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Moment Retrieval on QVHighlights v1 (test)

76.59R1@0.5

LLaVA-MR

Updated 4d ago

Evaluation Results

Method	Links
LLaVA-MR 2026.01		76.59	61.48	69.41	54.4	52.73
SMORE 2026.01		76.39	62.84	70.4	55.9	54.72
Chrono 2026.01		74.77	60.51	68.12	53.38	51.37
SG-DETR 2026.01		72.2	56.6	73.2	55.8	54.1
InterVideo2-6B 2026.01		71.42	56.45	-	-	49.24
LLM-EPET 2024.07		66.73	49.94	65.76	43.91	44.05
CG-DETR 2024.07		65.43	48.38	64.51	42.77	42.86
QD-DETR 2024.07		62.4	44.98	62.52	39.88	39.86
QD-DETR 2026.01		62.4	44.98	62.52	39.88	39.86
UniVTG 2024.07		58.86	40.86	57.6	35.59	35.47
UniVTG 2026.01		58.86	40.86	57.6	35.59	35.47
UMT 2024.07		56.23	41.18	53.83	37.01	36.12
SeViLa 2026.01		54.5	36.5	-	-	32.3
Moment-DETR 2024.07		52.89	33.02	54.82	29.4	30.73
XML+ 2024.07		46.69	33.46	47.89	34.67	34.9
XML 2024.07		41.83	30.35	44.63	31.73	32.14
CAL 2024.07		25.49	11.54	23.4	7.65	9.89
CLIP 2024.07		16.88	5.19	18.11	7	7.67
MCN 2024.07		11.41	2.72	24.94	8.22	10.67