Highlight Detection on TVSum v1.0 (test) benchmark leaderboard · SOTA2 Research

Highlight Detection on TVSum v1.0 (test)

90.8VTLLM-EPET

Evaluation Results

Method	Links
LLM-EPET2024.07		90.8	92	93.8	81.5	87.5	86	79.6	96.2	88	79	87.4
QD-DETR2024.04		88.2	87.4	85.6	85	85.8	86.9	76.4	91.3	89.2	73.7	85
TaskWeave2024.04		88.2	90.8	93.3	87.5	87	82	80.9	92.9	89.5	81.2	87.3
QD-DETR2024.07		88.2	87.4	85.6	85	85.8	86.9	76.4	91.3	89.2	73.7	85
UMT2024.04		87.5	81.5	88.2	78.8	81.4	87	76	86.9	84.4	79.6	83.1
UMT+2024.07		87.5	81.5	88.2	78.8	81.4	87	76	86.9	84.4	79.6	83.1
SL-Module2024.04		86.5	68.7	74.9	86.2	79	63.2	58.9	72.6	78.9	64	73.3
SL-Module2024.07		86.5	68.7	74.9	86.2	79	63.2	58.9	72.6	78.9	64	73.3
TCG2024.04		85	71.4	81.9	78.6	80.2	75.5	71.6	77.3	78.6	68.1	76.8
TCG+2024.07		85	71.4	81.9	78.6	80.2	75.5	71.6	77.3	78.6	68.1	76.8
UniVTG2024.04		83.9	85.1	89	80.1	84.6	81.4	70.9	91.7	73.5	69.3	81
UniVTG2024.07		83.9	85.1	89	80.1	84.6	81.4	70.9	91.7	73.5	69.3	81
Joint-VA2024.04		83.7	57.3	78.5	86.1	80.1	69.2	70	73	97.4	67.5	76.3
Joint-VA2024.07		83.7	57.3	78.5	86.1	80.1	69.2	70	73	97.4	67.5	76.3
MINI-Net2024.04		80.6	68.3	78.2	81.8	78.1	65.8	57.8	75	80.2	65.5	73.2
MINI-Net2024.07		80.6	68.3	78.2	81.8	78.1	65.8	57.8	75	80.2	65.5	73.2
Trailer2024.04		61.3	54.6	65.7	60.8	59.1	70.1	58.2	64.7	65.6	68.1	62.8
Trailer2024.07		61.3	54.6	65.7	60.8	59.1	70.1	58.2	64.7	65.6	68.1	62.8
LIM-S2024.04		55.9	42.9	61.2	54	60.4	47.5	43.2	66.3	69.1	62.6	56.3
LIM-S2024.07		55.9	42.9	61.2	54	60.3	47.5	43.2	66.3	69.1	62.6	56.3
SG2024.04		42.3	47.2	47.5	48.9	45.6	47.3	46.4	41.7	48.3	46.6	46.2
SG2024.07		42.3	47.2	47.5	48.9	45.6	47.3	46.4	41.7	48.3	46.6	46.2
SL-LSTM2024.04		41.1	46.2	46.3	47.7	44.8	46.1	45.2	40.6	47.1	45.5	45.1
SLSTM2024.07		41.1	46.2	46.3	47.7	44.8	46.1	45.2	40.6	47.1	45.5	45.1