Video Highlight Detection on TVSum benchmark leaderboard · SOTA2 Research

Video Highlight Detection on TVSum

91.3mAP@5 (BK)QD-DETR

Evaluation Results

Method	Links
QD-DETR2023.03		91.3	89.2	73.7	76.4	85.6	85	85.8	86.9	88.2	87.4	85
QD-DETR2023.03		91.2	87.8	77.7	78.7	90.2	88.3	84.1	88.3	87.6	91.7	86.6
UMT2023.03		86.9	84.4	79.6	76	88.2	78.8	81.4	87	87.5	81.5	83.1
PLD-VHD2022.04		84.5	80.9	70.3	72.5	76.4	87.2	71.9	74	74.4	79.1	77.1
TCG2023.03		77.3	78.6	68.1	71.6	81.9	78.6	80.2	75.5	85	71.4	76.8
MINI-Net2023.03		75	80.2	65.5	57.8	78.2	81.8	78.1	65.8	80.6	68.3	73.2
Joint-VA2023.03		73	97.4	67.5	70	78.5	86.1	80.1	69.2	83.7	57.3	76.3
SL2022.04		72.6	78.9	64	58.9	74.9	86.2	79	63.2	86.5	68.7	73.3
SL-Module2023.03		72.6	78.9	64	58.9	74.9	86.2	79	63.2	86.5	68.7	73.3
MINI-Net2022.04		71.7	76.9	59.1	55.9	75.4	81.3	78	54.5	80.3	65.3	69.8
SA2022.04		68.1	95	60.8	66.9	84.4	86.5	70.3	67.5	83.4	64.7	74.8
LIM-s2022.04		66.3	69.1	62.6	43.2	61.2	54	60.4	47.5	55.9	42.9	56.3
LIM-S2023.03		66.3	69.1	62.6	43.2	61.2	54	60.3	47.5	55.9	42.9	56.3
Trailer2023.03		64.7	65.6	68.1	58.2	65.7	60.8	59.1	70.1	61.3	54.6	62.8
VESD2022.04		44.1	49.2	48.8	48.7	49.6	50.3	47.8	48.5	44.7	49.3	48.1
SG2022.04		41.7	48.3	46.6	46.4	47.5	48.9	45.6	47.3	42.3	47.2	46.2
SG2023.03		41.7	48.3	46.6	46.4	47.5	48.9	45.6	47.3	42.3	47.2	46.2
SM2022.04		40.7	47.3	45.3	45.1	46.9	47.8	44.5	45.8	41.5	46.7	46.1
sLstm2022.04		40.6	47.1	45.5	45.2	46.3	47.7	44.8	46.1	41.1	46.2	45.1
SLSTM2023.03		40.6	47.1	45.5	45.2	46.3	47.7	44.8	46.1	41.1	46.2	45.1
DPP2022.04		39.5	46.4	44.9	44.2	45.7	46.2	43.7	44.6	39.9	45.3	44.7
DSN2022.04		36.8	43.5	41.6	41.2	42.8	43.6	41.1	41.7	37.3	44.1	42.4
KVS2022.04		34.2	41.9	39.4	39.7	40.2	41.7	38.2	40.3	35.3	44.1	39.8
CVS2022.04		32.6	40.2	37.8	36.5	37.9	39.8	35.4	38.1	32.8	41.3	37.2
MBF2022.04		31.3	36.5	35.7	36.5	32.5	41.2	31.8	33.4	29.5	35.7	34.5
Quasi2022.04		29.5	32.7	30.9	31.8	34.2	37.5	32.4	30.1	33.6	36.9	32.9