Text-to-Video Retrieval on MSVD 1kA (test) benchmark leaderboard · SOTA2 Research

Text-to-Video Retrieval on MSVD 1kA (test)

35.07OCRHAT-VTR

Evaluation Results

Method	Links
HAT-VTR2026.02		35.07	16.57	13.43	22.39	14.63	54.33	56.42	56.42	57.61	57.91	55.37	59.1	57.76	56.87	58.51	44.83
HAT-VTR2026.02		34.18	14.33	12.24	20.9	12.99	55.07	56.27	56.87	56.87	56.27	53.88	58.36	57.01	56.27	58.36	43.99
EATA2026.02		33.58	16.72	14.78	21.49	14.18	50.6	54.48	53.73	53.58	55.22	52.24	55.37	55.37	52.39	55.82	42.64
TCR2026.02		33.43	15.97	14.18	22.09	12.84	50.45	55.07	52.84	53.58	55.07	52.84	56.27	55.22	51.94	55.97	42.52
SAR2026.02		32.99	13.88	12.69	22.24	12.24	52.84	54.63	54.03	55.37	54.93	51.79	56.42	54.48	52.99	55.52	42.47
Tent2026.02		32.84	13.88	12.54	22.24	12.24	52.84	54.48	54.03	55.22	54.93	51.79	56.27	54.48	53.28	55.37	42.43
Tent2026.02		32.69	16.57	14.18	21.19	13.58	51.34	55.07	53.43	54.48	56.27	52.54	56.12	55.67	51.94	55.82	42.73
SAR2026.02		32.69	16.57	14.03	21.19	13.58	51.49	55.07	53.43	54.48	56.42	52.54	56.27	55.52	51.94	55.82	42.74
CLIP4Clip2026.02		32.54	13.73	12.54	22.24	12.09	52.69	54.93	54.33	55.52	55.37	51.79	56.42	54.48	53.58	55.37	42.51
TCR2026.02		32.54	13.43	12.54	22.09	12.24	53.13	54.93	53.58	54.93	55.07	52.09	55.37	55.07	53.13	55.07	42.35
READ2026.02		32.39	13.73	12.54	21.94	12.09	52.84	54.48	54.18	55.37	55.37	51.79	56.57	54.48	53.43	55.52	42.45
Xpool2026.02		32.39	16.27	13.73	20.9	13.58	51.94	54.93	53.43	54.48	56.42	52.69	56.12	55.52	51.94	55.67	42.67
READ2026.02		32.39	16.12	13.88	20.9	13.43	51.79	54.93	53.73	54.33	56.42	52.69	56.12	55.37	51.94	55.82	42.66
EATA2026.02		32.24	14.03	12.54	21.64	12.69	52.09	54.78	53.43	54.93	54.48	51.19	55.07	54.48	52.99	54.93	42.1