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Few-Shot Object Detection

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하위 태스크: 1
평가표: 10
보존된 평가 기록: 110

Few-Shot Object Detection is a computer vision task that involves detecting objects in images with limited training data. The goal is to train a model on a few examples of each object class and then use the model to detect objects in new images.

평가 결과

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MS-COCO (10-shot)

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 33건

CAMO-FS

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 26건

MS-COCO (30-shot)

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 25건

Artaxor

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 16건

UODD

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 16건

DIOR

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 15건

Clipark1k

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 10건

DeepFish

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 10건

NEU-DET

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection / Cross-Domain Few-Shot Object Detection

평가 기록 10건

LVIS v1.0 val

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 7건

MS-COCO (1-shot)

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 6건

LVIS v1.0 test-dev

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 5건

ODinW-13

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 3건

ODinW-35

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 3건

COCO 2017

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 1건

MS-COCO (5-shot)

원본 태스크: 2D Object Detection / Object Detection / Few-Shot Object Detection

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.