Temporal Language Grounding on TVSum benchmark leaderboard · SOTA2 Research

Temporal Language Grounding on TVSum

88.73VTDemaFormer

Evaluation Results

Method	Links
DemaFormer2023.12		88.73	85.15	92.11	88.82	82.2	89.18	80.36	89.06	98.98	85.24	87.92
READ2023.12		88.3	85.15	89.76	75.8	86.69	86.62	74.99	82.38	84.65	79.6	83.39
UMT2023.12		87.54	81.51	88.21	78.83	81.42	87.04	75.98	86.93	79.64	83.14	83.02
DL-VHD2023.12		86.51	68.74	74.93	86.22	79.02	63.21	58.92	72.63	78.93	64.04	73.32
TCG2023.12		84.96	71.43	81.92	78.61	80.18	75.52	71.61	77.34	78.57	68.13	76.83
Full2023.12		84.17	81.5	88.2	71.54	81.4	84.31	72.3	76.53	78.86	77.7	79.65
Joint-VA2023.12		83.73	57.32	78.54	86.08	80.1	69.23	70.03	73.03	97.44	67.51	76.3
MINI-Net2023.12		80.64	68.31	78.16	81.83	78.11	65.82	57.84	74.99	80.22	65.49	73.14
Adapter2023.12		78.46	76.38	77.36	67.12	80.33	82.51	67.77	71.71	69.58	71.24	74.25
LoRA2023.12		77.87	77.01	77.82	66.38	80.21	82.23	66.89	72.31	69.58	72.09	74.24
Prompt2023.12		61.67	71.98	64.07	35.54	72.74	48.7	52.97	67.59	57.28	38.6	57.11
Proj2023.12		57.65	65.8	64.4	55.57	64.67	67.07	59.08	74.7	63.29	49.48	62.17
Partial2023.12		57.27	62.57	58.08	52.35	61.58	63.94	50.82	62.36	58.05	47.79	57.48
LIM-S2023.12		55.92	42.92	61.21	53.99	60.36	47.5	43.24	66.31	69.14	62.63	56.32
Bias2023.12		38.08	69.62	60.87	31.25	68.84	51.71	50.72	65.38	54.42	59.05	54.99