Highlight Detection on TVSum (test) benchmark leaderboard · SOTA2 Research

Highlight Detection on TVSum (test)

92VT (Top-5 mAP)UniVTG

Evaluation Results

Method	Links
UniVTG2024.12		92	77.8	89.8	83.8	82.2	85.8	74.3	91.8	90.5	77.6	84.6
VIDEOLIGHTS-PT2024.12		91.8	95	85.3	88.6	89.6	86.7	76.7	94	88.5	78.6	87.9
VIDEOLIGHTS-B-PT2024.12		91.4	88.2	93	95.2	87.2	89.1	76.1	95.1	88.6	81.3	88.52
VIDEOLIGHTS-B2024.12		91.3	92.5	93.3	84.3	84	85.3	77.3	92.7	88.2	81.6	87.75
VIDEOLIGHTS2024.12		89.8	88.7	95	88	83.6	90.1	79.4	94.2	88.6	81.2	87.9
TR-DETR2024.12		89.3	93	94.3	85.1	88	88.6	80.4	91.3	89.5	81.6	88.1
VIDEOLIGHTS2024.12		89.1	92.7	92.3	86.7	89.8	88.9	78.5	94	94.8	87.4	87.8
QD-DETR2024.12		88.2	87.4	85.6	85	85.8	86.9	76.4	91.3	89.2	73.7	85
UVCOM2024.12		87.6	91.6	91.4	86.7	86.9	86.9	76.9	92.3	87.4	75.6	86.3
UMT2024.12		87.5	81.5	81.5	81.5	81.4	87	76	86.9	84.4	79.6	83.1
SL-Module2024.12		86.5	68.7	74.9	86.2	79	63.2	58.9	72.6	78.9	64	73.3
MH-DETR2024.12		86.1	79.4	84.3	85.8	81.2	83.9	74.3	82.7	86.5	71.6	81.6
UniVTG2024.12		83.9	85.1	89	80.1	84.6	81.4	70.9	91.7	73.5	69.3	81
Trailer2024.12		61.3	54.6	65.7	60.8	59.1	70.1	58.2	64.7	65.6	68.1	62.8
LIM-S2024.12		55.9	42.9	61.2	54	60.3	47.5	43.2	66.3	69.1	62.6	56.3
SG2024.12		42.3	47.2	47.5	48.9	45.6	47.3	46.4	41.7	48.3	46.6	46.2
SLSTM2024.12		41.1	46.2	46.3	47.7	44.8	46.1	45.2	40.6	47.1	45.5	45.1