Results on the val set of the COCO 2017 Stuff Segmentation Challenge: We show results on the val set of the challenge. Please refer to theofficial leaderboardfor results on the test-dev and test-challenge sets. Note that these results are not comparable to other COCO-Stuff results, as the...
This score is competitive with models on the COCO leaderboard from 2016. Using horizontally flipped images and taking the average bumped the scores by 3-5% for this metric. OKS is commonly reported in the literature in terms of AR (average recall) and AP (average precision). It was ...
recent years, COCO is no longer limited by bounding detection tasks. While the leaderboard remains open, the bounding box detection task is not the main challenge; instead, the competition encourages researchers to focus on instance segmentation tasks that are more challenging and visually informative...
4.3. Results on SOTA Detectors To investigate whether the latest developments in the field of object detection have made progress in closing the OOD distortion robustness gap, we collected 53 power- ful detectors based on the COCO Leaderboard and evalu- https://...
in Tanks & Temples leaderboard (until April 1, 2021)(GPU). FrontEnd [STABLE] Support interface run_check to check whether MindSpore is working properly or not. [STABLE] Support saving custom information in checkpoint file. [STABLE] Normal class add mean parameter. [STABLE] Support export YOLO...
Semantic Segmentation [FCN] [DeconvNet] [DeepLabv1 & DeepLabv2] [ParseNet] [DilatedNet] [PSPNet] [DeepLabv3] Biomedical Image Segmentation [CUMedVision1] [CUMedVision2 / DCAN] [U-Net] [CFS-FCN] [U-Net+ResNet] Instance Segmentation ...
BEiT(June 15, 2021): BERT Pre-Training of Image Transformers. BEiT-large achievesstate-of-the-art results on ADE20K(a big jump to 57.0 mIoU) for semantic segmentation. BEiT-large achievesstate-of-the-art ImageNet top-1 accuracy (88.6%) under the setting without extra data other than Imag...
Results on the val set of the COCO 2017 Stuff Segmentation Challenge: We show results on the val set of the challenge. Please refer to theofficial leaderboardfor results on the test-dev and test-challenge sets. Note that these results are not comparable to other COCO-Stuff results, as the...
Results on the val set of the COCO 2017 Stuff Segmentation Challenge: We show results on the val set of the challenge. Please refer to theofficial leaderboardfor results on the test-dev and test-challenge sets. Note that these results are not comparable to other COCO-Stuff results, as the...