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Video Highlight Detection on TVSum

91.3mAP@5 (BK)

QD-DETR

Updated 1mo ago

Evaluation Results

Method	Links
QD-DETR 2023.03		91.3	89.2	73.7	76.4	85.6	85	85.8	86.9	88.2	87.4	85
QD-DETR 2023.03		91.2	87.8	77.7	78.7	90.2	88.3	84.1	88.3	87.6	91.7	86.6
UMT 2023.03		86.9	84.4	79.6	76	88.2	78.8	81.4	87	87.5	81.5	83.1
PLD-VHD 2022.04		84.5	80.9	70.3	72.5	76.4	87.2	71.9	74	74.4	79.1	77.1
TCG 2023.03		77.3	78.6	68.1	71.6	81.9	78.6	80.2	75.5	85	71.4	76.8
MINI-Net 2023.03		75	80.2	65.5	57.8	78.2	81.8	78.1	65.8	80.6	68.3	73.2
Joint-VA 2023.03		73	97.4	67.5	70	78.5	86.1	80.1	69.2	83.7	57.3	76.3
SL 2022.04		72.6	78.9	64	58.9	74.9	86.2	79	63.2	86.5	68.7	73.3
SL-Module 2023.03		72.6	78.9	64	58.9	74.9	86.2	79	63.2	86.5	68.7	73.3
MINI-Net 2022.04		71.7	76.9	59.1	55.9	75.4	81.3	78	54.5	80.3	65.3	69.8
SA 2022.04		68.1	95	60.8	66.9	84.4	86.5	70.3	67.5	83.4	64.7	74.8
LIM-s 2022.04		66.3	69.1	62.6	43.2	61.2	54	60.4	47.5	55.9	42.9	56.3
LIM-S 2023.03		66.3	69.1	62.6	43.2	61.2	54	60.3	47.5	55.9	42.9	56.3
Trailer 2023.03		64.7	65.6	68.1	58.2	65.7	60.8	59.1	70.1	61.3	54.6	62.8
VESD 2022.04		44.1	49.2	48.8	48.7	49.6	50.3	47.8	48.5	44.7	49.3	48.1
SG 2022.04		41.7	48.3	46.6	46.4	47.5	48.9	45.6	47.3	42.3	47.2	46.2
SG 2023.03		41.7	48.3	46.6	46.4	47.5	48.9	45.6	47.3	42.3	47.2	46.2
SM 2022.04		40.7	47.3	45.3	45.1	46.9	47.8	44.5	45.8	41.5	46.7	46.1
sLstm 2022.04		40.6	47.1	45.5	45.2	46.3	47.7	44.8	46.1	41.1	46.2	45.1
SLSTM 2023.03		40.6	47.1	45.5	45.2	46.3	47.7	44.8	46.1	41.1	46.2	45.1
DPP 2022.04		39.5	46.4	44.9	44.2	45.7	46.2	43.7	44.6	39.9	45.3	44.7
DSN 2022.04		36.8	43.5	41.6	41.2	42.8	43.6	41.1	41.7	37.3	44.1	42.4
KVS 2022.04		34.2	41.9	39.4	39.7	40.2	41.7	38.2	40.3	35.3	44.1	39.8
CVS 2022.04		32.6	40.2	37.8	36.5	37.9	39.8	35.4	38.1	32.8	41.3	37.2
MBF 2022.04		31.3	36.5	35.7	36.5	32.5	41.2	31.8	33.4	29.5	35.7	34.5
Quasi 2022.04		29.5	32.7	30.9	31.8	34.2	37.5	32.4	30.1	33.6	36.9	32.9