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Temporal Action Detection on ActivityNet v1.3 (val)

61.72mAP@0.5

AdaTAD

Updated 2d ago

Evaluation Results

Method
AdaTAD 2023.11	61.72	43.35	10.85	41.93
AdaTAD† 2023.11	60.82	42.69	9.84	41.15
AdaTAD 2023.11	58.45	41.16	10.45	39.79
AdaTAD 2023.11	58.04	40.55	9.75	39.37
AdaTAD 2023.11	57.69	40.56	10.13	39.22
ADI-Diff 2024.04	56.9	38.9	9.1	38.3
AdaTAD 2023.11	56.77	39.35	9.71	38.39
TAGS 2024.04	56.3	36.8	9.6	36.5
AdaTAD 2023.11	56.15	38.99	9.07	37.85
DiffTAD 2024.04	56.1	36.9	9	36.1
ContextLoc 2024.04	56	35.2	3.6	34.2
AdaTAD 2023.11	55.28	38.11	8.87	37.11
Re2TAL 2023.11	54.75	37.81	9.03	36.8
ActionFormer 2024.04	54.7	37.8	8.4	36.6
TriDet 2024.04	54.7	38	8.4	36.8
TriDet 2023.11	54.7	38	8.4	36.8
AOE-Net 2022.10	54.42	35.43	10.35	35.48
TCANet 2021.03	54.33	39.13	8.41	37.56
ActionFormer 2023.11	54.26	37.04	8.13	36.02
ASL 2023.11	54.1	37.4	8	36.2
TALLFormer 2023.11	54.1	36.2	7.9	35.6
PBRNet 2024.04	54	35	9	35
ActionFormer 2023.11	53.5	36.2	8.2	35.6
VSGN 2024.04	53.3	36.8	8.1	35.9
GTAN 2022.10	52.61	34.14	8.91	34.31
GTAN 2021.10	52.6	34.1	8.9	34.3
GTAN 2024.04	52.6	34.1	8.9	34.3
AEI-G 2021.10	52.4	34.5	9.6	34.7
AFSD 2022.07	52.4	35.2	6.5	34.3
AFSD 2022.05	52.4	35.3	6.5	34.4
BMN-CSA 2024.04	52.4	36.2	5.2	35.4
AFSD 2024.04	52.4	35.3	6.5	34.4
AFSD 2023.11	52.4	35.3	6.5	34.4
AEI-B 2021.10	52.3	34.5	9.7	34.7
VSGN 2022.07	52.3	35.2	8.3	34.7
TCANet 2022.07	52.3	36.7	6.9	35.5
AEI-B 2022.10	52.3	34.5	9.7	34.7
TCANet 2024.04	52.3	36.7	6.9	35.5
TCANet 2021.03	52.27	36.73	6.86	35.52
BMN 2021.03	52.24	35.89	8.33	35.28
Self-DETR 2024.04	52.2	33.6	8.4	33.7
TCANet 2021.03	51.91	34.92	7.46	34.43
ABN 2021.10	51.8	34.2	10.3	34.2
DCAN 2021.12	51.78	35.98	9.45	35.39
ABN 2022.10	51.78	34.18	10.29	34.22
STPT 2024.04	51.4	33.7	6.8	33.4
BSN++ 2020.09	51.27	35.7	8.33	34.88
BSN++ 2021.03	51.27	35.7	8.33	34.88
BSN++ 2021.12	51.27	35.7	8.33	34.88
TSI++ 2021.10	51.2	35	6.6	34.2
PlusTAD (Anchor-free) 2022.05	51.2	33.41	7.57	33.12
BasicTAD 2023.11	51.2	33.41	7.57	33.12
TSI++ 2022.10	51.18	35	6.59	34.15
SSTAP 2021.04	50.72	35.28	7.87	34.48
SSTAP 2021.04	50.64	35.12	7.8	34.35
BC-GNN 2024.04	50.6	34.8	9.4	34.3
BC-GNN 2021.04	50.56	34.75	9.37	34.26
BC-GNN 2021.12	50.56	34.75	9.37	34.26
BC-GNN 2022.10	50.56	34.75	9.37	34.26
BC-GNN 2020.08	50.56	34.75	9.37	34.26
Ji et al. 2021.04	50.55	35.01	7.58	34.23
E2E-TAD 2023.11	50.47	35.99	10.33	35.1
GTAD 2021.10	50.4	34.6	9	34.1
G-TAD 2022.07	50.4	34.6	9	34.1
G-TAD 2024.04	50.4	34.6	9	34.1
G-TAD 2019.11	50.36	34.6	9.02	34.09
G-TAD 2020.09	50.36	34.6	9.02	34.09
G-TAD 2021.03	50.36	34.6	9.02	34.09
G-TAD 2021.04	50.36	34.6	9.02	34.09
G-TAD 2021.12	50.36	34.6	9.02	34.09
GTAD 2022.10	50.36	34.6	9.02	34.09
G-TAD 2022.05	50.36	34.6	9.02	34.09
Ji et al. 2021.04	50.24	34.97	7.35	34.13
SSTAP 2021.04	50.14	34.92	7.43	34.01
BMN 2021.10	50.1	34.8	8.3	33.9
BMN 2022.07	50.1	34.8	8.3	33.9
BMN 2024.04	50.1	34.8	8.3	33.9
BMN 2019.07	50.07	34.78	8.29	33.85
BMN 2019.11	50.07	34.78	8.29	33.85
BMN 2020.09	50.07	34.78	8.29	33.85
BMN 2021.03	50.07	34.78	8.29	33.85
BMN 2021.04	50.07	34.78	8.29	33.85
BMN 2021.12	50.07	34.78	8.29	33.85
BMN 2022.10	50.07	34.78	8.29	33.85
BMN 2022.05	50.07	34.78	8.29	33.85
BMN 2023.11	50.07	34.78	8.29	33.85
BMN 2020.08	50.07	34.78	8.29	33.85
SP-TAD 2022.05	50.06	32.92	8.44	32.99
PlusTAD (Anchor-based) 2022.05	50.04	33.79	2.75	32.13
MUSES 2024.04	50	35	6.6	34
BMN 2021.04	49.94	33.73	8.23	33.74
Ji et al. 2021.04	49.82	34.53	7.01	33.52
ReAct 2022.07	49.6	33	8.6	32.6
ReAct 2024.04	49.6	33	8.6	32.6
BMN 2021.04	49.5	33.68	8.15	33.17
TadTr 2022.07	49.1	32.6	8.5	32.3
TadTR 2024.04	49.1	32.6	8.5	32.3
TadTR 2023.11	49.1	32.6	8.5	32.3
TSA-Net 2024.04	48.7	32	9	31.9
PGCN 2022.07	48.3	33.2	3.3	31.1

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