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Multiview Pedestrian Detection on Wildtrack (test)

93.5MODA

3DROM

Updated 4d ago

Evaluation Results

Method
3DROM 2024.05	93.5	75.9	97.2	96.2	96.7
MVFlow 2022.10	91.9	-	96.4	95.7	-
MVDeTr 2021.09	91.5	82.1	97.4	94	-
MVDeTr 2022.10	91.5	-	97.4	94	-
MVDeTr 2024.05	91.5	82.1	97.4	94	95.7
MVDeTr (ours) 2021.08	91.5	82.1	97.4	94	-
SHOT 2021.09	90.2	76.5	96.1	94	-
SHOT 2022.10	90.2	-	96.1	94	-
SHOT 2024.05	90.2	76.5	96.1	94	95
MVDeTr 2021.08	90.2	81.6	96.9	93.2	-
MVDeTr 2021.08	89.9	81.8	97.7	92.1	-
MVDeTr 2021.08	89.5	81.2	94	95.6	-
MVDet 2021.08	89	75.5	93.5	95.5	-
Volumetric 2024.05	88.6	73.8	95.3	93.2	94.2
MVDet 2020.07	88.2	75.7	94.7	93.6	-
MVDet 2021.09	88.2	75.7	94.7	93.6	-
MVDet 2022.10	88.2	-	94.7	93.6	-
MVDet 2024.05	88.2	75.7	94.7	93.6	94.1
MVDet 2021.08	88.2	75.7	94.7	93.6	-
Proposed Method 2021.09	87.2	74.5	93.8	93.4	-
Proposed Method (DropView) 2021.09	86.7	76.2	95.1	91.4	-
Proposed Method 2021.09	85.4	76.7	95.2	89.9	-
Supervised View-Wise Contribution Weighting 2024.05	78.9	73.6	88.7	90.4	89.5
MVDet (w/o large kernel) 2020.07	76.9	71.6	84.5	93.5	-
Deep-Occlusion 2020.07	74.1	53.8	95	80	-
Deep-Occlusion 2021.09	74.1	53.8	95	80	-
DeepOcclusion 2022.10	74.1	-	95	80	-
DeepOcc. 2024.05	74.1	53.8	95	80	86.9
Deep-Occlusion 2021.08	74.1	53.8	95	80	-
Supervised View-Wise Contribution Weighting 2024.05	73.9	72.4	86.8	87.2	87
MVDet (project results) 2020.07	68.2	71.9	85.9	81.2	-
DeepMCD 2020.07	67.8	64.2	85	82	-
DeepMCD 2021.09	67.8	64.2	85	82	-
DeepMCD 2024.05	67.8	64.2	85	82	83.5
DeepMCD 2021.08	67.8	64.2	85	82	-
Lima et al. 2021.09	56.9	67.3	80.8	74.6	-
Lopez-Cifuentes et al. 2021.09	39	55	-	-	-
MVDet (project images) 2020.07	26.8	45.6	84.2	33	-
POM-CNN 2020.07	23.2	30.5	75	55	-
POM-CNN 2021.09	23.2	30.5	75	55	-
POM-CNN 2024.05	23.2	30.5	75	55	63.5
POM-CNN 2021.08	23.2	30.5	75	55	-
RCNN & clustering 2020.07	11.3	18.4	68	43	-
RCNN Clustering 2021.09	11.3	18.4	68	43	-
RCNN 2024.05	11.3	18.4	68	43	52.7
RCNN & clustering 2021.08	11.3	18.4	68	43	-