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Temporal Action Detection on ActivityNet 1.3 (test)

38.5Average mAP

DyFADet

Updated 2d ago

Evaluation Results

Method
DyFADet 2024.07	38.5	58.1	39.6	8.4
TriDet 2024.07	36.8	54.7	38	8.4
ActionFormer 2024.07	36.6	54.7	37.8	8.4
TAGS 2022.07	36.5	56.3	36.8	9.6
BMN 2019.07	36.42	-	-	-
Dr2Net 2024.01	36.3	-	-	-
Conventional 2024.01	36.2	-	-	-
ASL 2024.07	36.2	54.1	37.4	8
TAGS 2022.07	35.9	53.7	36.1	9.5
GTAD+CSA 2022.07	35.7	51.8	36.8	8.7
TALLFormer 2024.07	35.6	54.1	36.2	7.9
TCANet 2022.07	35.5	52.2	36.7	6.8
TCANet 2024.07	35.5	52.3	36.7	6.9
Reversible 2024.01	35.4	-	-	-
PBR-Net 2022.07	35	53.9	34.9	8.9
VSGN 2022.07	35	52.3	36	8.3
PBRNet 2024.07	35	54	35	9
TadML 2022.06	34.94	53.15	35.75	7.47
BSN++ 2022.07	34.8	51.2	35.7	8.3
VSGN 2024.07	34.7	52.3	35.2	8.3
TadTR 2024.07	34.6	51.3	35	9.5
TadTR+BMN 2022.06	34.55	50.51	35.35	8.18
AFSD 2022.06	34.4	52.4	35.3	6.5
Conventional 2024.01	34.4	-	-	-
GTAN 2022.07	34.3	52.6	34.1	8.9
BC-GNN 2022.07	34.3	50.6	34.8	9.4
AFSD 2024.07	34.3	52.4	35.2	6.5
ContextLoc 2022.07	34.2	56	35.2	3.5
G-TAD 2022.07	34.1	50.4	34.6	9
G-TAD 2024.07	34.1	50.4	34.6	9
G-TAD 2022.06	34.09	50.36	34.6	9.02
MUSES 2022.07	34	50	34.9	6.5
BMN 2022.07	33.9	50.1	34.8	8.3
BMN 2024.07	33.9	50.1	34.8	8.3
BMN 2022.06	33.85	50.07	34.78	8.29
BSN 2019.07	32.87	-	-	-
BSN 2018.06	32.84	-	-	-
ReAct 2024.07	32.6	49.6	33	8.6
TadTR 2022.06	32.27	49.08	32.58	8.49
Lin et al. 2018.06	32.26	-	-	-
Lin et al. 2019.07	32.26	-	-	-
RTD-Net 2022.07	30.8	47.2	30.7	8.6
RTD-Net 2024.07	30.8	47.2	30.7	8.6
Contextloc 2022.06	30.59	51.24	31.4	2.83
BU-TAL 2022.07	30.1	43.5	33.9	9.2
BSN 2022.06	30.03	56.45	29.96	8.02
Reversible 2024.01	28.3	-	-	-
Zhao et al. 2017.12	28.28	-	-	-
SSN 2018.06	28.28	-	-	-
SSN 2019.07	28.28	-	-	-
SSN 2022.06	28.28	43.26	28.7	5.63
SSN 2017.04	28.28	43.26	28.7	5.63
A2Net 2022.07	27.8	43.6	28.7	3.7
A2Net 2024.07	27.8	43.6	28.7	3.7
A2Net 2022.06	27.75	43.55	28.69	3.7
P-GCN 2022.06	26.99	42.9	28.14	2.47
TAG 2017.03	26.05	40.689	26.017	6.667
Xiong et al. 2017.12	26.05	-	-	-
Temporal Context Network 2017.08	23.58	37.49	23.47	4.47
TCN 2018.06	23.58	-	-	-
CDC 2018.06	22.9	-	-	-
CDC 2019.07	22.9	-	-	-
TAL-Net 2022.06	20.22	38.23	18.3	1.3
TAD 2022.07	20.2	38.2	18.3	1.3
STPN 2017.12	20.07	-	-	-
SCC 2018.06	19.3	-	-	-
Singh et. al. [28] 2017.03	17.83	36.398	11.05	0.14
Oxford 2017.08	17.83	36.4	11.05	0.14
Singh & Cuzzolin 2017.12	17.83	-	-	-
Singh et. al. [42] 2017.04	17.83	36.4	11.05	0.14
Singh et. al. [27] 2017.03	17.68	28.667	17.78	2.88
UMD 2017.08	17.68	28.67	17.78	2.88
Singh et al. 2017.12	17.68	-	-	-
Singh et. al. [41] 2017.04	17.68	28.67	17.78	2.88
UPC 2017.08	14.81	22.37	14.88	4.45
Wang et. al. 2017.03	14.62	42.478	2.88	0.06
QCIS 2017.08	14.62	42.48	2.88	0.06
Wang & Tao 2017.12	14.62	-	-	-
Wang et al. 2018.06	14.62	-	-	-
Wang et. al. [54] 2017.04	14.62	42.48	2.88	0.06
B. Singh et. al. 2019.06	-	28.8	-	-
G. Singh et. al. 2019.06	-	36.4	-	-
Dai et. al. 2019.06	-	37.5	-	-
UPC 2019.06	-	22.3	-	-
Zhao et. al. 2019.06	-	43.3	-	-
Single-stream R-C3D 2019.06	-	26.8	-	-
Single-stream R-C3D 2019.06	-	28.4	-	-
R-C3D 2022.07	-	26.8	-	-
R-C3D 2022.06	-	26.8	-	-