Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Object Detection research benchmarks – Page 26 · SOTA2 Research

Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.2AP

13

Feb 26, 2026

OOV-COCO (test)

33.19mAPIV

13

Feb 26, 2026

58.7mAP (IV)

13

Feb 26, 2026

Sim10k to Cityscapes 1.0 (val)

69.9mAP

13

Feb 26, 2026

Comic V→Co (test)

55.6AP (bicycle)

13

Feb 26, 2026

COCO 60 Non-VOC classes 2017 (val)

40.9ARb@100

13

Feb 26, 2026

Driving Scenarios Day Foggy

Style Evolving along Chain-of-Thought

44.9mAP

13

Feb 26, 2026

Driving Scenarios Rainy

Style Evolving along Chain-of-Thought

33.7mAP

13

Feb 26, 2026

Driving Scenarios Dusk

Style Evolving along Chain-of-Thought

49.5mAP

13

Feb 26, 2026

Driving Scenarios Night Sunny

Style Evolving along Chain-of-Thought

52.7mAP

13

Feb 26, 2026

Driving Scenarios Day Clear

Style Evolving along Chain-of-Thought

64.4mAP

13

Feb 26, 2026

39.1mAP (Average)

13

Mar 16, 2026

COCO-OVD (test)

41.9AP50 (Novel)

13

Feb 26, 2026

COCO 5K images (val)

49.1AP

13

Feb 26, 2026

46.5AP

13

Feb 26, 2026

ODinW (Object Detection in the Wild) zero-shot 13 datasets

53.4Average mAP (zero-shot)

13

Feb 27, 2026

COCO closed-vocabulary

56.7AP (Box)

13

Feb 26, 2026

MS COCO 20 novel categories 2017 (val)

19Novel AP @ 10 Shots

13

Feb 26, 2026

Foggy Cityscapes 0.02 1.0

46.9AP (person)

13

Feb 26, 2026

83.2AP@50

13

Feb 26, 2026

36.6mAP@0.5

13

Mar 30, 2026

PASCAL VOC 2012 (train val)

73.4CorLoc

13

Mar 17, 2026

53.5AP

13

Feb 26, 2026

VisDrone 2019 DET (test)

51.1AP50

12

Jun 30, 2026

Pascal VOC Aggregate

68.1Average nAP50

12

Jun 23, 2026

Page 26 of 81

Popular datasets

COCO Pascal VOC MS-COCO Cityscapes VOC

Follow for updates

Join SOTA2 Contact