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README.md

@@ -30,14 +30,14 @@ Fine-tune of `LiquidAI/LFM2.5-Encoder-350M` for BIO data-use mention tagging
 
 | thr | tp | fp | fn | precision | recall | f0.5 | f1 |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| 0.10 | 4541 | 1064 | 2805 | 0.8102 | 0.6182 | 0.7628 | 0.7013 |
-| 0.20 | 4541 | 1064 | 2805 | 0.8102 | 0.6182 | 0.7628 | 0.7013 |
-| 0.30 | 4541 | 1063 | 2805 | 0.8103 | 0.6182 | 0.7629 | 0.7013 |
-| 0.40 | 4528 | 1058 | 2818 | 0.8106 | 0.6164 | 0.7625 | 0.7003 |
-| 0.50 | 4469 | 1006 | 2877 | 0.8163 | 0.6084 | 0.7640 | 0.6971 |
-| 0.60 | 4141 | 822 | 3205 | 0.8344 | 0.5637 | 0.7613 | 0.6728 |
-| 0.70 | 3842 | 684 | 3504 | 0.8489 | 0.5230 | 0.7548 | 0.6472 |
-
-**Best F0.5**: 0.7640 (thr=0.5)
-**Best F1**: 0.7013 (thr=0.3)
+| 0.10 | 4577 | 1091 | 2769 | 0.8075 | 0.6231 | 0.7624 | 0.7034 |
+| 0.20 | 4577 | 1091 | 2769 | 0.8075 | 0.6231 | 0.7624 | 0.7034 |
+| 0.30 | 4576 | 1091 | 2770 | 0.8075 | 0.6229 | 0.7623 | 0.7033 |
+| 0.40 | 4565 | 1086 | 2781 | 0.8078 | 0.6214 | 0.7621 | 0.7025 |
+| 0.50 | 4501 | 1033 | 2845 | 0.8133 | 0.6127 | 0.7633 | 0.6989 |
+| 0.60 | 4200 | 840 | 3146 | 0.8333 | 0.5717 | 0.7635 | 0.6782 |
+| 0.70 | 3877 | 687 | 3469 | 0.8495 | 0.5278 | 0.7572 | 0.6510 |
+
+**Best F0.5**: 0.7635 (thr=0.6)
+**Best F1**: 0.7034 (thr=0.1)