieval.json +0 -166
  25. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/EnglishHealthcare1Retrieval.json +0 -166
  26. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/FinQARetrieval.json +0 -166
  27. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/FinanceBenchRetrieval.json +0 -166
  28. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/French1Retrieval.json +0 -166
  29. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/FrenchLegal1Retrieval.json +0 -166
  30. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/FreshStackRetrieval.json +0 -169
  31. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/German1Retrieval.json +0 -166
  32. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/GermanHealthcare1Retrieval.json +0 -166
  33. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/GermanLegal1Retrieval.json +0 -166
  34. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/HC3FinanceRetrieval.json +0 -166
  35. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/HumanEvalRetrieval.json +0 -167
  36. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/JapaneseCode1Retrieval.json +0 -166
  37. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/JapaneseLegal1Retrieval.json +0 -166
  38. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/LegalQuAD.json +0 -166
  39. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/LegalSummarization.json +0 -166
  40. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/MBPPRetrieval.json +0 -167
  41. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/MIRACLRetrievalHardNegatives.json +0 -0
  42. results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/WikiSQLRetrieval.json +0 -167
  43. results/openai__text-embedding-ada-002/no_revision_available/MassiveIntentClassification.json +0 -39
  44. tests/test_duplicate_results.py +153 -0
  45. tests/test_model_implementation.py +82 -0
  46. tests/test_no_splits_are_removed.py +1 -1
results/FacebookAI__xlm-roberta-base/no_revision_available/AngryTweetsClassification.json DELETED
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results/FacebookAI__xlm-roberta-base/no_revision_available/BornholmBitextMining.json DELETED
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results/FacebookAI__xlm-roberta-base/no_revision_available/DalajClassification.json DELETED
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results/FacebookAI__xlm-roberta-base/no_revision_available/DanishPoliticalCommentsClassification.json DELETED
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results/FacebookAI__xlm-roberta-base/no_revision_available/NordicLangClassification.json DELETED
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- "nauc_mrr_at_1000_std": -0.253228,
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- "nauc_mrr_at_1000_diff1": 0.857506,
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- "cv_recall_at_1": 0.83676,
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- "cv_recall_at_1000": 1.0,
156
- "main_score": 0.92427,
157
- "hf_subset": "default",
158
- "languages": [
159
- "eng-Latn",
160
- "python-Code"
161
- ]
162
- }
163
- ]
164
- },
165
- "evaluation_time": 23.655759572982788,
166
- "kg_co2_emissions": null
167
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/MIRACLRetrievalHardNegatives.json DELETED
The diff for this file is too large to render. See raw diff
 
results/bflhc__Octen-Embedding-8B/2030603c2926ab005fafd824fac5911e271be21f/WikiSQLRetrieval.json DELETED
@@ -1,167 +0,0 @@
1
- {
2
- "dataset_revision": "4e099ab42dffd49d72c1472f451371e53343e3d7",
3
- "task_name": "WikiSQLRetrieval",
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- "mteb_version": "2.1.14",
5
- "scores": {
6
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- {
8
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- "cv_recall_at_5": 0.99951,
152
- "cv_recall_at_10": 1.0,
153
- "cv_recall_at_20": 1.0,
154
- "cv_recall_at_100": 1.0,
155
- "cv_recall_at_1000": 1.0,
156
- "main_score": 0.98854,
157
- "hf_subset": "default",
158
- "languages": [
159
- "eng-Latn",
160
- "sql-Code"
161
- ]
162
- }
163
- ]
164
- },
165
- "evaluation_time": 75.16532707214355,
166
- "kg_co2_emissions": null
167
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
results/openai__text-embedding-ada-002/no_revision_available/MassiveIntentClassification.json DELETED
@@ -1,39 +0,0 @@
1
- {
2
- "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
3
- "mteb_dataset_name": "MassiveIntentClassification",
4
- "mteb_version": "1.0.2",
5
- "test": {
6
- "evaluation_time": 395.34,
7
- "zh-CN": {
8
- "accuracy": 0.6480833893745797,
9
- "accuracy_stderr": 0.01745393259265429,
10
- "f1": 0.6176184144640795,
11
- "f1_stderr": 0.016094404298563837,
12
- "main_score": 0.6480833893745797
13
- },
14
- "en": {
15
- "accuracy": 0.701546738399462,
16
- "accuracy_stderr": 0.017699014528516823,
17
- "f1": 0.6759342809572279,
18
- "f1_stderr": 0.01495992009622014,
19
- "main_score": 0.701546738399462
20
- },
21
- "fr": {
22
- "accuracy": 0.654203093476799,
23
- "accuracy_stderr": 0.017877617858126905,
24
- "f1": 0.6233437055359021,
25
- "f1_stderr": 0.016670689583976186,
26
- "main_score": 0.654203093476799
27
- }
28
- },
29
- "validation": {
30
- "evaluation_time": 356.14,
31
- "zh-CN": {
32
- "accuracy": 0.6527791441219872,
33
- "accuracy_stderr": 0.02023245965810054,
34
- "f1": 0.6064034238415631,
35
- "f1_stderr": 0.020538367128345933,
36
- "main_score": 0.6527791441219872
37
- }
38
- }
39
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
tests/test_duplicate_results.py ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from collections import defaultdict
2
+ from pathlib import Path
3
+
4
+ import mteb
5
+ import pytest
6
+ import logging
7
+ import json
8
+
9
+ logger = logging.getLogger(__name__)
10
+
11
+
12
+ def get_reference_revision(path: Path, model_name: str) -> str | None:
13
+ """Load model metadata from a JSON file."""
14
+ try:
15
+ model_meta = mteb.get_model_meta(model_name, fetch_from_hf=False)
16
+ return model_meta.revision
17
+ except KeyError:
18
+ logger.info(
19
+ f"Model metadata for '{model_name}' not found in MTEB registry."
20
+ " Trying to load from local 'model_meta.json' file."
21
+ )
22
+ meta_file = path / "model_meta.json"
23
+ # try to load from model meta, because some models have spaces in their name
24
+ # which are replaced by underscores in the folder names and original names cannot be derived
25
+ if meta_file.exists():
26
+ with open(meta_file, "r", encoding="utf-8") as f:
27
+
28
+ meta_data = json.load(f)
29
+ model_name = meta_data.get("name")
30
+ if model_name:
31
+ try:
32
+ model_meta = mteb.get_model_meta(model_name, fetch_from_hf=False)
33
+ return model_meta.revision
34
+ except KeyError:
35
+ logger.warning(
36
+ f"Model metadata for '{model_name}' from local file not found in MTEB registry."
37
+ )
38
+ raise KeyError(
39
+ f"Could not determine reference revision for model '{model_name}'."
40
+ f" On path: {path}"
41
+ )
42
+
43
+
44
+ def find_duplicate_tasks() -> dict[str, list[dict]]:
45
+ """
46
+ Find all duplicate task results across revisions.
47
+
48
+ Returns:
49
+ A dictionary mapping model names to lists of duplicate task information.
50
+ """
51
+ results_folder = Path(__file__).parent.parent / "results"
52
+ duplicates_found = {}
53
+
54
+ for model_folder in sorted(results_folder.glob("*")):
55
+ if (
56
+ not model_folder.is_dir()
57
+ or model_folder.name.startswith(".")
58
+ or model_folder.name == "Human"
59
+ ):
60
+ continue
61
+
62
+ model_name = model_folder.name.replace("__", "/")
63
+ task_to_revisions: dict[str, list[str]] = defaultdict(list)
64
+
65
+ reference_revision = None
66
+
67
+ # Collect all task files across revisions
68
+ for revision_folder in model_folder.glob("*"):
69
+ if not revision_folder.is_dir() or revision_folder.name.startswith("."):
70
+ continue
71
+
72
+ revision = revision_folder.name
73
+ if reference_revision is None:
74
+ reference_revision = get_reference_revision(revision_folder, model_name)
75
+
76
+ for task_file in revision_folder.glob("*.json"):
77
+ if task_file.name == "model_meta.json":
78
+ continue
79
+
80
+ task_name = task_file.stem
81
+ task_to_revisions[task_name].append(revision)
82
+
83
+ # Find tasks with duplicates
84
+ model_duplicates = []
85
+ for task_name, revision_list in sorted(task_to_revisions.items()):
86
+ if len(revision_list) == 1:
87
+ continue
88
+
89
+ to_delete = []
90
+ retained_revision = None
91
+
92
+ if reference_revision and reference_revision in revision_list:
93
+ to_delete = [r for r in revision_list if r != reference_revision]
94
+ retained_revision = reference_revision
95
+ else:
96
+ priority_order = [
97
+ r
98
+ for r in revision_list
99
+ if r not in ["external", "no_revision_available"]
100
+ ]
101
+
102
+ if priority_order:
103
+ retained_revision = priority_order[0]
104
+ to_delete = [r for r in revision_list if r != retained_revision]
105
+ else:
106
+ # All are external/no_revision_available, keep first
107
+ retained_revision = revision_list[0]
108
+ to_delete = revision_list[1:]
109
+
110
+ if to_delete:
111
+ model_duplicates.append(
112
+ {
113
+ "task_name": task_name,
114
+ "revisions_present": revision_list,
115
+ "retained_revision": retained_revision,
116
+ "to_delete": to_delete,
117
+ }
118
+ )
119
+
120
+ if model_duplicates:
121
+ duplicates_found[model_name] = model_duplicates
122
+
123
+ return duplicates_found
124
+
125
+
126
+ def test_no_duplicate_task_results_exist():
127
+ """
128
+ Test that no duplicate task results exist across revisions.
129
+
130
+ A duplicate is when the same task exists in multiple revisions for the same model.
131
+ These should be cleaned up by keeping only the reference revision or the first valid one.
132
+ """
133
+ duplicate_check = find_duplicate_tasks()
134
+ if duplicate_check:
135
+ error_lines = [
136
+ "Found duplicate task results that could be deleted:\n",
137
+ ]
138
+
139
+ for model_name, duplicates in sorted(duplicate_check.items()):
140
+ error_lines.append(
141
+ f"\n{model_name}:"
142
+ )
143
+
144
+ for dup in duplicates:
145
+ error_lines.append(f" Task: {dup['task_name']}")
146
+ error_lines.append(f" Revisions present: {dup['revisions_present']}")
147
+ error_lines.append(f" Retained revision: {dup['retained_revision']}")
148
+ error_lines.append(
149
+ f" Should delete from revisions: {dup['to_delete']}"
150
+ )
151
+
152
+ error_message = "\n".join(error_lines)
153
+ pytest.fail(error_message)
tests/test_model_implementation.py ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import json
2
+ from pathlib import Path
3
+
4
+ import pytest
5
+
6
+ import mteb
7
+
8
+
9
+ def find_unimplemented_models() -> dict[str, list[str]]:
10
+ """
11
+ Find all models in results that are not implemented in MTEB.
12
+ """
13
+ implementations = {meta.name for meta in mteb.get_model_metas() if meta.name}
14
+ results_folder = Path(__file__).parent.parent / "results"
15
+ unimplemented = {}
16
+
17
+ for model_folder in sorted(results_folder.glob("*")):
18
+ if not model_folder.is_dir() or model_folder.name.startswith("."):
19
+ continue
20
+
21
+ model_name_from_path = model_folder.name.replace("__", "/")
22
+ revisions = []
23
+
24
+ # Check if model is implemented via model_meta.json files
25
+ impl_exists = False
26
+ meta_files = list(model_folder.glob("**/model_meta.json"))
27
+
28
+ for meta_file in meta_files:
29
+ try:
30
+ with meta_file.open("r") as f:
31
+ model_meta = json.load(f)
32
+ model_name_from_meta = model_meta.get("name")
33
+
34
+ if model_name_from_meta and model_name_from_meta in implementations:
35
+ impl_exists = True
36
+ break
37
+ except Exception as e:
38
+ pytest.fail(f"Error reading {meta_file}: {e}")
39
+
40
+ # Also check model name from path
41
+ if not impl_exists and model_name_from_path in implementations:
42
+ impl_exists = True
43
+
44
+ # Collect revisions for unimplemented models
45
+ if not impl_exists:
46
+ for revision_folder in model_folder.glob("*"):
47
+ if revision_folder.is_dir() and not revision_folder.name.startswith(
48
+ "."
49
+ ):
50
+ revisions.append(revision_folder.name)
51
+
52
+ if revisions:
53
+ unimplemented[model_name_from_path] = revisions
54
+
55
+ return unimplemented
56
+
57
+
58
+ def test_all_models_are_implemented_in_mteb():
59
+ """
60
+ Test that all models in the results folder are implemented in MTEB.
61
+
62
+ A model is considered implemented if:
63
+ 1. Its name appears in mteb.get_model_metas(), OR
64
+ 2. Its model_meta.json file contains a name that appears in mteb.get_model_metas()
65
+ """
66
+ unimplemented_check = find_unimplemented_models()
67
+ if unimplemented_check:
68
+ error_lines = [
69
+ "Found models in results that are not implemented in MTEB:\n",
70
+ ]
71
+
72
+ for model_name, revisions in sorted(unimplemented_check.items()):
73
+ error_lines.append(f" {model_name}")
74
+ error_lines.append(f" Revisions: {revisions}")
75
+
76
+ error_lines.append(
77
+ "\nThese models need to be added to MTEB's model implementations "
78
+ "or the results should be removed."
79
+ )
80
+
81
+ error_message = "\n".join(error_lines)
82
+ pytest.fail(error_message)
tests/test_no_splits_are_removed.py CHANGED
@@ -32,7 +32,7 @@ def test_no_splits_are_removed():
32
  errors = []
33
  for filepath_str in changed_files:
34
  filepath = root / Path(filepath_str)
35
- if filepath.name == "model_meta.json":
36
  continue
37
  # Get the file from main branch
38
  old_content = subprocess.run(
 
32
  errors = []
33
  for filepath_str in changed_files:
34
  filepath = root / Path(filepath_str)
35
+ if not filepath.exists() or filepath.name == "model_meta.json":
36
  continue
37
  # Get the file from main branch
38
  old_content = subprocess.run(