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add checkpoint for msrvtt-caption
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Jianfeng Wang committed Mar 1, 2023
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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -61,13 +61,15 @@ This repo presents some example codes to reproduce some results in
| GIT_BASE_VQAv2 | fine-tuned on VQAv2 | test-dev: 72.72 |
| GIT_BASE_TEXTVQA | fine-tuned on TextVQA | val/acc: 18.81 |
| GIT_BASE_VATEX | fine-tuned on VATEX for captioning | public/test/CIDEr: 60.0 |
| GIT_BASE_MSRVTT | fine-tuned on MSRVTT for captioning | test/CIDEr: 57.8 |
| GIT_BASE_MSRVTT_QA | fine-tuned on MSRVTT for question answering | acc: 41.0 |
| GIT_LARGE | pretrained on 14M images | |
| GIT_LARGE_COCO | fine-tuned on COCO | CIDEr: 138.5 |
| GIT_LARGE_TEXTCAPS | fine-tuned on TextCaps for captioning | val/CIDEr: 106.3 |
| GIT_LARGE_VQAv2 | fine-tuned on VQAv2 | test-dev: 75.51 |
| GIT_LARGE_TEXTVQA | fine-tuned on TextVQA | val/acc: 37.47 |
| GIT_LARGE_VATEX | fine-tuned on VATEX for captioning | public/test/CIDEr: 72.5 |
| GIT_LARGE_MSRVTT | fine-tuned on MSRVTT for captioning | test/CIDEr: 64.1 |
| GIT_LARGE_MSRVTT_QA | fine-tuned on MSRVTT for question answering | acc: 42.7 |

- In the dataset of cc12m, the caption may contain some special tags to hide
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1 change: 1 addition & 0 deletions aux_data/models/GIT_BASE_MSRVTT/parameter.yaml
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num_image_with_embedding: 6
3 changes: 3 additions & 0 deletions aux_data/models/GIT_LARGE_MSRVTT/parameter.yaml
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num_image_with_embedding: 6
visual_feature_size: 1024
image_encoder_type: CLIPViT_L_14

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