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Papers Benchmarks Datasets Tasks

Zero-shot Object Detection research benchmarks · SOTA2 Research

Zero-shot Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ZSFooD 1.0 (test)

0.87Recall@100

24

Feb 26, 2026

MS-COCO (65/15)

23.5mAP (IoU=0.5)

20

Feb 26, 2026

61.7Recall@100 (IoU=0.5)

16

Feb 26, 2026

LVIS rare V1 (undetected failure samples)

11.55Instance Metric

8

Jun 17, 2026

PASCAL VOC (Unseen)

65.7mAP

6

Feb 26, 2026

Popular datasets

MS-COCO Pascal VOC Food LVIS

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