80 lines
2.9 KiB
YAML
80 lines
2.9 KiB
YAML
Collections:
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- Name: ChineseCLIP
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Metadata:
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Training Data:
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- LAION-5B
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- WuKong
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- VisualGenome
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- MSCOCO
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Architecture:
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- Transformer
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Paper:
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Title: 'Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese'
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URL: https://arxiv.org/abs/2211.01335
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README: configs/chinese_clip/README.md
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Models:
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- Name: cn-clip_resnet50_zeroshot-cls_cifar100
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Metadata:
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FLOPs: null
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Parameters: 77000000
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In Collection: ChineseCLIP
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Results:
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- Task: Image Classification
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Dataset: CIFAR100
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Metrics:
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Top 1 Accuracy: 40.7
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/chinese_clip/cn-clip_resnet50_3rdparty_20230519-6a2b3eb2.pth
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Config: configs/chinese_clip/cn-clip_resnet50_zeroshot-cls_cifar100.py
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Converted From:
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Weights: https://clip-cn-beijing.oss-cn-beijing.aliyuncs.com/checkpoints/clip_cn_rn50.pt
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Code: https://github.com/OFA-Sys/Chinese-CLIP
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- Name: cn-clip_vit-base-p16_zeroshot-cls_cifar100
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Metadata:
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FLOPs: null
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Parameters: 188000000
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In Collection: ChineseCLIP
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Results:
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- Task: Image Classification
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Dataset: CIFAR100
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Metrics:
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Top 1 Accuracy: 64.5
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/chinese_clip/cn-clip_vit-base-p16_3rdparty_20230519-37fbc59e.pth
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Config: configs/chinese_clip/cn-clip_vit-base-p16_zeroshot-cls_cifar100.py
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Converted From:
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Weights: https://clip-cn-beijing.oss-cn-beijing.aliyuncs.com/checkpoints/clip_cn_vit-b-16.pt
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Code: https://github.com/OFA-Sys/Chinese-CLIP
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- Name: cn-clip_vit-large-p14_zeroshot-cls_cifar100
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Metadata:
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FLOPs: null
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Parameters: 406000000
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In Collection: ChineseCLIP
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Results:
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- Task: Image Classification
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Dataset: CIFAR100
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Metrics:
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Top 1 Accuracy: 74.8
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/chinese_clip/cn-clip_vit-large-p14_3rdparty_20230519-3f844503.pth
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Config: configs/chinese_clip/cn-clip_vit-large-p14_zeroshot-cls_cifar100.py
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Converted From:
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Weights: https://clip-cn-beijing.oss-cn-beijing.aliyuncs.com/checkpoints/clip_cn_vit-l-14.pt
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Code: https://github.com/OFA-Sys/Chinese-CLIP
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- Name: cn-clip_vit-huge-p14_zeroshot-cls_cifar100
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Metadata:
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FLOPs: null
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Parameters: 958000000
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In Collection: ChineseCLIP
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Results:
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- Task: Image Classification
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Dataset: CIFAR100
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Metrics:
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Top 1 Accuracy: 79.1
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/chinese_clip/cn-clip_vit-huge-p14_3rdparty_20230519-e4f49b00.pth
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Config: configs/chinese_clip/cn-clip_vit-huge-p14_zeroshot-cls_cifar100.py
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Converted From:
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Weights: https://clip-cn-beijing.oss-cn-beijing.aliyuncs.com/checkpoints/clip_cn_vit-h-14.pt
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Code: https://github.com/OFA-Sys/Chinese-CLIP
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