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Multi-label recognition research benchmarks – Page 2 · SOTA2 Research

Multi-label recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MS-COCO (seen and unseen)

62.5P@3

6

Feb 26, 2026

MS-COCO (unseen)

38.2Precision@3

6

Feb 26, 2026

77.9mAP

6

Feb 26, 2026

MS-COCO 16 novel classes

63.6mAP

5

Feb 26, 2026

DualCoOp + TaI-DPT

81.5IoU@10%

4

Feb 26, 2026

Page 2 of 2

Popular datasets

MS-COCO NUS-WIDE Pascal VOC COCO VG

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