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 54 · SOTA2 Research

Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.972Precision

6

Feb 26, 2026

Student Behavior

0.897Precision

6

Feb 26, 2026

80.4Precision

6

Feb 26, 2026

0.729Precision

6

Feb 26, 2026

Rail Surface Defect

90.6Precision

6

Feb 26, 2026

Semantic Drone (remaining 100 images)

90.7mAP@50

6

Feb 26, 2026

86.1Precision

6

Feb 26, 2026

TinyPerson (val)

43.6AP50^tiny

6

Feb 26, 2026

49.6mAP50

6

Feb 26, 2026

Cityscapes (C) to PASCAL VOC (P) (test)

65.5mAP

6

Feb 26, 2026

Cityscapes (C) to Sim10K (S) (test)

43.9mAP

6

Feb 26, 2026

Cityscapes (C) to Rainy Cityscapes (R) (test)

53.9mAP

6

Feb 26, 2026

GovLA-10K (test)

MMGrounding-DINO

42mAP

6

Feb 26, 2026

46.08mAP

6

Feb 26, 2026

Lung Nodule Dataset

84.5Precision

6

Feb 26, 2026

0.47mAP

6

Feb 26, 2026

60mAP

6

Feb 26, 2026

DeepFruits 10-shot

65.4mAP

6

Feb 26, 2026

43.9mAP

6

Feb 26, 2026

60.4mAP

6

Feb 26, 2026

DeepFruits 5-shot

65.4mAP

6

Feb 26, 2026

35.1mAP

6

Feb 26, 2026

61.1mAP

6

Feb 26, 2026

DeepFruits 1-shot

63.3mAP

6

Feb 26, 2026

SCUT-CAB Logical (test)

Deformable DETR

0.627mAP

6

Feb 26, 2026

Page 54 of 81

Popular datasets

COCO Pascal VOC MS-COCO Cityscapes VOC

Follow for updates

Join SOTA2 Contact