Update README.md

README.md

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 ## Performance
 
-| Model | Avg. | ESG Restaurant Human | Econ Macro Multi. | AXA Multi. | MIT Bio | ESG Restaur Synth |
-|-------|------|----------------------|-------------------|------------|---------|-------------------|
-| ColNomic Embed Multimodal 7B (Multi-Vector) | 61.6 | 67.1 | 54.9 | 59.7 | 66.1 | 58.1 |
-| **ColNomic Embed Multimodal 3B (Multi-Vector)** | 61.2 | 65.8 | 55.4 | 61.0 | 63.5 | 56.6 |
-| T-Systems ColQwen2.5-3B | 59.9 | 72.1 | 51.2 | 60.0 | 65.3 | 51.7 |
-| Nomic Embed Multimodal 7B (Dense) | 59.7 | 65.7 | 57.7 | 59.3 | 64.0 | 49.2 |
-| Nomic Embed Multimodal 3B (Dense) | 58.8 | 59.8 | 57.5 | 58.8 | 62.5 | 49.4 |
-| Llama Index vdr-2b-multi-v1 | 58.4 | 63.1 | 52.8 | 61.0 | 60.6 | 50.3 |
-| Voyage Multimodal 3 | 55.0 | 56.1 | 55.0 | 59.5 | 56.4 | 47.2 |
+| Model | Avg. | ESG Restaurant Human | Econ Macro Multi. | AXA Multi. | MIT Bio | ESG Restaurant Synth. | ESG Restaurant Synth. Multi. | MIT Bio Multi. | AXA | Econ. Macro |
+|-------|------|----------------------|-------------------|------------|---------|----------------------|----------------------------|---------------|-----|------------|
+| ColNomic Embed Multimodal 7B | 61.6 | 67.1 | 54.9 | 59.7 | 66.1 | 58.1 | 56.9 | 64.3 | 67.4 | 59.6 |
+| **ColNomic Embed Multimodal 3B** | 61.2 | 65.8 | 55.4 | 61.0 | 63.5 | 56.6 | 57.2 | 62.5 | 68.8 | 60.2 |
+| T-Systems ColQwen2.5-3B | 59.9 | 72.1 | 51.2 | 60.0 | 65.3 | 51.7 | 53.3 | 61.7 | 69.3 | 54.8 |
+| Nomic Embed Multimodal 7B | 59.7 | 65.7 | 57.7 | 59.3 | 64.0 | 49.2 | 51.9 | 61.2 | 66.3 | 63.1 |
+| Nomic Embed Multimodal 3B | 58.8 | 59.8 | 57.5 | 58.8 | 62.5 | 49.4 | 49.4 | 58.6 | 69.6 | 63.5 |
+| Llama Index vdr-2b-multi-v1 | 58.4 | 63.1 | 52.8 | 61.0 | 60.6 | 50.3 | 51.2 | 56.9 | 68.8 | 61.2 |
+| Voyage Multimodal 3 | 55.0 | 56.1 | 55.0 | 59.5 | 56.4 | 47.2 | 46.2 | 51.5 | 64.1 | 58.8 |
 
 ## Model Architecture