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SOTA Video Instance Segmentation benchmarks and papers with code | Wizwand
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Video Instance Segmentation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
YouTube-VIS 2019 (val)
CAVIS
AP
69.4
567
2d ago
YouTube-VIS 2021 (val)
CAVIS
AP
65.3
344
2d ago
OVIS (val)
CAVIS
AP
57.1
301
4d ago
YouTube-VIS (val)
Propose-Reduce
AP
47.6
118
4d ago
YouTube-VIS 2019
ViLLa
AP
67.6
75
2d ago
YouTube-VIS 2021
TarVIS
AP
60.2
63
2d ago
YouTube-VIS 2022 (val)
DVIS
AP (long)
44.9
34
4d ago
YTVIS 2019 (test val)
M2F
AP
60.4
28
4d ago
DAVIS 480p 2017 (train-val)
SAMannot
Mean IoU
0.9807
23
4d ago
OVIS
DVIS-off
mAP
49.9
23
2d ago
HQ-YTVIS (test)
VMT
APB
44.8
20
4d ago
YouTube-VIS long videos 2022 (val)
DVIS
AP
45.9
15
4d ago
OVIS 2021 (val)
IDOL
AP
42.6
14
4d ago
YouTube-VIS 2019 (test)
MinVIS
AP
61.6
13
4d ago
YouTube VIS 2021 (test)
tuantng
mAP
54.1
13
4d ago
OVIS (test)
MinVIS
AP
39.4
12
4d ago
OVIS 1.0 (val)
GRAtt-VIS
AP
36.2
11
4d ago
YouTube-VIS (train val)
Mask R-CNN
AP50
78.24
11
4d ago
YouTube-VIS 2019 (Challenge)
UnOVOST
mAP
46.7
9
4d ago
OVIS 56 (val)
TarViS
AP
43.2
8
4d ago
AVISeg (test)
AVISM
FSLA
42.78
7
4d ago
LV-VIS
GLEE-Plus
AP
30.3
7
4d ago
YouTube-VIS (test)
MaskTrack R-CNN
AP
0.323
7
4d ago
LVOS subset (test)
SAMannot
Mean IoU
95.85
6
4d ago
OVIS Sub-Sparse (val)
IDOL + InstMove
AP
18.5
6
4d ago
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