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Florence-2-Recap-DataComp

image-captioning

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NikshepShetty commited on Aug 3

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@@ -85,10 +85,10 @@ Our LoRA adapter shows improvements over the base Florence-2 model across all me
 | Metric  | Base Model | Adapted Model | Improvement |
 |---------|------------|-----------------------|-------------|
 | METEOR  | 0.213      | 0.240                 | +12.7%      |
 | BLEU    | 0.110      | 0.150                 | +36.4%      |
 | CIDEr   | 0.031      | 0.035                 | +12.9%      |
-| CAPTURE | 0.546      | 0.553                 | +1.3%       |
 | ROUGE-L | 0.275      | 0.294                 | +6.9%       |
 These results demonstrate that our LoRA adapter enhances the image captioning capabilities of the Florence-2 base model, particularly in generating more detailed and accurate captions.

 | Metric  | Base Model | Adapted Model | Improvement |
 |---------|------------|-----------------------|-------------|
+| CAPTURE | 0.546      | 0.553                 | +1.3%       |
 | METEOR  | 0.213      | 0.240                 | +12.7%      |
 | BLEU    | 0.110      | 0.150                 | +36.4%      |
 | CIDEr   | 0.031      | 0.035                 | +12.9%      |
 | ROUGE-L | 0.275      | 0.294                 | +6.9%       |
 These results demonstrate that our LoRA adapter enhances the image captioning capabilities of the Florence-2 base model, particularly in generating more detailed and accurate captions.