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Papers Benchmarks Datasets Tasks

Open World Object Detection research benchmarks – Page 2 · SOTA2 Research

Open World Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OWOD Evaluation Protocol (VOC + MS-COCO) Task 2 2007 (test)

0.038WI

4

Feb 26, 2026

RS-OWODB Task 4

68.3Known mAP

2

Apr 1, 2026

RS-OWODB Task 3

66Known mAP

2

Apr 1, 2026

RS-OWODB Task 2

65.6Known mAP

2

Apr 1, 2026

RS-OWODB Task 1

67.7Known mAP

2

Apr 1, 2026

DIOR Task 2 (test)

68.2mAP Prev.

2

Feb 26, 2026

DIOR Task 1 (test)

19.9U-Recall

2

Feb 26, 2026

Page 2 of 2

Popular datasets

M-OWODB S-OWODB OWOD RS-OWODB MS-COCO

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