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ResearchFormerly WizWand

Action Detection on Charades (test)

30PACPAT
8.1613.8319.525.17Dec 7, 2021Mar 18, 2022Jun 28, 2022Oct 8, 2022Jan 17, 2023Apr 29, 2023Aug 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PATtemporal window size (tau)=20, modality=RGB + Optical Flow2023.083029.229.637.8
PATtemporal window size (tau)=40, modality=RGB + Optical Flow2023.083029.129.436.7
PATtemporal window size (tau)=0, modality=RGB + Optical Flow2023.0828.326.127.232
MS-TCTTemporal window size (τ)=40, Input Modality=RGB + Optical flow2021.1227.918.322.136.4
MS-TCTtemporal window size (tau)=40, modality=RGB + Optical Flow2023.0827.918.322.136.4
MS-TCTTemporal window size (τ)=20, Input Modality=RGB + Optical flow2021.1227.618.422.137.6
MS-TCTtemporal window size (tau)=20, modality=RGB + Optical Flow2023.0827.618.422.137.6
MS-TCTTemporal window size (τ)=0, Input Modality=RGB + Optical flow2021.1226.315.519.530.7
MS-TCTtemporal window size (tau)=0, modality=RGB + Optical Flow2023.0826.315.519.530.7
MLADTemporal window size (τ)=40, Input Modality=RGB + Optical flow2021.1219.6910.834.8
MLADtemporal window size (tau)=40, modality=RGB + Optical Flow2023.0819.6910.834.8
MLADTemporal window size (τ)=0, Input Modality=RGB + Optical flow2021.1219.37.28.928.9
MLADtemporal window size (tau)=0, modality=RGB + Optical Flow2023.0819.37.28.928.9
MLADTemporal window size (τ)=20, Input Modality=RGB + Optical flow2021.1218.98.910.535.7
MLADtemporal window size (tau)=20, modality=RGB + Optical Flow2023.0818.98.910.535.7
I3DTemporal window size (τ)=40, Input Modality=RGB + Optical flow2021.1214.923.120.3
I3Dtemporal window size (tau)=40, modality=RGB + Optical Flow2023.0814.923.120.3
I3DTemporal window size (τ)=0, Input Modality=RGB + Optical flow2021.1214.31.32.115.2
I3Dtemporal window size (tau)=0, modality=RGB + Optical Flow2023.0814.31.32.115.2
I3DTemporal window size (τ)=20, Input Modality=RGB + Optical flow2021.1212.71.92.921.4
I3Dtemporal window size (tau)=20, modality=RGB + Optical Flow2023.0812.71.92.921.4
CFTemporal window size (τ)=40, Input Modality=RGB + Optical flow2021.1210.71.62.421
CFtemporal window size (tau)=40, modality=RGB + Optical Flow2023.0810.71.62.421
CFTemporal window size (τ)=0, Input Modality=RGB + Optical flow2021.1210.311.615.8
CFtemporal window size (tau)=0, modality=RGB + Optical Flow2023.0810.311.615.8
CFTemporal window size (τ)=20, Input Modality=RGB + Optical flow2021.1291.52.222.2
CFtemporal window size (tau)=20, modality=RGB + Optical Flow2023.0891.52.222.2