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COCO

Benchmarks

1 Image, 2*2 Stitchi/Validation AP 1 Image, 2*2 Stitchi/Test AP 1 Image, 2*2 Stitchi/AP 1 Image, 2*2 Stitchi/FID 10-shot image generation/FID 16k/boxAP 16k/boxAP50 16k/boxAP75 16k/box AP 2D Classification/boxAP 2D Classification/boxAP50 2D Classification/boxAP75 2D Classification/box AP 2D Object Detection/boxAP 2D Object Detection/boxAP50 2D Object Detection/boxAP75 2D Object Detection/box AP 2D Object Detection/10%3D/boxAP 3D/boxAP50 3D/boxAP75 3D/box AP 3D/Validation AP 3D/Test AP 3D/AP Image Generation/FID Image-to-Text Retrieval/Recall@1 Instance Segmentation/maskAP Instance Segmentation/maskAP50 Instance Segmentation/maskAP75 Multi-Person Pose Estimation/AP Object Detection/boxAP Object Detection/boxAP50 Object Detection/boxAP75 Object Detection/box AP Pose Estimation/Validation AP Pose Estimation/Test AP Pose Estimation/AP Semi-Supervised Object Detection/10%Text-to-Image Generation/FID Visual Question Answering (VQA)/ClipMatch@1 Visual Question Answering (VQA)/ClipMatch@5 Visual Question Answering (VQA)/Contains Visual Question Answering (VQA)/ExactMatch

Related Benchmarks

COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/AP COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/AP50 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/AP75 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/APL COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/APM COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/AR COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FID COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FID-1 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FID-2 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FID-4 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FID-8 COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/FPS COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/Inception score COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/SOA-C COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/Test AP COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/Validation AP COCO (Common Objects in Context)/1 Image, 2*2 Stitchi/Zero shot FID COCO (Common Objects in Context)/10-shot image generation/FID COCO (Common Objects in Context)/10-shot image generation/FID-1 COCO (Common Objects in Context)/10-shot image generation/FID-2 COCO (Common Objects in Context)/10-shot image generation/FID-4 COCO (Common Objects in Context)/10-shot image generation/FID-8 COCO (Common Objects in Context)/10-shot image generation/Inception score COCO (Common Objects in Context)/10-shot image generation/Mean IoU (val)COCO (Common Objects in Context)/10-shot image generation/SOA-C COCO (Common Objects in Context)/10-shot image generation/Zero shot FID COCO (Common Objects in Context)/10-shot image generation/mIoU COCO (Common Objects in Context)/16k/AP 0.5 COCO (Common Objects in Context)/16k/Average Recall COCO (Common Objects in Context)/16k/FPS (V100, b=1)COCO (Common Objects in Context)/16k/GFlops COCO (Common Objects in Context)/16k/MAP COCO (Common Objects in Context)/16k/box AP COCO (Common Objects in Context)/16k/mPC [AP]COCO (Common Objects in Context)/16k/rPC [%]COCO (Common Objects in Context)/2D Classification/AP 0.5 COCO (Common Objects in Context)/2D Classification/Average Recall COCO (Common Objects in Context)/2D Classification/FPS (V100, b=1)COCO (Common Objects in Context)/2D Classification/GFlops COCO (Common Objects in Context)/2D Classification/MAP COCO (Common Objects in Context)/2D Classification/box AP COCO (Common Objects in Context)/2D Classification/mPC [AP]COCO (Common Objects in Context)/2D Classification/rPC [%]COCO (Common Objects in Context)/2D Object Detection/AP 0.5 COCO (Common Objects in Context)/2D Object Detection/Average Recall COCO (Common Objects in Context)/2D Object Detection/FPS (V100, b=1)COCO (Common Objects in Context)/2D Object Detection/GFlops COCO (Common Objects in Context)/2D Object Detection/MAP COCO (Common Objects in Context)/2D Object Detection/box AP COCO (Common Objects in Context)/2D Object Detection/mPC [AP]COCO (Common Objects in Context)/2D Object Detection/rPC [%]COCO (Common Objects in Context)/3D/AP COCO (Common Objects in Context)/3D/AP 0.5 COCO (Common Objects in Context)/3D/AP50 COCO (Common Objects in Context)/3D/AP75 COCO (Common Objects in Context)/3D/APL COCO (Common Objects in Context)/3D/APM COCO (Common Objects in Context)/3D/AR COCO (Common Objects in Context)/3D/Average Recall COCO (Common Objects in Context)/3D/FPS COCO (Common Objects in Context)/3D/FPS (V100, b=1)COCO (Common Objects in Context)/3D/GFlops COCO (Common Objects in Context)/3D/MAP COCO (Common Objects in Context)/3D/Test AP COCO (Common Objects in Context)/3D/Validation AP COCO (Common Objects in Context)/3D/box AP COCO (Common Objects in Context)/3D/mPC [AP]COCO (Common Objects in Context)/3D/rPC [%]COCO (Common Objects in Context)/Active Learning/AP COCO (Common Objects in Context)/Composed Image Retrieval (CoIR)/Actions Recall@5 COCO (Common Objects in Context)/Image Captioning/BLEU-1 COCO (Common Objects in Context)/Image Captioning/BLEU-2 COCO (Common Objects in Context)/Image Captioning/BLEU-3 COCO (Common Objects in Context)/Image Captioning/BLEU-4 COCO (Common Objects in Context)/Image Captioning/CIDEr COCO (Common Objects in Context)/Image Captioning/METEOR COCO (Common Objects in Context)/Image Captioning/ROUGE COCO (Common Objects in Context)/Image Captioning/ROUGE-L COCO (Common Objects in Context)/Image Generation/FID COCO (Common Objects in Context)/Image Generation/FID-1 COCO (Common Objects in Context)/Image Generation/FID-2 COCO (Common Objects in Context)/Image Generation/FID-4 COCO (Common Objects in Context)/Image Generation/FID-8 COCO (Common Objects in Context)/Image Generation/Inception score COCO (Common Objects in Context)/Image Generation/SOA-C COCO (Common Objects in Context)/Image Generation/Zero shot FID COCO (Common Objects in Context)/Image Retrieval/Actions Recall@5 COCO (Common Objects in Context)/Image Retrieval/QPS COCO (Common Objects in Context)/Image Retrieval/Recall@10 COCO (Common Objects in Context)/Image Retrieval/recall@1 COCO (Common Objects in Context)/Image Retrieval/recall@5 COCO (Common Objects in Context)/Image-to-Text Retrieval/Recall@1 COCO (Common Objects in Context)/Image-to-Text Retrieval/Recall@10 COCO (Common Objects in Context)/Image-to-Text Retrieval/Recall@5 COCO (Common Objects in Context)/Instance Segmentation/AP 0.5 COCO (Common Objects in Context)/Interactive Segmentation/Instance Average IoU COCO (Common Objects in Context)/Knowledge Distillation/ box AP COCO (Common Objects in Context)/Knowledge Distillation/mAP COCO (Common Objects in Context)/Knowledge Distillation/mask AP COCO (Common Objects in Context)/Multi-Person Pose Estimation/AP COCO (Common Objects in Context)/Multi-Person Pose Estimation/Test AP COCO (Common Objects in Context)/Multi-Person Pose Estimation/Validation AP COCO (Common Objects in Context)/Object Detection/AP 0.5 COCO (Common Objects in Context)/Object Detection/Average Recall COCO (Common Objects in Context)/Object Detection/FPS (V100, b=1)COCO (Common Objects in Context)/Object Detection/GFlops COCO (Common Objects in Context)/Object Detection/MAP COCO (Common Objects in Context)/Object Detection/box AP COCO (Common Objects in Context)/Object Detection/mPC [AP]COCO (Common Objects in Context)/Object Detection/rPC [%]COCO (Common Objects in Context)/Optical Character Recognition (OCR)/AP COCO (Common Objects in Context)/Pose Estimation/AP COCO (Common Objects in Context)/Pose Estimation/AP50 COCO (Common Objects in Context)/Pose Estimation/AP75 COCO (Common Objects in Context)/Pose Estimation/APL COCO (Common Objects in Context)/Pose Estimation/APM COCO (Common Objects in Context)/Pose Estimation/AR COCO (Common Objects in Context)/Pose Estimation/FPS COCO (Common Objects in Context)/Pose Estimation/Test AP COCO (Common Objects in Context)/Pose Estimation/Validation AP COCO (Common Objects in Context)/Quantization/MAP COCO (Common Objects in Context)/Semantic Segmentation/Mean IoU (val)COCO (Common Objects in Context)/Semantic Segmentation/mIoU COCO (Common Objects in Context)/Semi Supervised Learning for Image Captioning/CIDEr COCO (Common Objects in Context)/Text-to-Image Generation/FID COCO (Common Objects in Context)/Text-to-Image Generation/FID-1 COCO (Common Objects in Context)/Text-to-Image Generation/FID-2 COCO (Common Objects in Context)/Text-to-Image Generation/FID-4 COCO (Common Objects in Context)/Text-to-Image Generation/FID-8 COCO (Common Objects in Context)/Text-to-Image Generation/Inception score COCO (Common Objects in Context)/Text-to-Image Generation/SOA-C COCO (Common Objects in Context)/Text-to-Image Generation/Zero shot FID COCO (Common Objects in Context)/Unsupervised Semantic Segmentation/Mean IoU (val)COCO 0.5% labeled data/2D Object Detection/mAP COCO 0.5% labeled data/Semi-Supervised Object Detection/mAP COCO 1% labeled data/1 Image, 2*2 Stitchi/Person Keypoint AP COCO 1% labeled data/2D Human Pose Estimation/Person Keypoint AP COCO 1% labeled data/2D Object Detection/mAP COCO 1% labeled data/3D/Person Keypoint AP COCO 1% labeled data/Instance Segmentation/Person Mask AP COCO 1% labeled data/Multi-Person Pose Estimation/Person Keypoint AP COCO 1% labeled data/Pose Estimation/Person Keypoint AP COCO 1% labeled data/Semi-Supervised Instance Segmentation/mask AP COCO 1% labeled data/Semi-Supervised Object Detection/mAP COCO 1/128 labeled/10-shot image generation/Validation mIoU COCO 1/128 labeled/Semantic Segmentation/Validation mIoU COCO 1/256 labeled/10-shot image generation/Validation mIoU COCO 1/256 labeled/Semantic Segmentation/Validation mIoU COCO 1/32 labeled/10-shot image generation/Validation mIoU COCO 1/32 labeled/Semantic Segmentation/Validation mIoU COCO 1/512 labeled/10-shot image generation/Validation mIoU COCO 1/512 labeled/Semantic Segmentation/Validation mIoU COCO 1/64 labeled/10-shot image generation/Validation mIoU COCO 1/64 labeled/Semantic Segmentation/Validation mIoU COCO 10% labeled data/2D Object Detection/detector COCO 10% labeled data/2D Object Detection/mAP COCO 10% labeled data/Semi-Supervised Instance Segmentation/mask AP COCO 10% labeled data/Semi-Supervised Object Detection/detector COCO 10% labeled data/Semi-Supervised Object Detection/mAP COCO 100% labeled data/2D Object Detection/mAP COCO 100% labeled data/Semi-Supervised Object Detection/mAP COCO 2% labeled data/2D Object Detection/mAP COCO 2% labeled data/Semi-Supervised Instance Segmentation/mask AP COCO 2% labeled data/Semi-Supervised Object Detection/mAP COCO 2014/Cross-Modal Information Retrieval/Image-to-text R@1 COCO 2014/Cross-Modal Information Retrieval/Image-to-text R@10 COCO 2014/Cross-Modal Information Retrieval/Image-to-text R@5 COCO 2014/Cross-Modal Information Retrieval/Text-to-image R@1 COCO 2014/Cross-Modal Information Retrieval/Text-to-image R@10 COCO 2014/Cross-Modal Information Retrieval/Text-to-image R@5 COCO 2014/Cross-Modal Retrieval/Image-to-text R@1 COCO 2014/Cross-Modal Retrieval/Image-to-text R@10 COCO 2014/Cross-Modal Retrieval/Image-to-text R@5 COCO 2014/Cross-Modal Retrieval/Text-to-image R@1 COCO 2014/Cross-Modal Retrieval/Text-to-image R@10 COCO 2014/Cross-Modal Retrieval/Text-to-image R@5 COCO 2014/Image Retrieval with Multi-Modal Query/Image-to-text R@1 COCO 2014/Image Retrieval with Multi-Modal Query/Image-to-text R@10 COCO 2014/Image Retrieval with Multi-Modal Query/Image-to-text R@5 COCO 2014/Image Retrieval with Multi-Modal Query/Text-to-image R@1 COCO 2014/Image Retrieval with Multi-Modal Query/Text-to-image R@10 COCO 2014/Image Retrieval with Multi-Modal Query/Text-to-image R@5 COCO 2014/Interest Point Detection/MACE COCO 2014/Multi-Label Learning/CF1 COCO 2014/Multi-Label Learning/CP COCO 2014/Multi-Label Learning/CR COCO 2014/Multi-Label Learning/OF1 COCO 2014/Multi-Label Learning/OP COCO 2014/Multi-Label Learning/OR COCO 2014/Multi-Label Learning/mAP COCO 2014 val/10-shot image generation/mIoU COCO 2014 val/Semantic Segmentation/mIoU COCO 2017/16k/AP COCO 2017/16k/AP50 COCO 2017/16k/AP75 COCO 2017/16k/APM COCO 2017/16k/APM50 COCO 2017/16k/APM75 COCO 2017/16k/Mean mAP COCO 2017/16k/mAP COCO 2017/2D Classification/AP COCO 2017/2D Classification/AP50 COCO 2017/2D Classification/AP75 COCO 2017/2D Classification/APM COCO 2017/2D Classification/APM50 COCO 2017/2D Classification/APM75 COCO 2017/2D Classification/Mean mAP COCO 2017/2D Classification/mAP COCO 2017/2D Object Detection/AP COCO 2017/2D Object Detection/AP50 COCO 2017/2D Object Detection/AP75 COCO 2017/2D Object Detection/APM COCO 2017/2D Object Detection/APM50 COCO 2017/2D Object Detection/APM75 COCO 2017/2D Object Detection/Mean mAP COCO 2017/2D Object Detection/mAP COCO 2017/3D/AP COCO 2017/3D/AP50 COCO 2017/3D/AP75 COCO 2017/3D/APM COCO 2017/3D/APM50 COCO 2017/3D/APM75 COCO 2017/3D/Mean mAP COCO 2017/3D/mAP COCO 2017/Few-Shot Object Detection/AP COCO 2017/Object Detection/AP COCO 2017/Object Detection/AP50 COCO 2017/Object Detection/AP75 COCO 2017/Object Detection/APM COCO 2017/Object Detection/APM50 COCO 2017/Object Detection/APM75 COCO 2017/Object Detection/Mean mAP COCO 2017/Object Detection/mAP COCO 2017 (Electronic, Indoor, Kitchen, Furniture)/16k/MAP COCO 2017 (Electronic, Indoor, Kitchen, Furniture)/2D Classification/MAP COCO 2017 (Electronic, Indoor, Kitchen, Furniture)/2D Object Detection/MAP COCO 2017 (Electronic, Indoor, Kitchen, Furniture)/3D/MAP COCO 2017 (Electronic, Indoor, Kitchen, Furniture)/Object Detection/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/16k/A-OSE COCO 2017 (Outdoor, Accessories, Appliance, Truck)/16k/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/16k/Unknown Recall COCO 2017 (Outdoor, Accessories, Appliance, Truck)/16k/WI COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Classification/A-OSE COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Classification/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Classification/Unknown Recall COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Classification/WI COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Object Detection/A-OSE COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Object Detection/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Object Detection/Unknown Recall COCO 2017 (Outdoor, Accessories, Appliance, Truck)/2D Object Detection/WI COCO 2017 (Outdoor, Accessories, Appliance, Truck)/3D/A-OSE COCO 2017 (Outdoor, Accessories, Appliance, Truck)/3D/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/3D/Unknown Recall COCO 2017 (Outdoor, Accessories, Appliance, Truck)/3D/WI COCO 2017 (Outdoor, Accessories, Appliance, Truck)/Object Detection/A-OSE COCO 2017 (Outdoor, Accessories, Appliance, Truck)/Object Detection/MAP COCO 2017 (Outdoor, Accessories, Appliance, Truck)/Object Detection/Unknown Recall COCO 2017 (Outdoor, Accessories, Appliance, Truck)/Object Detection/WI COCO 2017 (Sports, Food)/16k/A-OSE COCO 2017 (Sports, Food)/16k/MAP COCO 2017 (Sports, Food)/16k/Unknown Recall COCO 2017 (Sports, Food)/16k/WI COCO 2017 (Sports, Food)/2D Classification/A-OSE COCO 2017 (Sports, Food)/2D Classification/MAP COCO 2017 (Sports, Food)/2D Classification/Unknown Recall COCO 2017 (Sports, Food)/2D Classification/WI COCO 2017 (Sports, Food)/2D Object Detection/A-OSE COCO 2017 (Sports, Food)/2D Object Detection/MAP COCO 2017 (Sports, Food)/2D Object Detection/Unknown Recall COCO 2017 (Sports, Food)/2D Object Detection/WI COCO 2017 (Sports, Food)/3D/A-OSE COCO 2017 (Sports, Food)/3D/MAP COCO 2017 (Sports, Food)/3D/Unknown Recall COCO 2017 (Sports, Food)/3D/WI COCO 2017 (Sports, Food)/Object Detection/A-OSE COCO 2017 (Sports, Food)/Object Detection/MAP COCO 2017 (Sports, Food)/Object Detection/Unknown Recall COCO 2017 (Sports, Food)/Object Detection/WI COCO 2017 val/1 Image, 2*2 Stitchi/AP COCO 2017 val/1 Image, 2*2 Stitchi/CLIP Score COCO 2017 val/1 Image, 2*2 Stitchi/FID COCO 2017 val/10-shot image generation/CLIP Score COCO 2017 val/10-shot image generation/FID COCO 2017 val/16k/AP COCO 2017 val/16k/AP50 COCO 2017 val/16k/AP75 COCO 2017 val/16k/APL COCO 2017 val/16k/APM COCO 2017 val/16k/APS COCO 2017 val/16k/Param.COCO 2017 val/2D Classification/AP COCO 2017 val/2D Classification/AP50 COCO 2017 val/2D Classification/AP75 COCO 2017 val/2D Classification/APL COCO 2017 val/2D Classification/APM COCO 2017 val/2D Classification/APS COCO 2017 val/2D Classification/Param.COCO 2017 val/2D Object Detection/AP COCO 2017 val/2D Object Detection/AP50 COCO 2017 val/2D Object Detection/AP75 COCO 2017 val/2D Object Detection/APL COCO 2017 val/2D Object Detection/APM COCO 2017 val/2D Object Detection/APS COCO 2017 val/2D Object Detection/Param.COCO 2017 val/3D/AP COCO 2017 val/3D/AP50 COCO 2017 val/3D/AP75 COCO 2017 val/3D/APL COCO 2017 val/3D/APM COCO 2017 val/3D/APS COCO 2017 val/3D/Param.COCO 2017 val/Image Generation/CLIP Score COCO 2017 val/Image Generation/FID COCO 2017 val/Instance Segmentation/AP COCO 2017 val/Instance Segmentation/AP@50 COCO 2017 val/Instance Segmentation/AP@75 COCO 2017 val/Instance Segmentation/mask AP COCO 2017 val/Instance Segmentation/mask AP*COCO 2017 val/Knowledge Distillation/AP@0.5 COCO 2017 val/Knowledge Distillation/AP@0.75 COCO 2017 val/Knowledge Distillation/mAP COCO 2017 val/Object Detection/AP COCO 2017 val/Object Detection/AP50 COCO 2017 val/Object Detection/AP75 COCO 2017 val/Object Detection/APL COCO 2017 val/Object Detection/APM COCO 2017 val/Object Detection/APS COCO 2017 val/Object Detection/Param.COCO 2017 val/Pose Estimation/AP COCO 2017 val/Text-to-Image Generation/CLIP Score COCO 2017 val/Text-to-Image Generation/FID COCO 2017 val/Weakly-supervised instance segmentation/AP COCO 2017 val/Weakly-supervised instance segmentation/AP@50 COCO 2017 val/Weakly-supervised instance segmentation/AP@75 COCO 2017 val/Weakly-supervised instance segmentation/AP@L COCO 2017 val/Weakly-supervised instance segmentation/AP@M COCO 2017 val/Weakly-supervised instance segmentation/AP@S COCO 5% labeled data/2D Object Detection/mAP COCO 5% labeled data/Semi-Supervised Instance Segmentation/mask AP COCO 5% labeled data/Semi-Supervised Object Detection/mAP COCO Captions/Image Captioning/BLEU-1 COCO Captions/Image Captioning/BLEU-2 COCO Captions/Image Captioning/BLEU-3 COCO Captions/Image Captioning/BLEU-4 COCO Captions/Image Captioning/CIDER COCO Captions/Image Captioning/CLIPScore COCO Captions/Image Captioning/METEOR COCO Captions/Image Captioning/ROUGE-L COCO Captions/Image Captioning/SPICE COCO Captions/Text Generation/BLEU-2 COCO Captions/Text Generation/BLEU-3 COCO Captions/Text Generation/BLEU-4 COCO Captions/Text Generation/BLEU-5 COCO Captions test/Image Captioning/BLEU-4 COCO Captions test/Image Captioning/CIDEr COCO Captions test/Image Captioning/METEOR COCO Captions test/Image Captioning/SPICE COCO VOC to non-VOC/16k/AR100 COCO VOC to non-VOC/2D Classification/AR100 COCO VOC to non-VOC/2D Object Detection/AR100 COCO VOC to non-VOC/3D/AR100 COCO VOC to non-VOC/Object Detection/AR100 COCO Visual Question Answering (VQA) abstract 1.0 multiple choice/Visual Question Answering (VQA)/Percentage correct COCO Visual Question Answering (VQA) abstract images 1.0 open ended/Visual Question Answering (VQA)/Percentage correct COCO Visual Question Answering (VQA) real images 1.0 multiple choice/Visual Question Answering (VQA)/Percentage correct COCO Visual Question Answering (VQA) real images 1.0 open ended/Question Answering/Test COCO Visual Question Answering (VQA) real images 1.0 open ended/Question Generation/BLEU-1 COCO Visual Question Answering (VQA) real images 1.0 open ended/Visual Question Answering (VQA)/Percentage correct COCO Visual Question Answering (VQA) real images 2.0 open ended/Visual Question Answering/Percentage correct COCO Visual Question Answering (VQA) real images 2.0 open ended/Visual Question Answering (VQA)/Percentage correct COCO count-test/Object Counting/m-reIRMSE COCO count-test/Object Counting/m-reIRMSE-nz COCO count-test/Object Counting/mRMSE COCO count-test/Object Counting/mRMSE-nz COCO minival/1 Image, 2*2 Stitchi/AP COCO minival/10-shot image generation/AP COCO minival/10-shot image generation/PQ COCO minival/10-shot image generation/PQst COCO minival/10-shot image generation/PQth COCO minival/10-shot image generation/RQ COCO minival/10-shot image generation/RQst COCO minival/10-shot image generation/RQth COCO minival/10-shot image generation/SQ COCO minival/10-shot image generation/SQst COCO minival/10-shot image generation/SQth COCO minival/10-shot image generation/boxAP COCO minival/10-shot image generation/mIoU COCO minival/10-shot image generation/maskAP COCO minival/16k/AP50 COCO minival/16k/AP75 COCO minival/16k/APL COCO minival/16k/APM COCO minival/16k/APS COCO minival/16k/Params (M)COCO minival/16k/box AP COCO minival/2D Classification/AP50 COCO minival/2D Classification/AP75 COCO minival/2D Classification/APL COCO minival/2D Classification/APM COCO minival/2D Classification/APS COCO minival/2D Classification/Params (M)COCO minival/2D Classification/box AP COCO minival/2D Object Detection/AP50 COCO minival/2D Object Detection/AP75 COCO minival/2D Object Detection/APL COCO minival/2D Object Detection/APM COCO minival/2D Object Detection/APS COCO minival/2D Object Detection/Params (M)COCO minival/2D Object Detection/box AP COCO minival/3D/AP COCO minival/3D/AP50 COCO minival/3D/AP75 COCO minival/3D/APL COCO minival/3D/APM COCO minival/3D/APS COCO minival/3D/Params (M)COCO minival/3D/box AP COCO minival/Instance Segmentation/AP50 COCO minival/Instance Segmentation/AP75 COCO minival/Instance Segmentation/APL COCO minival/Instance Segmentation/APM COCO minival/Instance Segmentation/APS COCO minival/Instance Segmentation/GFLOPs COCO minival/Instance Segmentation/Params (M)COCO minival/Instance Segmentation/box AP COCO minival/Instance Segmentation/mask AP COCO minival/Interactive Segmentation/NoC@85 COCO minival/Interactive Segmentation/NoC@90 COCO minival/Multi-Person Pose Estimation/AP COCO minival/Object Detection/AP50 COCO minival/Object Detection/AP75 COCO minival/Object Detection/APL COCO minival/Object Detection/APM COCO minival/Object Detection/APS COCO minival/Object Detection/Params (M)COCO minival/Object Detection/box AP COCO minival/Panoptic Segmentation/AP COCO minival/Panoptic Segmentation/PQ COCO minival/Panoptic Segmentation/PQst COCO minival/Panoptic Segmentation/PQth COCO minival/Panoptic Segmentation/RQ COCO minival/Panoptic Segmentation/RQst COCO minival/Panoptic Segmentation/RQth COCO minival/Panoptic Segmentation/SQ COCO minival/Panoptic Segmentation/SQst COCO minival/Panoptic Segmentation/SQth COCO minival/Panoptic Segmentation/boxAP COCO minival/Panoptic Segmentation/mIoU COCO minival/Panoptic Segmentation/maskAP COCO minival/Pose Estimation/AP COCO minival/Semantic Segmentation/AP COCO minival/Semantic Segmentation/PQ COCO minival/Semantic Segmentation/PQst COCO minival/Semantic Segmentation/PQth COCO minival/Semantic Segmentation/RQ COCO minival/Semantic Segmentation/RQst COCO minival/Semantic Segmentation/RQth COCO minival/Semantic Segmentation/SQ COCO minival/Semantic Segmentation/SQst COCO minival/Semantic Segmentation/SQth COCO minival/Semantic Segmentation/boxAP COCO minival/Semantic Segmentation/mIoU COCO minival/Semantic Segmentation/maskAP COCO panoptic/10-shot image generation/PQ COCO panoptic/10-shot image generation/PQst COCO panoptic/10-shot image generation/PQth COCO panoptic/Panoptic Segmentation/PQ COCO panoptic/Panoptic Segmentation/PQst COCO panoptic/Panoptic Segmentation/PQth COCO panoptic/Semantic Segmentation/PQ COCO panoptic/Semantic Segmentation/PQst COCO panoptic/Semantic Segmentation/PQth COCO test-challenge/1 Image, 2*2 Stitchi/AP COCO test-challenge/1 Image, 2*2 Stitchi/AP50 COCO test-challenge/1 Image, 2*2 Stitchi/AP75 COCO test-challenge/1 Image, 2*2 Stitchi/APL COCO test-challenge/1 Image, 2*2 Stitchi/AR COCO test-challenge/1 Image, 2*2 Stitchi/AR50 COCO 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Segmentation/AP75 COCO val2017/Unsupervised Instance Segmentation/AR100 COCO val2017/Unsupervised Panoptic Segmentation/PQ COCO val2017/Unsupervised Panoptic Segmentation/RQ COCO val2017/Unsupervised Panoptic Segmentation/SQ COCO val2017/Unsupervised Zero-Shot Panoptic Segmentation/PQ COCO val2017/Unsupervised Zero-Shot Panoptic Segmentation/RQ COCO val2017/Unsupervised Zero-Shot Panoptic Segmentation/SQ COCO+/16k/mAR (COCO+ XS)COCO+/2D Classification/mAR (COCO+ XS)COCO+/2D Object Detection/mAR (COCO+ XS)COCO+/3D/mAR (COCO+ XS)COCO+/Object Detection/mAR (COCO+ XS)COCO-20i (1-shot)/Few-Shot Learning/FB-IoU COCO-20i (1-shot)/Few-Shot Learning/Mean Base and Novel COCO-20i (1-shot)/Few-Shot Learning/Mean IoU COCO-20i (1-shot)/Few-Shot Learning/learnable parameters (million)COCO-20i (1-shot)/Few-Shot Semantic Segmentation/FB-IoU COCO-20i (1-shot)/Few-Shot Semantic Segmentation/Mean Base and Novel COCO-20i (1-shot)/Few-Shot Semantic Segmentation/Mean IoU COCO-20i (1-shot)/Few-Shot Semantic Segmentation/learnable parameters (million)COCO-20i (1-shot)/Meta-Learning/FB-IoU COCO-20i (1-shot)/Meta-Learning/Mean Base and Novel COCO-20i (1-shot)/Meta-Learning/Mean IoU COCO-20i (1-shot)/Meta-Learning/learnable parameters (million)COCO-20i (10-shot)/Few-Shot Learning/Mean IoU COCO-20i (10-shot)/Few-Shot Semantic Segmentation/Mean IoU COCO-20i (10-shot)/Meta-Learning/Mean IoU COCO-20i (2-way 1-shot)/Few-Shot Learning/mIoU COCO-20i (2-way 1-shot)/Few-Shot Semantic Segmentation/mIoU COCO-20i (2-way 1-shot)/Meta-Learning/mIoU COCO-20i (5-shot)/Few-Shot Learning/FB-IoU COCO-20i (5-shot)/Few-Shot Learning/Mean Base and Novel COCO-20i (5-shot)/Few-Shot Learning/Mean IoU COCO-20i (5-shot)/Few-Shot Learning/learnable parameters (million)COCO-20i (5-shot)/Few-Shot Semantic Segmentation/FB-IoU COCO-20i (5-shot)/Few-Shot Semantic Segmentation/Mean Base and Novel COCO-20i (5-shot)/Few-Shot Semantic Segmentation/Mean IoU COCO-20i (5-shot)/Few-Shot Semantic Segmentation/learnable parameters (million)COCO-20i (5-shot)/Meta-Learning/FB-IoU COCO-20i (5-shot)/Meta-Learning/Mean Base and Novel COCO-20i (5-shot)/Meta-Learning/Mean IoU COCO-20i (5-shot)/Meta-Learning/learnable parameters (million)COCO-20i -> Pascal VOC (1-shot)/Few-Shot Learning/Mean IoU COCO-20i -> Pascal VOC (1-shot)/Few-Shot Semantic Segmentation/Mean IoU COCO-20i -> Pascal VOC (1-shot)/Meta-Learning/Mean IoU COCO-20i -> Pascal VOC (5-shot)/Few-Shot Learning/Mean IoU COCO-20i -> Pascal VOC (5-shot)/Few-Shot Semantic Segmentation/Mean IoU COCO-20i -> Pascal VOC (5-shot)/Meta-Learning/Mean IoU COCO-All/10-shot image generation/mIoU COCO-All/Semantic Segmentation/mIoU COCO-All/Unsupervised Semantic Segmentation/mIoU COCO-Animals/Conditional Image Generation/FID COCO-Animals/Conditional Image Generation/IS COCO-Animals/Image Generation/FID COCO-Animals/Image Generation/IS COCO-CN/Image Retrieval/R@1 COCO-CN/Image Retrieval/R@10 COCO-CN/Image Retrieval/R@5 COCO-MIG/1 Image, 2*2 Stitchi/instance success rate COCO-MIG/1 Image, 2*2 Stitchi/mIoU COCO-MIG/10-shot image generation/instance success rate COCO-MIG/10-shot image generation/mIoU COCO-MIG/Image Generation/instance success rate COCO-MIG/Image Generation/mIoU COCO-MIG/Text-to-Image Generation/instance success rate COCO-MIG/Text-to-Image Generation/mIoU COCO-MLT/Few-Shot Image Classification/Average mAP COCO-MLT/Generalized Few-Shot Classification/Average mAP COCO-MLT/Generalized Few-Shot Learning/Average mAP COCO-MLT/Image Classification/Average mAP COCO-MLT/Long-tail Learning/Average mAP COCO-MLT/Zero-Shot Learning/Average mAP COCO-Mix/16k/unknown F1 score COCO-Mix/16k/unknown-AP COCO-Mix/2D Classification/unknown F1 score COCO-Mix/2D Classification/unknown-AP COCO-Mix/2D Object Detection/unknown F1 score COCO-Mix/2D Object Detection/unknown-AP COCO-Mix/3D/unknown F1 score COCO-Mix/3D/unknown-AP COCO-Mix/Object Detection/unknown F1 score COCO-Mix/Object Detection/unknown-AP COCO-N Medium/Instance Segmentation/mIOU COCO-Noisy/Cross-Modal Information Retrieval/Image-to-text R@1 COCO-Noisy/Cross-Modal Information Retrieval/Image-to-text R@10 COCO-Noisy/Cross-Modal Information Retrieval/Image-to-text R@5 COCO-Noisy/Cross-Modal Information Retrieval/R-Sum COCO-Noisy/Cross-Modal Information Retrieval/Text-to-image R@1 COCO-Noisy/Cross-Modal Information Retrieval/Text-to-image R@10 COCO-Noisy/Cross-Modal Information Retrieval/Text-to-image R@5 COCO-Noisy/Cross-Modal Retrieval/Image-to-text R@1 COCO-Noisy/Cross-Modal Retrieval/Image-to-text R@10 COCO-Noisy/Cross-Modal Retrieval/Image-to-text R@5 COCO-Noisy/Cross-Modal Retrieval/R-Sum COCO-Noisy/Cross-Modal Retrieval/Text-to-image R@1 COCO-Noisy/Cross-Modal Retrieval/Text-to-image R@10 COCO-Noisy/Cross-Modal Retrieval/Text-to-image R@5 COCO-Noisy/Image Retrieval with Multi-Modal Query/Image-to-text R@1 COCO-Noisy/Image Retrieval with Multi-Modal Query/Image-to-text R@10 COCO-Noisy/Image Retrieval with Multi-Modal Query/Image-to-text R@5 COCO-Noisy/Image Retrieval with Multi-Modal Query/R-Sum COCO-Noisy/Image Retrieval with Multi-Modal Query/Text-to-image R@1 COCO-Noisy/Image Retrieval with Multi-Modal Query/Text-to-image R@10 COCO-Noisy/Image Retrieval with Multi-Modal Query/Text-to-image R@5 COCO-O/16k/Average mAP COCO-O/16k/Effective Robustness COCO-O/2D Classification/Average mAP COCO-O/2D Classification/Effective Robustness COCO-O/2D Object Detection/Average mAP COCO-O/2D Object Detection/Effective Robustness COCO-O/3D/Average mAP COCO-O/3D/Effective Robustness COCO-O/Object Detection/Average mAP COCO-O/Object Detection/Effective Robustness COCO-OOC/Anomaly Detection/AUC COCO-OOD/16k/unknown F1 score COCO-OOD/16k/unknown-AP COCO-OOD/2D Classification/unknown F1 score COCO-OOD/2D Classification/unknown-AP COCO-OOD/2D Object Detection/unknown F1 score COCO-OOD/2D Object Detection/unknown-AP COCO-OOD/3D/unknown F1 score COCO-OOD/3D/unknown-AP COCO-OOD/Object Detection/unknown F1 score COCO-OOD/Object Detection/unknown-AP COCO-Object/10-shot image generation/mIoU COCO-Object/Semantic Segmentation/mIoU COCO-Object/Unsupervised Semantic Segmentation/mIoU COCO-Persons/10-shot image generation/Pixel Accuracy COCO-Persons/Semantic Segmentation/Pixel Accuracy COCO-Persons/Unsupervised Semantic Segmentation/Pixel Accuracy COCO-SP/Node Classification/macro F1 COCO-Stuff/10-shot image generation/F.W. IU COCO-Stuff/10-shot image generation/Frame (fps)COCO-Stuff/10-shot image generation/Per-Class Accuracy COCO-Stuff/10-shot image generation/Pixel Accuracy COCO-Stuff/10-shot image generation/mIoU COCO-Stuff/Semantic Segmentation/F.W. IU COCO-Stuff/Semantic Segmentation/Frame (fps)COCO-Stuff/Semantic Segmentation/Per-Class Accuracy COCO-Stuff/Semantic Segmentation/Pixel Accuracy COCO-Stuff/Semantic Segmentation/mIoU COCO-Stuff/Sketch-to-Image Translation/FID COCO-Stuff/Sketch-to-Image Translation/FID-C COCO-Stuff/Zero-Shot Semantic Segmentation/Inductive Setting hIoU COCO-Stuff/Zero-Shot Semantic Segmentation/Transductive Setting hIoU COCO-Stuff 128x128/Image Generation/FID COCO-Stuff 128x128/Image Generation/Inception Score COCO-Stuff 128x128/Image Generation/SceneFID COCO-Stuff 256x256/Image Generation/FID COCO-Stuff 256x256/Image Generation/Inception Score COCO-Stuff 256x256/Image Generation/LPIPS COCO-Stuff 64x64/Image Generation/FID COCO-Stuff 64x64/Image Generation/Inception Score COCO-Stuff Labels-to-Photos/1 Image, 2*2 Stitching/Accuracy COCO-Stuff Labels-to-Photos/1 Image, 2*2 Stitching/FID COCO-Stuff Labels-to-Photos/1 Image, 2*2 Stitching/LPIPS COCO-Stuff Labels-to-Photos/1 Image, 2*2 Stitching/mIoU COCO-Stuff Labels-to-Photos/Image Generation/Accuracy COCO-Stuff Labels-to-Photos/Image Generation/FID COCO-Stuff Labels-to-Photos/Image Generation/LPIPS COCO-Stuff Labels-to-Photos/Image Generation/mIoU COCO-Stuff Labels-to-Photos/Image-to-Image Translation/Accuracy COCO-Stuff Labels-to-Photos/Image-to-Image Translation/FID COCO-Stuff Labels-to-Photos/Image-to-Image Translation/LPIPS COCO-Stuff Labels-to-Photos/Image-to-Image Translation/mIoU COCO-Stuff full/10-shot image generation/Mean IoU (class)COCO-Stuff full/Semantic Segmentation/Mean IoU (class)COCO-Stuff test/10-shot image generation/mIoU COCO-Stuff test/Semantic Segmentation/mIoU COCO-Stuff val/10-shot image generation/mIoU COCO-Stuff val/Semantic Segmentation/mIoU COCO-Stuff-15/10-shot image generation/Pixel Accuracy COCO-Stuff-15/Semantic Segmentation/Pixel Accuracy COCO-Stuff-15/Unsupervised Semantic Segmentation/Pixel Accuracy COCO-Stuff-171/10-shot image generation/Pixel Accuracy COCO-Stuff-171/10-shot image generation/mIoU COCO-Stuff-171/Open Vocabulary Semantic Segmentation/HIoU COCO-Stuff-171/Open Vocabulary Semantic Segmentation/mIoU COCO-Stuff-171/Semantic Segmentation/Pixel Accuracy COCO-Stuff-171/Semantic Segmentation/mIoU COCO-Stuff-171/Unsupervised Semantic Segmentation/Pixel Accuracy COCO-Stuff-171/Unsupervised Semantic Segmentation/mIoU COCO-Stuff-27/10-shot image generation/Clustering [Accuracy]COCO-Stuff-27/10-shot image generation/Clustering [mIoU]COCO-Stuff-27/10-shot image generation/Linear Classifier [Accuracy]COCO-Stuff-27/10-shot image generation/Linear Classifier [mIoU]COCO-Stuff-27/10-shot image generation/Pixel Accuracy COCO-Stuff-27/10-shot image generation/mIoU COCO-Stuff-27/10-shot image generation/pixel accuracy COCO-Stuff-27/Semantic Segmentation/Clustering [Accuracy]COCO-Stuff-27/Semantic Segmentation/Clustering [mIoU]COCO-Stuff-27/Semantic Segmentation/Linear Classifier [Accuracy]COCO-Stuff-27/Semantic Segmentation/Linear Classifier [mIoU]COCO-Stuff-27/Semantic Segmentation/Pixel Accuracy COCO-Stuff-27/Semantic Segmentation/mIoU COCO-Stuff-27/Semantic Segmentation/pixel accuracy COCO-Stuff-27/Unsupervised Semantic Segmentation/Clustering [Accuracy]COCO-Stuff-27/Unsupervised Semantic Segmentation/Clustering [mIoU]COCO-Stuff-27/Unsupervised Semantic Segmentation/Linear Classifier [Accuracy]COCO-Stuff-27/Unsupervised Semantic Segmentation/Linear Classifier [mIoU]COCO-Stuff-27/Unsupervised Semantic Segmentation/mIoU COCO-Stuff-27/Unsupervised Semantic Segmentation/pixel accuracy COCO-Stuff-3/10-shot image generation/Pixel Accuracy COCO-Stuff-3/Semantic Segmentation/Pixel Accuracy COCO-Stuff-3/Unsupervised Semantic Segmentation/Pixel Accuracy COCO-Stuff-81/10-shot image generation/Pixel Accuracy COCO-Stuff-81/10-shot image generation/mIoU COCO-Stuff-81/Semantic Segmentation/Pixel Accuracy COCO-Stuff-81/Semantic Segmentation/mIoU COCO-Stuff-81/Unsupervised Semantic Segmentation/Pixel Accuracy COCO-Stuff-81/Unsupervised Semantic Segmentation/mIoU COCO-Text/2D Semantic Segmentation/1:1 Accuracy COCO-Text/Scene Parsing/1:1 Accuracy COCO-Text/Scene Text Detection/F-Measure COCO-Text/Scene Text Detection/Precision COCO-Text/Scene Text Detection/Recall COCO-Text/Scene Text Recognition/1:1 Accuracy COCO-WAN/Document Text Classification/mIOU COCO-WAN/Image Classification/mIOU COCO-WholeBody/1 Image, 2*2 Stitchi/keypoint AP COCO-WholeBody/2D Human Pose Estimation/WB COCO-WholeBody/2D Human Pose Estimation/body COCO-WholeBody/2D Human Pose Estimation/face COCO-WholeBody/2D Human Pose Estimation/foot COCO-WholeBody/2D Human Pose Estimation/hand COCO-WholeBody/3D/AP COCO-WholeBody/3D/AP50 COCO-WholeBody/3D/AP75 COCO-WholeBody/3D/APL COCO-WholeBody/3D/APM COCO-WholeBody/3D/keypoint AP COCO-WholeBody/3D Face Modelling/AP COCO-WholeBody/3D Face Modelling/AP50 COCO-WholeBody/3D Face Modelling/AP75 COCO-WholeBody/3D Face Modelling/APL COCO-WholeBody/3D Face Modelling/APM COCO-WholeBody/3D Face Modelling/keypoint AP COCO-WholeBody/3D Face Reconstruction/AP COCO-WholeBody/3D Face Reconstruction/AP50 COCO-WholeBody/3D Face Reconstruction/AP75 COCO-WholeBody/3D Face Reconstruction/APL COCO-WholeBody/3D Face Reconstruction/APM COCO-WholeBody/3D Face Reconstruction/keypoint AP COCO-WholeBody/Face Detection/AP COCO-WholeBody/Face Detection/AP50 COCO-WholeBody/Face Detection/AP75 COCO-WholeBody/Face Detection/APL COCO-WholeBody/Face Detection/APM COCO-WholeBody/Face Reconstruction/AP COCO-WholeBody/Face Reconstruction/AP50 COCO-WholeBody/Face Reconstruction/AP75 COCO-WholeBody/Face Reconstruction/APL COCO-WholeBody/Face Reconstruction/APM COCO-WholeBody/Face Reconstruction/keypoint AP COCO-WholeBody/Facial Landmark Detection/keypoint AP COCO-WholeBody/Facial Recognition and Modelling/AP COCO-WholeBody/Facial Recognition and Modelling/AP50 COCO-WholeBody/Facial Recognition and Modelling/AP75 COCO-WholeBody/Facial Recognition and Modelling/APL COCO-WholeBody/Facial Recognition and Modelling/APM COCO-WholeBody/Facial Recognition and Modelling/keypoint AP COCO-WholeBody/Hand/keypoint AP COCO-WholeBody/Hand Pose Estimation/keypoint AP COCO-WholeBody/Multi-Person Pose Estimation/keypoint AP COCO-WholeBody/Pose Estimation/keypoint AP COCO70/Transfer Learning/Accuracy COCOFake/3D/AUC COCOFake/3D/Accuracy COCOFake/3D Reconstruction/AUC COCOFake/3D Reconstruction/Accuracy COCOFake/3D Shape Reconstruction from Videos/AUC COCOFake/3D Shape Reconstruction from Videos/Accuracy COCOFake/DeepFake Detection/AUC COCOFake/DeepFake Detection/Accuracy COCO_20k/Multi-object discovery/Detection Rate COCO_20k/Object Localization/CorLoc COCO_20k/Single-object discovery/CorLoc CocoGlide/3D Action Recognition/AUC CocoGlide/3D Action Recognition/Balanced Accuracy CocoGlide/Action Localization/AUC CocoGlide/Action Localization/Balanced Accuracy CocoGlide/Action Recognition/AUC CocoGlide/Action Recognition/Balanced Accuracy CocoGlide/Activity Recognition/AUC CocoGlide/Activity Recognition/Balanced Accuracy CocoGlide/Anomaly Detection/AUC CocoGlide/Anomaly Detection/Balanced Accuracy CocoGlide/Image Manipulation Detection/AUC CocoGlide/Image Manipulation Detection/Balanced Accuracy CocoGlide/Image Manipulation Localization/Average Pixel F1(Fixed threshold)CocoGlide/Temporal Action Localization/AUC CocoGlide/Temporal Action Localization/Balanced Accuracy CocoGlide/Video/AUC CocoGlide/Video/Balanced Accuracy CocoGlide/Zero-Shot Learning/AUC CocoGlide/Zero-Shot Learning/Balanced Accuracy coco minval/Instance Segmentation/APL

Statistics

Papers: 0
Benchmarks: 44

Links

Tasks

1 Image, 2*2 Stitchi 10-shot image generation 16k 2D Classification 2D Object Detection 3D Image Generation Image-to-Text Retrieval Instance Segmentation Multi-Person Pose Estimation Object Detection Pose Estimation Semi-Supervised Object Detection Text-to-Image Generation Visual Question Answering (VQA)