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Datasets/LVIS

LVIS

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LVIS is a dataset for long tail instance segmentation. It has annotations for over 1000 object categories in 164k images.

Source: LVIS

Related Benchmarks

LVIS v1.0/16k/ box APLVIS v1.0/16k/AP novel-LVIS base trainingLVIS v1.0/16k/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0/2D Classification/ box APLVIS v1.0/2D Classification/AP novel-LVIS base trainingLVIS v1.0/2D Classification/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0/2D Object Detection/ box APLVIS v1.0/2D Object Detection/AP novel-LVIS base trainingLVIS v1.0/2D Object Detection/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0/3D/ box APLVIS v1.0/3D/AP novel-LVIS base trainingLVIS v1.0/3D/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0/Object Detection/ box APLVIS v1.0/Object Detection/AP novel-LVIS base trainingLVIS v1.0/Object Detection/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0/Open Vocabulary Object Detection/AP novel-LVIS base trainingLVIS v1.0/Open Vocabulary Object Detection/AP novel-Unrestricted open-vocabulary trainingLVIS v1.0 minival/16k/APLVIS v1.0 minival/16k/box APLVIS v1.0 minival/2D Classification/APLVIS v1.0 minival/2D Classification/box APLVIS v1.0 minival/2D Object Detection/APLVIS v1.0 minival/2D Object Detection/box APLVIS v1.0 minival/3D/APLVIS v1.0 minival/3D/box APLVIS v1.0 minival/Object Detection/APLVIS v1.0 minival/Object Detection/box APLVIS v1.0 test-dev/16k/APLVIS v1.0 test-dev/16k/AP50LVIS v1.0 test-dev/16k/AP75LVIS v1.0 test-dev/16k/APcLVIS v1.0 test-dev/16k/APfLVIS v1.0 test-dev/16k/APrLVIS v1.0 test-dev/2D Classification/APLVIS v1.0 test-dev/2D Classification/AP50LVIS v1.0 test-dev/2D Classification/AP75LVIS v1.0 test-dev/2D Classification/APcLVIS v1.0 test-dev/2D Classification/APfLVIS v1.0 test-dev/2D Classification/APrLVIS v1.0 test-dev/2D Object Detection/APLVIS v1.0 test-dev/2D Object Detection/AP50LVIS v1.0 test-dev/2D Object Detection/AP75LVIS v1.0 test-dev/2D Object Detection/APcLVIS v1.0 test-dev/2D Object Detection/APfLVIS v1.0 test-dev/2D Object Detection/APrLVIS v1.0 test-dev/3D/APLVIS v1.0 test-dev/3D/AP50LVIS v1.0 test-dev/3D/AP75LVIS v1.0 test-dev/3D/APcLVIS v1.0 test-dev/3D/APfLVIS v1.0 test-dev/3D/APrLVIS v1.0 test-dev/Few-Shot Object Detection/APLVIS v1.0 test-dev/Few-Shot Object Detection/AP50LVIS v1.0 test-dev/Few-Shot Object Detection/AP75LVIS v1.0 test-dev/Few-Shot Object Detection/APcLVIS v1.0 test-dev/Few-Shot Object Detection/APfLVIS v1.0 test-dev/Few-Shot Object Detection/APrLVIS v1.0 test-dev/Instance Segmentation/mask APLVIS v1.0 test-dev/Object Detection/APLVIS v1.0 test-dev/Object Detection/AP50LVIS v1.0 test-dev/Object Detection/AP75LVIS v1.0 test-dev/Object Detection/APcLVIS v1.0 test-dev/Object Detection/APfLVIS v1.0 test-dev/Object Detection/APrLVIS v1.0 val/16k/APLVIS v1.0 val/16k/AP50LVIS v1.0 val/16k/AP75LVIS v1.0 val/16k/APcLVIS v1.0 val/16k/APfLVIS v1.0 val/16k/APrLVIS v1.0 val/16k/box APLVIS v1.0 val/16k/box APrLVIS v1.0 val/2D Classification/APLVIS v1.0 val/2D Classification/AP50LVIS v1.0 val/2D Classification/AP75LVIS v1.0 val/2D Classification/APcLVIS v1.0 val/2D Classification/APfLVIS v1.0 val/2D Classification/APrLVIS v1.0 val/2D Classification/box APLVIS v1.0 val/2D Classification/box APrLVIS v1.0 val/2D Object Detection/APLVIS v1.0 val/2D Object Detection/AP50LVIS v1.0 val/2D Object Detection/AP75LVIS v1.0 val/2D Object Detection/APcLVIS v1.0 val/2D Object Detection/APfLVIS v1.0 val/2D Object Detection/APrLVIS v1.0 val/2D Object Detection/All mAPLVIS v1.0 val/2D Object Detection/Known mAPLVIS v1.0 val/2D Object Detection/Novel mAPLVIS v1.0 val/2D Object Detection/box APLVIS v1.0 val/2D Object Detection/box APrLVIS v1.0 val/2D Object Detection/mAP@0.5:0.95LVIS v1.0 val/3D/APLVIS v1.0 val/3D/AP50LVIS v1.0 val/3D/AP75LVIS v1.0 val/3D/APcLVIS v1.0 val/3D/APfLVIS v1.0 val/3D/APrLVIS v1.0 val/3D/box APLVIS v1.0 val/3D/box APrLVIS v1.0 val/Few-Shot Object Detection/APLVIS v1.0 val/Few-Shot Object Detection/AP50LVIS v1.0 val/Few-Shot Object Detection/AP75LVIS v1.0 val/Few-Shot Object Detection/APcLVIS v1.0 val/Few-Shot Object Detection/APfLVIS v1.0 val/Few-Shot Object Detection/APrLVIS v1.0 val/Instance Segmentation/mask APLVIS v1.0 val/Instance Segmentation/mask APrLVIS v1.0 val/Object Detection/APLVIS v1.0 val/Object Detection/AP50LVIS v1.0 val/Object Detection/AP75LVIS v1.0 val/Object Detection/APcLVIS v1.0 val/Object Detection/APfLVIS v1.0 val/Object Detection/APrLVIS v1.0 val/Object Detection/box APLVIS v1.0 val/Object Detection/box APr

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Tasks

Few-Shot Object DetectionInstance SegmentationLong-tailed Object DetectionNovel Object DetectionObject DetectionOpen Vocabulary Object DetectionUnsupervised Object DetectionZero-Shot Instance SegmentationZero-Shot Object Detection