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‎kosmos-2/evaluation/flickr_entities/README.md

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@@ -31,9 +31,8 @@ You can run the following command to convert the data format from [MDETR pre-pro
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python cook_data.py /path/to/mdetr_annotations /path/to/flickr-images
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```
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Alternatively, you also can download the pre-processed files: [val split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/final_flickr_separateGT_val.json.inline.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D
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) and [test split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/final_flickr_separateGT_test.json.inline.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D
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). Remember to replace the image path in our provided files with the specific image path on your machine.
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Alternatively, you also can download the pre-processed files: [val split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/final_flickr_separateGT_val.json.inline.locout
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) and [test split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/final_flickr_separateGT_test.json.inline.locout). Remember to replace the image path in our provided files with the specific image path on your machine.
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## Evaluation
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where `final_flickr_separateGT_val.json` can be found after downloading and uncompressing the [MDETR annotations](https://zenodo.org/record/4729015/files/mdetr_annotations.tar.gz?download=1), `final_flickr_separateGT_test.json.inline.locout` can be downloaded or generated in [here](#2-convert-data-format), and `/path/to/flickr30k_entities` is the path where you cloned the official [Flickr30k annotations](https://github.com/BryanPlummer/flickr30k_entities).
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Alternatively, download our provided evaluation results ([val_split_ouput](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.flickr.val.inline.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D) and [test_split_ouput](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.flickr.test.inline.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D)) and then evaluate:
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Alternatively, download our provided evaluation results ([val_split_ouput](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.flickr.val.inline.locout) and [test_split_ouput](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.flickr.test.inline.locout)) and then evaluate:
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```python
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python evaluation/flickr/flickr_entities_evaluate.py /path/to/eval_result --annotation_file /path/to/final_flickr_separateGT_val.json --flickr_entities_path /path/to/flickr30k_entities
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```

‎kosmos-2/evaluation/refcoco/README.md

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```
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Alternatively, you also can download the pre-processed files:
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[RefCOCO val split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco_val.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO testA split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco_testA.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO testB split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco_testB.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ val split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco+_val.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ testA split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco+_testA.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ testB split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcoco+_testB.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCOg val split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcocog_val.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D)
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and [RefCOCOg test split](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/finetune_refcocog_test.json.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO val split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco_val.json.locout),
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[RefCOCO testA split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco_testA.json.locout),
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[RefCOCO testB split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco_testB.json.locout),
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[RefCOCO+ val split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco+_val.json.locout),
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[RefCOCO+ testA split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco+_testA.json.locout),
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[RefCOCO+ testB split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcoco+_testB.json.locout),
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[RefCOCOg val split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcocog_val.json.locout)
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and [RefCOCOg test split](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/finetune_refcocog_test.json.locout),
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Remember to replace the image path in our provided files with the specific image path on your machine.
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## Evaluation
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```
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where `finetune_refcoco*.json` can be found after downloading and uncompressing the [MDETR annotations](https://zenodo.org/record/4729015/files/mdetr_annotations.tar.gz?download=1), `finetune_*.json.locout` can be downloaded or generated in [here](#2-convert-data-format).
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Alternatively, download our provided evaluation results [RefCOCO val result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco.val.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO testA result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco.testA.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO testB result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco.testB.locout.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ val result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco+.val.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ testA result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco+.testA.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCO+ testB result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcoco+.testB.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D),
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[RefCOCOg val result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcocog.val.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D)
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and [RefCOCOg test result](https://conversationhub.blob.core.windows.net/beit-share-public/kosmos-2/eval/kosmos2_inst.pt.refcocog.test.locout?sv=2021-10-04&st=2023-06-08T11%3A16%3A02Z&se=2033-06-09T11%3A16%3A00Z&sr=c&sp=r&sig=N4pfCVmSeq4L4tS8QbrFVsX6f6q844eft8xSuXdxU48%3D) and then evaluate:
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Alternatively, download our provided evaluation results [RefCOCO val result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco.val.locout),
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[RefCOCO testA result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco.testA.locout),
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[RefCOCO testB result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco.testB.locout),
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[RefCOCO+ val result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco+.val.locout),
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[RefCOCO+ testA result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco+.testA.locout),
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[RefCOCO+ testB result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcoco+.testB.locout),
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[RefCOCOg val result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcocog.val.locout)
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and [RefCOCOg test result](https://github.com/pengzhiliang/file/releases/download/k2_eval_files/kosmos2_inst.pt.refcocog.test.locout) and then evaluate:
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```python
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python evaluation/refcoco/refexp_evaluate.py /path/to/downloaded_results /path/to/finetune_refcoco*.json
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