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Highlight Detection on TVSum v1.0 (test)

90.8VT

LLM-EPET

Updated 4d ago

Evaluation Results

Method	Links
LLM-EPET 2024.07		90.8	92	93.8	81.5	87.5	86	79.6	96.2	88	79	87.4
QD-DETR 2024.04		88.2	87.4	85.6	85	85.8	86.9	76.4	91.3	89.2	73.7	85
TaskWeave 2024.04		88.2	90.8	93.3	87.5	87	82	80.9	92.9	89.5	81.2	87.3
QD-DETR 2024.07		88.2	87.4	85.6	85	85.8	86.9	76.4	91.3	89.2	73.7	85
UMT 2024.04		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-Module 2024.04		86.5	68.7	74.9	86.2	79	63.2	58.9	72.6	78.9	64	73.3
SL-Module 2024.07		86.5	68.7	74.9	86.2	79	63.2	58.9	72.6	78.9	64	73.3
TCG 2024.04		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
UniVTG 2024.04		83.9	85.1	89	80.1	84.6	81.4	70.9	91.7	73.5	69.3	81
UniVTG 2024.07		83.9	85.1	89	80.1	84.6	81.4	70.9	91.7	73.5	69.3	81
Joint-VA 2024.04		83.7	57.3	78.5	86.1	80.1	69.2	70	73	97.4	67.5	76.3
Joint-VA 2024.07		83.7	57.3	78.5	86.1	80.1	69.2	70	73	97.4	67.5	76.3
MINI-Net 2024.04		80.6	68.3	78.2	81.8	78.1	65.8	57.8	75	80.2	65.5	73.2
MINI-Net 2024.07		80.6	68.3	78.2	81.8	78.1	65.8	57.8	75	80.2	65.5	73.2
Trailer 2024.04		61.3	54.6	65.7	60.8	59.1	70.1	58.2	64.7	65.6	68.1	62.8
Trailer 2024.07		61.3	54.6	65.7	60.8	59.1	70.1	58.2	64.7	65.6	68.1	62.8
LIM-S 2024.04		55.9	42.9	61.2	54	60.4	47.5	43.2	66.3	69.1	62.6	56.3
LIM-S 2024.07		55.9	42.9	61.2	54	60.3	47.5	43.2	66.3	69.1	62.6	56.3
SG 2024.04		42.3	47.2	47.5	48.9	45.6	47.3	46.4	41.7	48.3	46.6	46.2
SG 2024.07		42.3	47.2	47.5	48.9	45.6	47.3	46.4	41.7	48.3	46.6	46.2
SL-LSTM 2024.04		41.1	46.2	46.3	47.7	44.8	46.1	45.2	40.6	47.1	45.5	45.1
SLSTM 2024.07		41.1	46.2	46.3	47.7	44.8	46.1	45.2	40.6	47.1	45.5	45.1