Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
topic-classification
Size:
1M - 10M
ArXiv:
License:
Add dataset card
Browse files
README.md
CHANGED
@@ -193,7 +193,7 @@ tags:
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<!-- adapted from https://github.com/huggingface/huggingface_hub/blob/v0.30.2/src/huggingface_hub/templates/datasetcard_template.md -->
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<div align="center" style="padding: 40px 20px; background-color: white; border-radius: 12px; box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05); max-width: 600px; margin: 0 auto;">
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-
<h1 style="font-size: 3.5rem; color: #1a1a1a; margin: 0 0 20px 0; letter-spacing: 2px; font-weight: 700;">
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<div style="font-size: 1.5rem; color: #4a4a4a; margin-bottom: 5px; font-weight: 300;">An <a href="https://github.com/embeddings-benchmark/mteb" style="color: #2c5282; font-weight: 600; text-decoration: none;" onmouseover="this.style.textDecoration='underline'" onmouseout="this.style.textDecoration='none'">MTEB</a> dataset</div>
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<div style="font-size: 0.9rem; color: #2c5282; margin-top: 10px;">Massive Text Embedding Benchmark</div>
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</div>
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@@ -214,7 +214,7 @@ You can evaluate an embedding model on this dataset using the following code:
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```python
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import mteb
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-
task = mteb.get_tasks(["
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evaluator = mteb.MTEB(task)
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model = mteb.get_model(YOUR_MODEL)
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@@ -268,20 +268,776 @@ The following code contains the descriptive statistics from the task. These can
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```python
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import mteb
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-
task = mteb.get_task("
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desc_stats = task.metadata.descriptive_stats
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```
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```json
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{
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"test": {
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"num_samples": 6900,
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-
"number_of_characters":
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-
"min_text_length":
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-
"average_text_length":
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-
"max_text_length":
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-
"unique_texts":
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"min_labels_per_text": 1,
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"average_labels_per_text": 1.0,
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"max_labels_per_text": 1040,
|
@@ -531,11 +1287,11 @@ desc_stats = task.metadata.descriptive_stats
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"hf_subset_descriptive_stats": {
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"de": {
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"num_samples": 2048,
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-
"number_of_characters":
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-
"min_text_length":
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-
"average_text_length":
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-
"max_text_length":
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-
"unique_texts":
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"min_labels_per_text": 20,
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"average_labels_per_text": 1.0,
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"max_labels_per_text": 692,
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@@ -581,11 +1337,11 @@ desc_stats = task.metadata.descriptive_stats
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},
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"fr": {
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"num_samples": 2048,
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-
"number_of_characters":
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-
"min_text_length":
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-
"average_text_length":
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-
"max_text_length":
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-
"unique_texts":
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"min_labels_per_text": 1,
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"average_labels_per_text": 1.0,
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"max_labels_per_text": 333,
|
@@ -778,11 +1534,11 @@ desc_stats = task.metadata.descriptive_stats
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},
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"ru": {
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"num_samples": 756,
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-
"number_of_characters":
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-
"min_text_length":
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-
"average_text_length":
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-
"max_text_length":
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-
"unique_texts":
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"min_labels_per_text": 15,
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"average_labels_per_text": 1.0,
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"max_labels_per_text": 203,
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@@ -819,11 +1575,11 @@ desc_stats = task.metadata.descriptive_stats
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},
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"es": {
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"num_samples": 2048,
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-
"number_of_characters":
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-
"min_text_length":
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-
"average_text_length":
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-
"max_text_length":
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-
"unique_texts":
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"min_labels_per_text": 1,
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"average_labels_per_text": 1.0,
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"max_labels_per_text": 228,
|
|
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193 |
<!-- adapted from https://github.com/huggingface/huggingface_hub/blob/v0.30.2/src/huggingface_hub/templates/datasetcard_template.md -->
|
194 |
|
195 |
<div align="center" style="padding: 40px 20px; background-color: white; border-radius: 12px; box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05); max-width: 600px; margin: 0 auto;">
|
196 |
+
<h1 style="font-size: 3.5rem; color: #1a1a1a; margin: 0 0 20px 0; letter-spacing: 2px; font-weight: 700;">MLSUMClusteringS2S.v2</h1>
|
197 |
<div style="font-size: 1.5rem; color: #4a4a4a; margin-bottom: 5px; font-weight: 300;">An <a href="https://github.com/embeddings-benchmark/mteb" style="color: #2c5282; font-weight: 600; text-decoration: none;" onmouseover="this.style.textDecoration='underline'" onmouseout="this.style.textDecoration='none'">MTEB</a> dataset</div>
|
198 |
<div style="font-size: 0.9rem; color: #2c5282; margin-top: 10px;">Massive Text Embedding Benchmark</div>
|
199 |
</div>
|
|
|
214 |
```python
|
215 |
import mteb
|
216 |
|
217 |
+
task = mteb.get_tasks(["MLSUMClusteringS2S.v2"])
|
218 |
evaluator = mteb.MTEB(task)
|
219 |
|
220 |
model = mteb.get_model(YOUR_MODEL)
|
|
|
268 |
```python
|
269 |
import mteb
|
270 |
|
271 |
+
task = mteb.get_task("MLSUMClusteringS2S.v2")
|
272 |
|
273 |
desc_stats = task.metadata.descriptive_stats
|
274 |
```
|
275 |
|
276 |
```json
|
277 |
{
|
278 |
+
"validation": {
|
279 |
+
"num_samples": 6894,
|
280 |
+
"number_of_characters": 29580726,
|
281 |
+
"min_text_length": 273,
|
282 |
+
"average_text_length": 4290.792863359443,
|
283 |
+
"max_text_length": 56317,
|
284 |
+
"unique_texts": 4307,
|
285 |
+
"min_labels_per_text": 1,
|
286 |
+
"average_labels_per_text": 1.0,
|
287 |
+
"max_labels_per_text": 1129,
|
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+
"unique_labels": 78,
|
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+
"labels": {
|
290 |
+
"7": {
|
291 |
+
"count": 1129
|
292 |
+
},
|
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+
"8": {
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294 |
+
"count": 149
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+
},
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+
"6": {
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297 |
+
"count": 152
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+
},
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+
"10": {
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+
"count": 41
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+
},
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302 |
+
"11": {
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+
"count": 450
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+
},
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305 |
+
"5": {
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306 |
+
"count": 284
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+
},
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308 |
+
"9": {
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+
"count": 466
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+
},
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+
"2": {
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+
"count": 114
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+
},
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+
"4": {
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+
"count": 70
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+
},
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+
"0": {
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+
"count": 120
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+
},
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+
"1": {
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+
"count": 378
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+
},
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+
"3": {
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+
"count": 218
|
325 |
+
},
|
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+
"30": {
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+
"count": 312
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+
},
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329 |
+
"43": {
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330 |
+
"count": 26
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331 |
+
},
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+
"31": {
|
333 |
+
"count": 15
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+
},
|
335 |
+
"48": {
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336 |
+
"count": 65
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+
},
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338 |
+
"37": {
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339 |
+
"count": 51
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+
},
|
341 |
+
"18": {
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342 |
+
"count": 208
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+
},
|
344 |
+
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