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Temporal Action Detection on THUMOS-14 (test)

80.9mAP@tIoU=0.5

AdaTAD

Updated 2d ago

Evaluation Results

Method
AdaTAD 2023.11	80.9	-	-	89.7	86.7	71	56.1	76.9	-
AdaTAD† 2023.11	79.4	-	-	89.6	85.9	67.6	53.8	75.4	-
AdaTAD 2023.11	78.9	-	-	89.5	85.8	67.3	52.6	74.8	-
AdaTAD 2023.11	78.6	-	-	88.9	85.3	66.9	52.5	74.4	-
AdaTAD 2023.11	76.7	-	-	87.7	84.1	66.4	52.4	73.5	-
ADI-Diff 2024.04	76.5	-	-	84.9	81.5	63	48	70.8	-
AdaTAD 2023.11	75.3	-	-	87	82.4	63.8	49.2	71.5	-
TriDet 2024.04	72.9	-	-	83.6	80.1	62.4	47.4	69.3	-
TriDet 2023.11	72.9	-	-	83.6	80.1	62.4	47.4	69.3	-
DyFADet 2024.07	72.7	-	-	-	-	-	-	69.2	-
ASL 2023.11	71.7	-	-	83.1	79	59.7	45.8	67.9	-
DyFADet* 2024.07	71.7	-	-	-	-	-	-	67.8	-
AdaTAD 2023.11	71.6	-	-	84.5	80.2	60.9	46.9	68.8	-
DiffTAD 2024.04	71.2	-	-	74.9	72.8	62.9	58.5	68	-
ActionFormer 2024.04	71	-	-	82.1	77.8	59.4	43.9	66.8	-
ActionFormer 2023.11	71	-	-	82.1	77.8	59.4	43.9	66.8	-
ActionFormer 2024.07	71	-	-	-	-	-	-	66.8	-
AdaTAD 2023.11	69.4	-	-	81	76.2	59	44.5	66	-
ActionFormer 2023.11	65.2	-	-	78.7	73.3	54.6	39.7	62.3	-
PlusTAD 2022.05	63.5	-	-	75.5	70.8	50.9	37.4	59.6	-
BasicTAD 2023.11	63.5	-	-	75.5	70.8	50.9	37.4	59.6	-
TALLFormer 2023.11	63.2	-	-	76	-	-	34.5	59.2	-
Re2TAL 2023.11	62.4	-	-	77	71.5	49.7	36.3	59.4	-
PlusTAD 2022.05	62	-	-	72.3	68.4	52.4	37	58.4	-
Self-DETR 2024.04	60	-	-	74.6	69.5	47.6	31.8	56.7	-
PlusTAD 2022.05	58.6	-	-	68.4	65	49.2	33.5	54.9	-
PlusTAD 2022.05	57.6	-	-	70.4	65.5	46	33.2	54.5	-
ReAct 2022.07	57.1	-	-	69.2	65	47.8	35.6	55	-
ReAct 2024.04	57.1	-	-	69.2	65	47.8	35.6	55	-
TAGS 2022.07	57	-	-	68.6	63.8	46.3	31.8	52.8	-
TAGS 2024.04	57	-	-	68.6	63.8	46.3	31.8	52.8	-
MUSES 2022.07	56.9	-	-	68.9	64	46.3	31	53.4	-
MUSES 2024.04	56.9	-	-	68.9	64	46.3	31	-	-
STPT 2024.04	56.4	-	-	70.6	65.7	44.6	30.5	53.6	-
TadTR 2022.05	56	-	-	69.4	64.3	46.4	34.9	54.2	-
E2E-TAD 2023.11	56	-	-	69.4	64.3	46.4	34.9	54.2	-
SP-TAD 2022.05	55.9	-	-	69.2	63.3	45.7	33.4	53.5	-
AFSD 2021.07	55.5	-	-	67.3	62.4	43.7	31.1	-	-
AFSD 2022.07	55.5	-	-	67.3	62.4	43.7	31.1	52	-
AFSD 2022.05	55.5	-	-	67.3	62.4	43.7	31.1	52	-
AFSD 2024.04	55.5	-	-	67.3	62.4	43.7	31.1	52	-
AFSD 2023.11	55.5	-	-	67.3	62.4	43.7	31.1	52	-
DaoTAD 2022.05	54.4	-	-	63.2	59.7	45.6	32.2	51	-
ContextLoc 2022.07	54.3	-	-	68.3	63.8	41.8	26.2	50.9	-
ContextLoc 2022.07	54.3	-	-	68.3	63.8	41.8	26.2	-	-
ContextLoc 2024.04	54.3	-	-	68.3	63.8	41.8	26.2	50.9	-
DCAN 2021.12	54.1	-	-	68.2	62.7	43.9	32.6	-	-
DCAN 2022.05	54.1	-	-	68.2	62.7	43.9	32.6	52.3	-
DaoTAD 2021.07	53.8	-	-	62.8	59.5	43.6	30.1	-	-
DaoTAD 2022.05	53.8	-	-	62.8	59.5	43.6	30.1	50	-
P-GCN 2024.04	53.5	-	-	69.1	63.3	40.5	26	50.5	-
MLTPN 2021.07	53.3	-	-	66	62.6	37	21.1	-	-
VSGN 2022.07	52.4	-	-	66.7	60.4	41	30.4	50.2	-
VSGN 2022.07	52.4	-	-	66.7	60.4	41	30.4	50.1	-
VSGN 2024.04	52.4	-	-	66.7	60.4	41	30.4	50.2	-
C-TCN 2021.07	52.1	-	-	68	62.3	-	-	-	-
AEI-B 2021.10	52.1	-	-	67.3	60.6	37.8	22.4	-	-
AEI-G 2021.10	52	-	-	67.6	60.4	37.9	22.3	-	-
RTD-Net 2022.07	51.9	-	-	68.3	62.3	38.8	23.7	49	-
RTD-Net 2022.07	51.9	-	-	68.3	62.3	38.8	23.7	-	-
RTD-Net 2024.04	51.9	-	-	68.3	62.3	38.8	23.7	49	-
G-TAD 2021.07	51.6	-	-	66.4	60.4	37.6	22.9	-	-
GTAD 2021.10	51.6	-	-	66.4	60.4	37.6	22.9	-	-
GTAD+PGCN 2022.07	51.6	-	-	66.4	60.4	37.6	22.9	47.8	-
GTAD 2022.10	51.6	-	-	66.4	60.4	37.6	22.9	47.78	-
G-TAD 2022.05	51.6	-	-	66.4	60.4	37.6	22.9	47.8	-
PBRNet 2021.07	51.3	-	-	58.5	54.6	41.8	29.5	-	-
PBR-Net 2022.07	51.3	-	-	58.5	54.6	41.8	29.5	-	-
PBRNet 2022.05	51.3	-	-	58.5	54.6	41.8	29.5	47.1	-
PBRNet 2024.04	51.3	-	-	58.5	54.6	41.8	29.5	-	-
AOE-Net 2022.10	50.9	-	-	67.1	60.6	37.4	23.5	47.89	-
MR 2022.10	50.1	-	-	66.29	60.99	-	-	-	-
CSA+BMN 2022.07	49.2	-	-	64.4	58	38.2	27.8	47.5	-
TadTr 2022.07	49.2	-	-	62.4	57.4	37.8	26.3	46.6	-
BMN-CSA 2024.04	49.2	-	-	64.4	58	38.2	27.8	47.7	-
TadTR 2024.04	49.2	-	-	62.4	57.4	37.8	26.3	46.6	-
TadTR 2023.11	49.2	-	-	62.4	57.4	37.8	26.3	46.6	-
GCNs 2021.07	49.1	-	-	63.6	57.8	-	-	-	-
BSN 2021.10	49.1	-	-	63.6	57.8	-	-	-	-
P-GCN 2022.07	49.1	-	-	63.6	57.8	-	-	-	-
BSN 2022.10	49.1	-	-	63.6	57.8	-	-	-	-
AOE-Net 2022.10	48.4	-	-	63.4	57.3	38.8	25.8	46.74	-
TSA-Net 2024.04	46.9	-	-	61.2	55.9	36.1	25.2	45.1	-
TAGS 2022.07	46.5	-	-	61.4	52.9	38.1	27	44	-
PointTAD 2022.10	46.2	-	-	62.6	55.9	35.3	22.8	44.6	-
ABN 2022.03	46.12	-	-	59.87	53.95	37.04	25.56	-	-
ABN 2022.10	46.1	-	-	59.9	54	37	25.6	44.51	-
A2Net 2021.07	45.5	-	-	58.6	54.1	32.5	17.2	-	-
A2Net 2022.07	45.5	-	-	58.6	54.1	32.5	17.2	41.6	-
A2Net 2022.07	45.5	-	-	58.6	54.1	32.5	17.2	41.6	-
A2Net 2022.05	45.5	-	-	58.6	54.1	32.5	17.2	41.6	-
A2Net 2024.04	45.5	-	-	58.6	54.1	32.5	17.2	41.6	-
IntraC InterC 2021.07	45.4	-	-	53.9	50.7	38	28.5	-	-
MR 2021.10	45.4	-	-	53.9	50.7	38	28.5	-	-
BU-TAL 2022.07	45.4	-	-	53.9	50.7	38	28.5	43.3	-
BU-TAL 2022.10	45.4	-	-	53.9	50.7	38	28.5	43.3	-
TAL-MR 2024.04	45.4	-	-	53.9	50.7	38	28.5	43.3	-
RTD 2022.10	45.1	-	-	58.5	53.1	36.4	25	43.62	-
RTD + UNet 2022.10	45.1	-	-	58.5	53.1	36.4	25	43.6	-
RTD-Net 2022.05	45.1	-	-	58.5	53.1	36.4	25	43.6	-

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