Highlight Detection on YouTube Highlights (full) benchmark leaderboard · SOTA2 Research

Highlight Detection on YouTube Highlights (full)

74.1mAP (Dog)DiffusionVMR

Evaluation Results

Method	Links
DiffusionVMR2023.08		74.1	78.7	74.2	73.8	73.9	80.8	75.9
LLM-EPET2024.07		73.6	73.2	72.5	75.3	73.4	82.5	75.3
QD-DETR2023.08		72.2	77.4	71	72.7	72.8	80.6	74.4
QD-DETR2024.07		72.2	77.4	71	72.7	72.8	80.6	74.4
UniVTG2023.08		71.8	76.5	73.9	73.3	73.2	82.2	75.2
UniVTG2024.07		71.8	76.5	73.9	73.3	73.2	82.2	75.2
SL-Module2023.08		70.8	53.2	77.2	72.5	66.1	76.2	69.3
SL-Module2024.07		70.8	53.2	77.2	72.5	66.1	76.2	69.3
UMT2023.08		65.9	75.2	81.6	71.8	72.3	82.7	74.9
UMT +2024.07		65.9	75.2	81.6	71.8	72.3	82.7	74.9
Joint-VA2023.08		64.5	71.9	80.8	62	73.2	78.3	71.8
Joint-VA2024.07		64.5	71.9	80.8	62	73.2	78.3	71.8
LSVM2023.08		60	41	61	62	36	61	53.6
LSVM2024.07		60	41	61	62	36	61	53.6
MINI-Net2023.08		58.2	61.7	70.2	72.2	58.7	65.1	64.4
MINI-Net2024.07		58.2	61.7	70.2	72.2	58.7	65.1	64.4
LIM-S2023.08		57.9	41.7	67	57.8	48.6	65.1	56.4
LIM-S2024.07		57.9	41.7	67	57.8	48.6	65.1	56.4
TCG2023.08		55.4	62.7	70.9	69.1	60.1	59.8	63
TCG +2024.07		55.4	62.7	70.9	69.1	60.1	59.8	63
RRAE2023.08		49	35	50	25	22	49	38.3
RRAE2024.07		49	35	50	25	22	49	38.3
GIFs2023.08		30.8	33.5	54	55.4	32.8	54.1	46.4
GIFs2024.07		30.8	33.5	54	55.4	32.8	54.1	46.4