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Video Object Detection on UA-DETRAC (test)

88.1Overall Performance

FFAVOD-SpotNet with U-Net

Updated 1mo ago

Evaluation Results

Method
FFAVOD-SpotNet with U-Net 2021.09	88.1	97.82	92.84	79.14	91.25	89.55	82.85	91.72
SpotNet with U-Net 2021.09	87.76	97.78	92.57	78.59	90.88	89.28	82.47	91.83
FFAVOD-CenterNet 2021.09	86.85	97.47	92.58	76.51	89.76	89.52	80.8	90.91
SpotNet 2020.02	86.8	97.58	92.57	76.58	89.38	89.53	80.93	91.42
SpotNet 2021.09	86.8	97.58	92.57	76.58	89.38	89.53	80.93	91.42
Joint 2021.09	83.8	-	-	-	-	-	-	-
CenterNet 2020.02	83.48	96.5	90.15	71.46	85.01	88.82	77.78	88.73
CenterNet 2021.09	83.48	96.5	90.15	71.46	85.01	88.82	77.78	88.73
Illuminating 2021.09	80.76	94.56	85.9	69.72	87.19	80.68	71.06	89.74
FG-BR_Net 2020.02	79.96	93.49	83.6	70.78	87.36	78.42	70.5	89.8
FG-BR_Net 2021.09	79.96	93.49	83.6	70.78	87.36	78.42	70.5	89.8
HAT 2020.02	78.64	93.44	83.09	68.04	86.27	78	67.97	88.78
HAT 2021.09	78.64	93.44	83.09	68.04	86.27	78	67.97	88.78
GP-FRCNNm 2020.02	77.96	92.74	82.39	67.22	83.23	77.75	70.17	86.56
GP-FRCNNm 2021.09	77.96	92.74	82.39	67.22	83.23	77.75	70.17	86.56
MMA 2021.09	74.88	-	-	-	-	-	-	-
Global 2021.09	74.04	91.57	81.45	59.43	-	78.5	65.38	83.53
RN-VID 2020.03	70.57	87.5	75.53	58.04	80.69	69.56	56.15	83.6
FFAVOD-RetinaNet 2021.09	70.57	87.5	75.53	58.04	80.69	69.56	56.15	83.6
R-FCN 2020.03	69.87	93.32	75.67	54.31	74.38	75.09	56.21	84.08
R-FCN 2020.02	69.87	93.32	75.67	54.31	74.38	75.09	56.21	84.08
R-FCN 2021.09	69.87	93.32	75.67	54.31	74.38	75.09	56.21	84.08
RN-VGG16 2020.03	69.14	86.82	73.7	56.74	79.88	66.57	55.21	82.09
RetinaNet 2021.09	69.14	86.82	73.7	56.74	79.88	66.57	55.21	82.09
Perceiving Motion 2021.09	69.1	90.49	75.21	53.53	83.66	73.97	56.11	72.15
EB 2020.03	67.96	89.65	73.12	53.64	72.42	73.93	53.4	83.73
EB 2020.02	67.96	89.65	73.12	53.64	72.42	73.93	53.4	83.73
EB 2021.09	67.96	89.65	73.12	53.64	72.42	73.93	53.4	83.73
Faster R-CNN 2020.03	58.45	82.75	63.05	44.25	66.29	69.85	45.16	62.34
Faster R-CNN 2020.02	58.45	82.75	63.05	44.25	66.29	69.85	45.16	62.34
Faster R-CNN 2021.09	58.45	82.75	63.05	44.25	66.29	69.85	45.16	62.34
YOLOv2 2020.03	57.72	83.28	62.25	42.44	57.97	64.53	47.84	69.75
YOLOv2 2020.02	57.72	83.28	62.25	42.44	57.97	64.53	47.84	69.75
YOLOv2 2021.09	57.72	83.28	62.25	42.44	57.97	64.53	47.84	69.75
RN-D 2020.03	54.69	80.98	59.13	39.23	59.88	54.62	41.11	77.53
RN-D 2020.02	54.69	80.98	59.13	39.23	59.88	54.62	41.11	77.53
RN-D 2021.09	54.69	80.98	59.13	39.23	59.88	54.62	41.11	77.53
3D-DETNet 2020.03	53.3	66.66	59.26	43.22	63.3	52.9	44.27	71.26
3D-DETnet 2020.02	53.3	66.66	59.26	43.22	63.3	52.9	44.27	71.26
3D-DETnet 2021.09	53.3	66.66	59.26	43.22	63.3	52.9	44.27	71.26