Our new X account is live! Follow @wizwand_team for updates

Temporal Action Detection on ActivityNet 1.3

62.4mAP@0.5

ActionMamba

Updated 2d ago

Evaluation Results

Method
ActionMamba 2025.05	62.4	43.5	10.2	42
DIGIT 2025.05	62	43.1	11.3	42
AdaTAD 2025.05	61.7	43.4	10.9	41.9
ActionFormer 2025.05	61.5	44.6	12.7	41.2
TE-TAD 2025.05	61.3	41.8	10.9	41.1
TadTR 2025.05	60.2	41	11.2	40.5
DIGIT 2025.05	58.9	43.4	11.4	41.3
Zhu et al. 2024.03	58.1	36.3	6.2	35.2
DyFADet 2025.05	58.1	39.6	8.4	38.5
TadTR 2025.05	57.1	38.8	11	38.2
TriDet 2023.12	56.7	39.3	11.7	38.6
TAGS 2024.03	56.3	36.8	9.6	36.5
ContextLoc 2024.03	56	35.2	3.6	34.2
ViT-TAD 2023.12	55.87	38.47	8.8	37.4
ViT-TAD 2025.05	55.8	38.5	8.8	37.4
Re2TAL 2023.12	55.25	37.86	9.05	37.01
ViT-TAD 2023.12	55.09	37.81	8.75	36.69
Re2TAL 2023.12	54.75	37.81	9.03	36.8
TriDet 2025.05	54.7	38	8.4	36.8
ActionFormer 2025.05	54.7	37.8	8.4	36.6
TriDet 2023.12	54.5	36.8	11.5	36.8
DIGIT 2025.05	54.4	38.2	10.7	37.3
DIGIT 2025.05	54.3	38.4	10.6	37.2
TE-TAD 2025.05	54.2	38.1	10.6	37.1
TALLFormer 2023.12	54.1	36.2	7.9	35.6
TALLFormer 2025.05	54.1	36.2	7.9	35.6
PBRNet 2023.12	53.96	34.97	8.98	35.01
TadTR* 2021.06	53.62	37.52	10.56	36.75
TadTR 2025.05	53.6	37.5	10.6	36.8
ActionFormer 2024.03	53.5	36.2	8.2	35.6
ActionFormer 2023.12	53.5	36.2	8.2	35.6
TadTR* 2021.06	52.83	37.05	10.83	36.11
DualDETR 2024.03	52.6	35	7.8	34.3
DualDETR 2025.05	52.6	35	7.8	34.3
BMN-CSA 2024.03	52.4	36.2	5.2	35.4
VSGN 2024.03	52.4	36	8.4	35.1
AFSD 2024.03	52.4	35.3	6.5	34.4
AFSD 2023.12	52.4	35.3	6.5	34.4
AFSD 2025.05	52.4	35.3	6.5	34.4
AFSD 2021.06	52.38	35.27	6.47	34.39
VSGN 2023.12	52.38	36.01	8.37	35.07
TCA-Net 2024.03	52.3	36.7	6.9	35.5
Self-DETR 2024.03	52.3	33.7	8.4	33.8
Self-DETR 2025.05	52.3	33.7	8.4	33.8
DCAN 2024.03	51.8	36	9.5	35.4
Our Proposed ABN 2022.03	51.78	34.18	10.29	34.22
RCL 2024.03	51.7	35.3	8	34.4
STPT 2023.12	51.4	33.7	6.8	33.4
TadTR* 2021.06	51.29	34.99	9.49	34.64
G-TAD 2021.06	51.26	37.12	9.29	35.81
BMN 2021.06	51.23	36.78	9.5	35.67
TSI++ 2022.03	51.2	35	6.6	34.2
SSTAP 2022.03	50.72	35.28	7.87	34.48
BC-GNN 2024.03	50.6	34.8	9.4	34.3
BC-GNN 2023.12	50.56	34.75	9.37	34.26
BC-GNN 2022.03	50.56	34.75	9.37	34.26
TadTR+BMN 2021.06	50.51	35.35	8.18	34.55
e2e-tadtr 2023.12	50.47	35.99	10.83	35.1
G-TAD 2024.03	50.4	34.6	9	34.1
G-TAD 2021.06	50.36	34.6	9.02	34.09
G-TAD 2023.12	50.36	34.6	9.02	34.09
GTAD 2022.03	50.36	34.6	9.02	34.09
PCG-TAL 2021.06	50.24	35.21	7.84	34.01
BMN 2024.03	50.1	34.8	8.3	33.9
BMN 2021.06	50.07	34.78	8.29	33.85
BMN 2023.12	50.07	34.78	8.29	33.85
BMN 2022.03	50.07	34.78	8.29	33.85
MUSES 2024.03	50	35	6.6	34
ReAct 2024.03	49.6	33	8.6	32.6
ReAct 2023.12	49.6	33	8.6	32.6
ReAct 2025.05	49.6	33	8.6	32.6
TadTR 2024.03	49.1	32.6	8.5	32.3
P-GCN 2021.06	48.26	33.16	3.27	31.11
RTD-Net 2021.06	47.21	30.68	8.61	30.83
RTD-Net 2023.12	47.21	30.68	8.61	30.83
RTD-Net 2024.03	47.2	30.7	8.6	30.8
RTD-Net 2025.05	47.2	30.7	8.6	30.8
BSN 2023.12	46.45	29.96	8.02	30.03
BSN 2022.03	46.45	29.96	8.02	30.03
CDC 2021.06	43.83	25.88	0.21	22.77
CDC 2022.03	43.83	25.88	0.21	22.77
TadTR* 2021.06	43.67	30.58	8.32	29.9
A2Net 2021.06	43.55	28.69	3.7	27.75
TAL-MR 2024.03	43.5	33.9	9.2	30.2
MR 2022.03	43.5	33.9	9.2	30.1
MR 2021.06	43.47	33.91	9.21	30.12
P-GCN 2021.06	42.9	28.14	2.47	26.99
P-GCN 2022.03	42.9	28.1	2.5	27
PCG-TAL 2021.06	42.14	28.34	6.12	27.34
TadTR 2021.06	41.4	28.85	7.86	28.21
SSN 2021.06	39.12	23.48	5.49	23.98
TAL-Net 2021.06	38.23	18.3	1.3	20.22
R-C3D 2021.06	26.8	-	-	-