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README.md
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@@ -73,10 +73,18 @@ The inference performance efficiency, expanded context and simplicity make this
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| Model | STS-B Test Pearson | STS-B Test Spearman | Context Length | Parameters | Speed |
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| `ModernCE-large-sts` | **0.9256** | **0.9215** | **8192** | 395M | **Medium** |
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| Model | STS-B Test Pearson | STS-B Test Spearman | Context Length | Parameters | Speed |
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| `dleemiller/ModernCE-large-sts` | **0.9256** | **0.9215** | **8192** | 395M | **Medium** |
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| `dleemiller/CrossGemma-sts-300m` | 0.9175 | 0.9135 | 2048 | 303M | **Medium** |
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| `dleemiller/ModernCE-base-sts` | 0.9162 | 0.9122 | **8192** | 149M | **Fast** |
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| `cross-encoder/stsb-roberta-large` | 0.9147 | - | 512 | 355M | Slow |
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| `dleemiller/EttinX-sts-m` | 0.9143 | 0.9102 | **8192** | 149M | **Fast** |
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| `dleemiller/NeoCE-sts` | 0.9124 | 0.9087 | 4096 | 250M | **Fast** |
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| `dleemiller/EttinX-sts-s` | 0.9004 | 0.8926 | **8192** | 68M | **Very Fast** |
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| `cross-encoder/stsb-distilroberta-base` | 0.8792 | - | 512 | 82M | Fast |
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| `dleemiller/EttinX-sts-xs` | 0.8763 | 0.8689 | **8192** | 32M | **Very Fast** |
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| `dleemiller/EttinX-sts-xxs` | 0.8414 | 0.8311 | **8192** | 17M | **Very Fast** |
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| `dleemiller/sts-bert-hash-nano` | 0.7904 | 0.7743 | **8192** | 0.97M | **Very Fast** |
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| `dleemiller/sts-bert-hash-pico` | 0.7595 | 0.7474 | **8192** | 0.45M | **Very Fast** |
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