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Datasets
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MS-COCO
MS-COCO
Benchmarks
1 Image, 2*2 Stitchi
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AP
1 Image, 2*2 Stitchi
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Inception score
1 Image, 2*2 Stitchi
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FID
1 Image, 2*2 Stitchi
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SOA-C
10-shot image generation
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Inception score
10-shot image generation
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FID
10-shot image generation
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SOA-C
16k
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mAP
16k
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Recall
2D Classification
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mAP
2D Classification
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Recall
2D Object Detection
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mAP
2D Object Detection
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Recall
2D Semantic Segmentation
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R@100
2D Semantic Segmentation
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R@20
2D Semantic Segmentation
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R@50
2D Semantic Segmentation
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mR@100
2D Semantic Segmentation
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mR@20
2D Semantic Segmentation
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mR@50
3D
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mAP
3D
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Recall
3D
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AP
Image Captioning
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BLEU-1
Image Captioning
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BLEU-4
Image Captioning
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CIDEr
Image Captioning
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METEOR
Image Captioning
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SPICE
Image Captioning
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Test ROGUE-L
Image Generation
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Inception score
Image Generation
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FID
Image Generation
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SOA-C
Multi-Label Classification
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mAP
Object Detection
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mAP
Object Detection
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Recall
Pose Estimation
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AP
Scene Graph Generation
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R@100
Scene Graph Generation
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R@20
Scene Graph Generation
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R@50
Scene Graph Generation
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mR@100
Scene Graph Generation
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mR@20
Scene Graph Generation
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mR@50
Scene Parsing
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R@100
Scene Parsing
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R@20
Scene Parsing
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R@50
Scene Parsing
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mR@100
Scene Parsing
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mR@20
Scene Parsing
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mR@50
Text-to-Image Generation
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Inception score
Text-to-Image Generation
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FID
Text-to-Image Generation
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SOA-C
Related Benchmarks
MS-COCO (1-shot)
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16k
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AP
MS-COCO (1-shot)
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2D Classification
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AP
MS-COCO (1-shot)
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2D Object Detection
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AP
MS-COCO (1-shot)
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3D
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AP
MS-COCO (1-shot)
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Few-Shot Object Detection
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AP
MS-COCO (1-shot)
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Object Detection
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AP
MS-COCO (10-shot)
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16k
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AP
MS-COCO (10-shot)
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2D Classification
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AP
MS-COCO (10-shot)
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2D Object Detection
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AP
MS-COCO (10-shot)
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3D
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AP
MS-COCO (10-shot)
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Few-Shot Object Detection
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AP
MS-COCO (10-shot)
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Object Detection
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AP
MS-COCO (30-shot)
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16k
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AP
MS-COCO (30-shot)
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2D Classification
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AP
MS-COCO (30-shot)
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2D Object Detection
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AP
MS-COCO (30-shot)
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3D
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AP
MS-COCO (30-shot)
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Few-Shot Object Detection
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AP
MS-COCO (30-shot)
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Object Detection
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AP
MS-COCO (5-shot)
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16k
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AP
MS-COCO (5-shot)
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2D Classification
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AP
MS-COCO (5-shot)
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2D Object Detection
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AP
MS-COCO (5-shot)
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3D
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AP
MS-COCO (5-shot)
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Few-Shot Object Detection
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AP
MS-COCO (5-shot)
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Object Detection
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AP
MS-COCO-2014
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16k
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AP
MS-COCO-2014
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2D Classification
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AP
MS-COCO-2014
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2D Classification
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Average mAP
MS-COCO-2014
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2D Object Detection
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AP
MS-COCO-2014
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3D
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AP
MS-COCO-2014
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Cross-Modal Information Retrieval
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Text-to-image R@1
MS-COCO-2014
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Cross-Modal Retrieval
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Text-to-image R@1
MS-COCO-2014
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Image Classification
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Average mAP
MS-COCO-2014
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Image Retrieval with Multi-Modal Query
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Text-to-image R@1
MS-COCO-2014
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Multi-Label Image Classification
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Average mAP
MS-COCO-2014
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Object Detection
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AP
MS-COCO-2017
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16k
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AP
MS-COCO-2017
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2D Classification
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AP
MS-COCO-2017
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2D Object Detection
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AP
MS-COCO-2017
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3D
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AP
MS-COCO-2017
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Object Detection
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AP