@@ -54,6 +54,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
5454| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 12M | [ IndoBERT Lite Base] ( https://huggingface.co/indobenchmark/indobert-lite-base-p1 ) | [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | [ Wikipedia] ( https://huggingface.co/datasets/LazarusNLP/wikipedia_id_20230520 ) | |
5555| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 125M | [ IndoBERT Base] ( https://huggingface.co/indobenchmark/indobert-base-p1 ) | [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | [ Wikipedia] ( https://huggingface.co/datasets/LazarusNLP/wikipedia_id_20230520 ) | |
5656| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 125M | [ SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/simcse-indobert-base ) | [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | [ Wikipedia] ( https://huggingface.co/datasets/LazarusNLP/wikipedia_id_20230520 ) | |
57+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 118M | [ multilingual-e5-small] ( https://huggingface.co/intfloat/multilingual-e5-small ) | [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | [ Wikipedia] ( https://huggingface.co/datasets/LazarusNLP/wikipedia_id_20230520 ) | |
5758| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 125M | [ IndoBERT Base] ( https://huggingface.co/indobenchmark/indobert-base-p1 ) | [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | [ Wikipedia] ( https://huggingface.co/datasets/LazarusNLP/wikipedia_id_20230520 ) | |
5859| [ S-IndoBERT Base mMARCO] ( https://huggingface.co/LazarusNLP/s-indobert-base-mmarco ) | 125M | [ IndoBERT Base] ( https://huggingface.co/indobenchmark/indobert-base-p1 ) | N/A | [ mMARCO] ( https://huggingface.co/datasets/unicamp-dl/mmarco ) | ✅ |
5960| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 134M | [ DistilBERT Base Multilingual] ( https://huggingface.co/distilbert-base-multilingual-cased ) | mUSE | See: [ SBERT] ( https://www.sbert.net/docs/pretrained_models.html#model-overview ) | ✅ |
@@ -76,6 +77,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
7677| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 79.97 |
7778| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 80.47 |
7879| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 81.16 |
80+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 80.94 |
7981| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 74.56 |
8082| [ S-IndoBERT Base mMARCO] ( https://huggingface.co/LazarusNLP/s-indobert-base-mmarco ) | 72.95 |
8183| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 75.08 |
@@ -94,6 +96,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
9496| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 46.04 | 59.06 | 51.01 |
9597| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 45.93 | 58.58 | 49.95 |
9698| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 45.83 | 58.27 | 49.91 |
99+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 55.00 | 66.74 | 58.95 |
97100| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 40.41 | 47.29 | 40.68 |
98101| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 41.35 | 54.93 | 48.79 |
99102| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 52.81 | 65.07 | 57.97 |
@@ -109,6 +112,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
109112| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 75.22 | 81.55 | 84.13 |
110113| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 73.09 | 80.32 | 83.29 |
111114| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 72.38 | 79.37 | 82.51 |
115+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 84.60 | 89.30 | 91.27 |
112116| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 76.81 | 83.16 | 85.87 |
113117| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 70.44 | 77.94 | 81.56 |
114118| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 81.41 | 87.05 | 89.44 |
@@ -126,6 +130,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
126130| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 62.41 | 60.94 |
127131| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 61.14 | 60.02 |
128132| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 60.93 | 59.50 |
133+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 62.92 | 60.18 |
129134| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 55.66 | 54.48 |
130135| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 55.99 | 52.44 |
131136| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 65.43 | 63.55 |
@@ -141,6 +146,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
141146| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 67.25 | 66.53 |
142147| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 67.72 | 67.32 |
143148| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 67.12 | 66.64 |
149+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 66.92 | 66.29 |
144150| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 61.89 | 60.97 |
145151| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 65.25 | 63.45 |
146152| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 70.72 | 70.58 |
@@ -156,6 +162,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
156162| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 58.18 | 58.84 |
157163| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 57.04 | 57.06 |
158164| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 59.54 | 60.37 |
165+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 60.00 | 60.52 |
159166| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 61.13 | 61.70 |
160167| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 63.63 | 64.13 |
161168| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 63.18 | 63.78 |
@@ -171,6 +178,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
171178| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 81.2 | 75.59 |
172179| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 85.4 | 82.12 |
173180| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 83.0 | 78.74 |
181+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 84.2 | 80.21 |
174182| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 82.0 | 76.92 |
175183| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 78.8 | 73.64 |
176184| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | 89.6 | ** 86.56** |
@@ -188,6 +196,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
188196| [ ConGen-IndoBERT Lite Base] ( https://huggingface.co/LazarusNLP/congen-indobert-lite-base ) | 69.44 | 53.74 |
189197| [ ConGen-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-indobert-base ) | 71.14 | 56.35 |
190198| [ ConGen-SimCSE-IndoBERT Base] ( https://huggingface.co/LazarusNLP/congen-simcse-indobert-base ) | 70.80 | 56.59 |
199+ | [ ConGen-Indo-e5 Small] ( https://huggingface.co/LazarusNLP/congen-indo-e5-small ) | 70.51 | 55.67 |
191200| [ SCT-IndoBERT Base] ( https://huggingface.co/LazarusNLP/sct-indobert-base ) | 59.82 | 53.41 |
192201| [ distiluse-base-multilingual-cased-v2] ( https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 ) | 58.48 | 50.50 |
193202| [ paraphrase-multilingual-mpnet-base-v2] ( https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 ) | ** 74.87** | ** 57.96** |
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