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Papers Benchmarks Datasets Tasks

Video Object Detection research benchmarks · SOTA2 Research

Video Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet VID (val)

Location Anticipation

91.3mAP (%)

341

Feb 26, 2026

ImageNet VID v1.0 (val)

93.2AP50

41

Feb 26, 2026

UA-DETRAC (test)

FFAVOD-SpotNet with U-Net

88.1Overall Performance

40

Feb 26, 2026

53.76mAP

18

Feb 26, 2026

Video Object Detection (VOD) Benchmark

Objects Do Not Disappear

13.6mAP

13

May 18, 2026

EPIC KITCHENS (S2 (Unseen))

Location Anticipation

41.7mAP@0.5

13

Feb 26, 2026

EPIC KITCHENS (S1 (Seen))

Location Anticipation

44.9mAP@0.5

13

Feb 26, 2026

53.2AP

6

Feb 26, 2026

80Precision

4

May 18, 2026

YouTube-BoundingBoxes Sparsely annotated

Location Anticipation (L_traj^sa)

59.8mAP

4

Feb 26, 2026

Waymo Open dataset

Location Anticipation (L_traj_sa)

64.53AP (L1)

2

Feb 26, 2026

49mAP

1

May 18, 2026

Popular datasets

ImageNet Epic-Kitchens Waymo Open OVIS UAVDT

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