Referring Multi-Object Tracking on Refer-KITTI benchmark leaderboard · SOTA2 Research

Referring Multi-Object Tracking on Refer-KITTI

69.66HOTATransRMOT

Evaluation Results

Method	Links
TransRMOT2025.09		69.66	6.13	0	71.9	65.3	69.54	83	93	—	—	—	—	—
TempRMOT2025.09		68.7	0.24	0	67.65	66.6	69.2	98	98	—	—	—	—	—
TransRMOT2025.09		59.79	8.63	54.07	56.69	61.88	58.38	67	71	—	—	—	—	—
TempRMOT2025.09		56.87	2.53	12.6	55.69	55.08	59.5	89	73	—	—	—	—	—
TransRMOT2025.09		56.67	8.94	60.56	53.32	59.22	55.65	67	67	—	—	—	—	—
TransRMOT2025.09		56.26	9.3	60.82	51.86	59.5	54.26	64	68	—	—	—	—	—
COAL2026.05		53.38	—	—	69.74	40.89	—	—	—	60.32	54.73	76.25	86.68	90.99
HFF-Tracker2026.05		52.41	—	—	66.65	41.29	—	—	—	53.42	62.89	71.48	88.96	90.76
TempRMOT2026.05		52.21	—	—	66.75	40.95	—	—	—	55.65	59.25	71.82	87.76	90.4
TempRMOT2025.09		51.52	3.2	14.73	51.3	49.72	55.78	89	70	—	—	—	—	—
SKTrack2026.05		50.85	—	—	61.39	42.24	—	—	—	58.1	59.24	66.68	88.76	90.43
TempRMOT2025.09		49.89	4.32	41.07	46.55	47.8	49.99	72	64	—	—	—	—	—
CDRMT2026.05		49.35	—	—	60.56	40.34	—	—	—	54.54	59.3	64.7	89.8	90.61
MGLT2026.05		49.25	—	—	65.5	37.09	—	—	—	—	—	—	—	—
EchoTrack2026.05		48.86	—	—	57.59	41.26	—	—	—	53.42	62.83	61.61	89.33	90.74
iKUN2026.05		48.84	—	—	66.8	35.74	—	—	—	51.97	52.25	72.95	87.09	—
CGATracker2026.05		48.81	—	—	61.77	38.66	—	—	—	51.67	59.12	65.87	90.26	—
TransRMOT2026.05		46.56	—	—	57.33	37.97	—	—	—	49.69	60.1	60.02	89.67	90.33
DeepRMOT2026.05		39.55	—	—	53.23	30.12	—	—	—	41.91	47.47	58.47	82.16	80.49