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Video Instance Segmentation on YouTube-VIS (val)

47.6AP

Propose-Reduce

Updated 4d ago

Evaluation Results

Method
Propose-Reduce 2021.03	47.6	71.6	51.8	46.3	56	-
MaskProp 2021.03	46.6	-	51.2	44	52.6	-
EnsembleVIS 2021.03	44.8	-	48.9	42.7	51.7	-
MaskProp 2021.03	44.7	-	-	-	-	-
MaskProp 2021.03	44.3	-	48.3	-	-	-
Propose-Reduce 2021.03	43.8	65.5	47.4	43	53.2	-
MaskProp 2021.04	42.5	-	45.6	-	-	-
Propose-Reduce 2021.03	40.4	63	43.8	41.1	49.7	-
MaskProp 2021.04	40	-	42.9	-	-	-
PCAN 2021.06	37.6	57.2	41.3	37.2	43.9	-
STMask (ada) 2021.04	36.8	56.8	38	34.8	41.8	-
SG-Net 2021.03	36.3	57.1	39.6	35.9	43	-
STMask (ali) 2021.04	36.3	55.2	39.9	33.7	42	-
STMask* 2021.06	36.3	55.2	39.9	33.7	42	-
SG-Net* 2021.06	36.3	57.1	39.6	35.9	43	-
QueryInst-VIS 2021.05	36.2	56.7	39.7	36.1	42.9	32.3
PCAN 2021.06	36.1	54.9	39.4	36.3	41.6	-
ObjProp 2021.11	36	59.4	39.2	39.1	47.7	-
SipMask 2021.03	35.8	56	39	35.4	42.4	-
VisTr* 2021.06	35.6	56.8	37	35.2	40.2	-
CompFeat 2020.12	35.3	56	38.6	33.1	40.3	-
CompFeat 2021.05	35.3	56	38.6	33.1	40.3	-
VisTR 2021.05	35.3	57	36.2	34.3	40.4	27.7
SipMask++ 2021.04	35	56.1	35.2	36	41.2	-
SG-Net 2021.03	34.8	56.1	36.8	35.8	40.8	-
SG-Net* 2021.06	34.8	56.1	36.8	35.8	40.8	-
STEm-Seg 2021.03	34.6	55.8	37.9	34.4	41.6	-
STEm-Seg 2021.04	34.6	55.8	37.9	34.4	41.6	-
STEm-Seg 2021.03	34.6	55.8	37.9	34.4	41.6	-
STEm-Seg 2020.03	34.6	55.8	37.9	34.4	41.6	-
STEm-Seg 2021.05	34.6	55.8	37.9	34.4	41.6	2.1
QueryInst-VIS 2021.05	34.6	55.8	36.5	35.4	42.4	32.3
VisTR 2021.05	34.4	55.7	36.5	33.5	38.9	30
SipMask 2020.07	33.7	54.1	35.8	35.4	40.1	-
SipMask 2021.03	33.7	54.1	35.8	35.4	40.1	-
SipMask 2021.03	33.7	54.1	35.8	35.4	40.1	-
SipMask-VIS 2021.05	33.7	54.1	35.8	35.4	40.1	30.9
STMask (ada) 2021.04	33.5	52.1	36.9	31.1	39.2	-
STMask* 2021.06	33.5	52.1	36.9	31.1	39.2	-
TraDeS (Ours) 2021.03	32.6	52.6	32.8	-	-	-
SipMask 2020.07	32.5	53	33.3	33.5	38.9	-
SipMask 2020.12	32.5	53	33.3	33.5	38.9	-
SipMask 2021.03	32.5	53	33.3	-	-	-
SipMask++ 2021.04	32.5	53	33.3	33.5	38.9	-
SipMask 2021.06	32.5	53	33.3	33.5	38.9	-
SipMask 2021.07	32.5	-	-	-	-	-
SipMask 2021.11	32.5	53	33.3	33.5	38.9	-
SipMask-VIS 2021.05	32.5	53	33.3	33.5	38.9	30.9
MaskTrack R-CNN + BCNet 2022.08	32.4	53.9	34	33.9	39.1	-
MaskTrack R-CNN 2020.12	32.2	52.1	34.6	31.8	37.2	-
MaskTrack R-CNN 2021.03	31.8	53	33.6	33.2	37.6	-
STEm-Seg 2021.03	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2021.04	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2021.03	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2021.06	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2021.11	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2020.03	30.6	50.7	33.5	31.6	37.1	-
STEm-Seg 2021.05	30.6	50.7	33.5	31.6	37.1	4.4
MaskTrack R-CNN 2019.05	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2020.07	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2020.12	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2021.03	30.3	51.1	32.6	-	-	-
MaskTrack 2021.03	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2021.03	30.3	51.1	32.6	31	35.5	-
MaskTrack 2021.04	30.3	51.1	32.6	31	35.5	-
MaskTrack 2021.03	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2021.06	30.3	51.1	32.6	31	35.5	-
MTRCNN 2021.07	30.3	-	-	-	-	-
MaskTrack R-CNN 2021.11	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2022.08	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2020.03	30.3	51.1	32.6	31	35.5	-
MaskTrack R-CNN 2021.05	30.3	51.1	32.6	31	35.5	22.1
UniTrack 2021.07	30.1	-	-	-	-	-
OSMN 2019.05	27.5	45.1	29.1	28.6	33.1	-
SeqTracker 2019.05	27.5	45.7	28.7	29.7	32.5	-
OSMN 2020.07	27.5	45.1	29.1	28.6	31.1	-
OSMN 2020.12	27.5	45.1	29.1	28.6	33.1	-
SeqTracker 2020.12	27.5	45.7	28.7	29.7	32.5	-
OSMN (track-by-detect) 2021.03	27.5	45.1	29.1	-	-	-
OSMN 2021.03	27.5	45.1	29.1	28.6	31.1	-
SeqTracker 2021.03	27.5	45.7	28.7	29.7	32.5	-
OSMN 2021.04	27.5	45.1	29.1	28.6	33.1	-
OSMN 2021.07	27.5	-	-	-	-	-
OSMN 2020.03	27.5	45.1	29.1	28.6	33.1	-
SeqTracker 2020.03	27.5	45.7	28.7	29.7	32.5	-
FEELVOS 2019.05	26.9	42	29.7	29.9	33.4	-
FEELVOS 2020.07	26.9	42	29.7	29.9	33.4	-
FEELVOS 2021.03	26.9	42	29.7	-	-	-
FEELVOS 2021.03	26.9	42	29.7	29.9	33.4	-
FEELVOS 2021.04	26.9	42	29.7	29.9	33.4	-
FEELVOS 2021.06	26.9	42	29.7	29.9	33.4	-
FEELVOS 2021.07	26.9	-	-	-	-	-
FEELVOS 2022.08	26.9	42	29.7	29.9	33.4	-
FEELVOS 2020.03	26.9	42	29.7	29.9	33.4	-
Our Baseline 2021.03	26.4	43.2	26.8	-	-	-
DeepSORT 2019.05	26.1	42.9	26.1	27.8	31.3	-
DeepSORT 2020.12	26.1	42.9	26.1	27.8	31.3	-
DeepSORT 2021.03	26.1	42.9	26.1	27.8	31.3	-
DeepSORT 2021.03	26.1	42.9	26.1	27.8	31.3	-
DeepSORT 2021.06	26.1	42.9	26.1	27.8	31.3	-

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