Update README.md

README.md

@@ -36,14 +36,20 @@ dataset.
 
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-## Performance
-
-| Model                     | MNLI Mismatched   | SNLI Test    | Context Length |
-|---------------------------|-------------------|--------------|----------------|
-| `ModernCE-large-nli`      | 0.9202            | 0.9110       | 8192           |
-| `ModernCE-base-nli`       | 0.9034            | 0.9025       | 8192           |
-| `deberta-v3-large`        | 0.9049            | 0.9220       | 512            |
-| `deberta-v3-base`         | 0.9004            | 0.9234       | 512            |
+# NLI Evaluation Results
+
+F1-Micro scores (equivalent to accuracy) for each dataset.
+
+| Model | finecat | mnli | mnli_mismatched | snli | anli_r1 | anli_r2 | anli_r3 | wanli | lingnli |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| `dleemiller/finecat-nli-l` | **0.8152** | **0.9088** | <u>0.9217</u> | <u>0.9259</u>   | **0.7400** | **0.5230** | **0.5150** | **0.7424** | **0.8689** |
+| `tasksource/ModernBERT-large-nli` | 0.7959     | 0.8983     | **0.9229** | 0.9188     | <u>0.7260</u>   | <u>0.5110</u>   | </u>0.4925</u> | <u>0.6978</u> | 0.8504 |
+| `dleemiller/ModernCE-large-nli`   | 0.7811     | **0.9088** | 0.9205     | **0.9273** | 0.6630     | 0.4860     | 0.4408 | 0.6576 | <u>0.8566</u> |
+| `tasksource/ModernBERT-base-nli`  | 0.7595 | 0.8685 | 0.8979 | 0.8915 | 0.6300 | 0.4820 | 0.4192 | 0.6632 | 0.8118 |
+| `dleemiller/ModernCE-base-nli`    | 0.7533 | 0.8923 | 0.9035 | 0.9187 | 0.5240 | 0.3950 | 0.3333 | 0.6464 | 0.8282 |
+| `dleemiller/EttinX-nli-s`   | 0.7251 | 0.8765 | 0.8798 | 0.9128 | 0.3360 | 0.2790 | 0.3083 | 0.6234 | 0.8012 |
+| `dleemiller/EttinX-nli-xs`  | 0.7013 | 0.8376 | 0.8380 | 0.8979 | 0.2780 | 0.2840 | 0.2800 | 0.5838 | 0.7521 |
+| `dleemiller/EttinX-nli-xxs` | 0.6842 | 0.7988 | 0.8047 | 0.8851 | 0.2590 | 0.3060 | 0.2992 | 0.5426 | 0.7018 |
 
 
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