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

Text-to-Video Retrieval on MSRVTT 1kA Query-Shift (test)

26.9Recall@1 (OCR)HAT-VTR

Evaluation Results

Method	Links
HAT-VTR2026.02		26.9	14.8	14.4	18.5	14.7	44.8	43.8	44.4	46.6	47.3	42.6	48.7	46.1	46.1	48.1	36.5
TCR2026.02		25.7	12.8	13.2	16.4	12.2	43.6	43.9	41.5	45.2	46	42.7	46.1	44.5	44.8	46.8	35
SAR2026.02		25.6	12.7	13.2	17.1	12.2	43.4	43.7	42.3	45.3	46.2	43.3	46.7	45.2	44.7	47	35.2
Tent2026.02		25.5	12.4	13.1	17	12.3	43.2	43.8	42.2	45.2	46.2	42.9	46.7	44.9	44.6	46.7	35.1
EATA2026.02		25.2	12.4	13.2	17.1	12.2	42.8	44.1	42.1	45.3	45.4	42.1	45.7	44.9	45	46.2	34.9
READ2026.02		25.1	12.4	13.3	17	12	43.1	43.9	42.2	45.7	46.3	43.1	46.6	45.5	45.1	47.2	35.2
Xpool2026.02		25	12.5	13.2	16.9	12.1	43.4	44.1	42.3	45.3	46.2	43.1	46.6	45.3	44.9	47	35.2
HAT-VTR2026.02		24.5	13.8	14.1	16.7	12.8	40.7	41.6	41.2	42.9	42.9	39.8	43.6	42.3	42.4	43.7	33.5
TCR2026.02		21.7	12.8	13	14.9	11	39.1	39.4	39.4	39.8	39.8	37.8	40.9	39.8	40.1	41.7	31.4
EATA2026.02		21.6	12.5	12.2	15.1	10.5	38.6	39.3	39.7	40.2	39.8	38.4	41.2	39.6	40.2	41.5	31.4
CLIP4Clip2026.02		21.5	12.8	12.2	15.7	11.2	38.9	39	39.7	39.5	39.7	38.5	40.9	39.7	40.6	41.8	31.4
Tent2026.02		21.5	12.6	11.9	15.9	11.1	38.6	39	39.9	39.7	39.5	38.3	41.4	40.1	41	41.6	31.5
READ2026.02		21.5	12.9	12.4	15.8	11	38.8	39.1	39.7	39.2	39.5	38.6	41	39.9	40.4	41.6	31.4
SAR2026.02		21.4	12.8	12.1	15.7	11.1	38.6	38.9	39.9	39.8	39.5	38.3	41.3	40.2	40	41.7	31.4