LVIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LVIS Fr2_person sequence v1.0
90.1F1
5
LVIS v1.0 (Fr2_desk sequence)
97.6F1 Score
5
LVIS (val)
57.5R
5
LVIS v1.0 (minival)
29.9mAP50-95
5
LVIS Robust-Seg (test)
75.06Degrade IoU
5
LVIS v1 (test)
81.2mIoU
5
LVIS 1.0 (val)
78.9Box Score
5
LVIS 1203 (minival)
0.575AP Mask
5
LVIS generalization experiment v0.5
20.1mAP
5
LVIS 20k v0.5 (test)
28.85AP
5
LVISdense
11.3AP (Small)
4
LVIS
89.1Human Preference Rate
4
LVIS standard (test)
44.4APr
4
LVIS
25.9AP (All)
4
LVIS
26.11AP (Base-c)
4
LVIS Ambiguous
22.7AP
4
LVIS (val)
37.36Recall
4
LVIS (minival)
71.6AP
4
LVIS-Ground (test)
28.8AR
4
LVIS base categories v1.0 (minival5k train)
60.5AP (All)
4
Standard LVIS
37.2AP
4
LVIS v1.0 (test-dev)
42.5AP
4
LVIS v0.5
24.9AP^mk
4
LVIS mini (val)
39.9AP (Mask)
3
LVIS-92i one-shot
13.7mIoU
3