Video-to-Text Retrieval on LSMDC (Robustness Metrics) benchmark leaderboard · SOTA2 Research

Video-to-Text Retrieval on LSMDC (Robustness Metrics)

14.31Gaussian Blur R@1HAT-VTR

Evaluation Results

Method	Links
HAT-VTR2026.02		14.31	13.61	9.71	10.81	16.52	1.3	16.32	15.42	7.81	8.71	13.21	12.41	11.68
HAT-VTR2026.02		13.81	14.21	9.51	11.51	16.62	0.8	16.02	15.12	8.71	7.61	9.91	13.01	11.4
EATA2026.02		12.01	11.11	1.2	6.61	15.22	0.1	14.61	12.61	5.21	5.11	7.11	11.71	8.55
TCR2026.02		11.61	11.51	6.21	7.91	14.21	0.8	13.81	12.71	5.51	4.8	6.41	11.91	8.95
EATA2026.02		11.61	11.31	0.6	4.5	14.81	0.3	15.12	13.21	6.11	5.11	10.61	11.01	8.69
TCR2026.02		11.51	9.81	5.51	7.01	14.31	1.1	14.81	12.41	7.71	5.51	10.61	11.31	9.3
SAR2026.02		11.01	9.61	2.7	5.41	14.01	0.3	13.61	12.61	5.31	4.4	7.31	11.41	8.14
Tent2026.02		10.91	9.41	2.4	4.9	14.11	0.1	13.71	12.71	4.6	4.4	7.21	11.31	7.98
CLIP4Clip2026.02		10.61	8.61	3.6	6.11	13.51	0.4	14.01	12.61	5.11	4.4	6.91	11.21	8.09
READ2026.02		10.41	7.91	4.9	6.01	12.91	0.3	13.71	12.31	5.11	4.5	6.51	11.31	7.99
SAR2026.02		9.91	8.11	2.7	5.21	15.02	0.9	14.21	12.11	6.31	4.3	10.31	11.21	8.36
Tent2026.02		9.71	8.01	2.7	5.01	15.22	0.8	13.91	12.21	5.91	4.1	10.31	11.31	8.27
Xpool2026.02		9.31	7.21	4	5.31	14.51	0.9	13.71	11.81	6.51	4.2	10.21	11.01	8.22
READ2026.02		9.21	6.71	4.2	5.41	13.71	1	13.41	11.71	6.61	4.4	9.91	10.71	8.08