LVIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LVIS (val)
25.2AP
8
LVIS OOD Natural 11 (10k images)
13.84FID
7
LVIS novel classes v1.0 (val)
8AR@10 (Novel)
7
LVIS novel classes v1.0 (val)
9.4AR@10
7
LVIS-1203 (minival)
64.7APb
7
LVIS COCO to Non-COCO (test)
33.4ARf
7
LVIS Seen LQ-1
76.72IoU
6
LVIS Seen LQ-2
75.49mIoU
6
LVIS Seen LQ-3
73.3IoU
6
LVIS 92i
57.1mIoU
6
LVIS dense v1.0 (val)
7AP Small
6
LVIS small v1.0 (val)
2.2AP
6
LVIS (val)
13.88Mean PSNR
6
LVIS v1
26.5AP (Rare)
6
LVIS
44.6AP
6
LVIS v1.0 (novel and all classes)
26.7mAP (Novel Classes)
6
LVIS all categories v1.0 (minival5k train)
60.5AP (All Categories)
6
LVIS 1203 (val)
53AP Mask
6
LVIS COCO 2017 (val)
42Object Accuracy
6
LVIS v1.0 (test)
78.57mAP (C)
6
LVIS (val)
65.24SS
6
LVIS v1.0 (Resort_2 sequence)
86.7F1 Score
5
LVIS Resort_1 sequence v1.0
95.3F1 Score
5
LVIS Head sequence v1.0
91.3F1 Score
5
LVIS v1.0 (Walk sequence)
96.1F1 Score
5