Vision-Language Tracking on TNLLT latest (test)
64.5SROpen_VLTrack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Open_VLTrackType=BL2026.06 | 64.5 | 75 | 78.2 | |
| ReasoningTrackType=BL2026.06 | 63.9 | 74.1 | 77 | |
| DUTrackType=BL2026.06 | 62.8 | 72.5 | 75.8 | |
| VPTrackerSource=Ours, Type=BL2025.12 | 62.5 | 72.9 | 73.8 | |
| SDTrackType=BL2026.06 | 61 | 64 | 82.3 | |
| CTVLTSource=ICASSP2025, Type=BL2025.12 | 60.9 | 69.5 | 73.6 | |
| CTVLTType=BL2026.06 | 60.9 | 69.5 | 73.6 | |
| MixFormerSource=CVPR2022, Type=BB2025.12 | 56 | 61.1 | 67.8 | |
| MixFormerType=BB2026.06 | 56 | 61.1 | 67.8 | |
| MMTrackSource=TCSVT2023, Type=BL2025.12 | 55.8 | 61.8 | 67.7 | |
| MMTrackType=BL2026.06 | 55.8 | 61.8 | 67.7 | |
| AQATrackSource=CVPR2024, Type=BB2025.12 | 55.1 | 61.5 | 66.5 | |
| AQATrackType=BB2026.06 | 55.1 | 61.5 | 66.5 | |
| ODTrackSource=AAAI2024, Type=BB2025.12 | 54.4 | 61.3 | 65.9 | |
| EVPTrackSource=AAAI2024, Type=BB2025.12 | 54.4 | 61.3 | 65.8 | |
| UVLTrackSource=AAAI2024, Type=BL2025.12 | 54.4 | 60.3 | 66.2 | |
| ODTrackType=BB2026.06 | 54.4 | 61.3 | 65.9 | |
| EVPTrackType=BB2026.06 | 54.4 | 61.3 | 65.8 | |
| UVLTrackType=BL2026.06 | 54.4 | 60.3 | 66.2 | |
| UVLTrackSource=AAAI2024, Type=BB2025.12 | 53.1 | 58.1 | 64.1 | |
| UVLTrackType=BB2026.06 | 53.1 | 58.1 | 64.1 | |
| AiATrackSource=ECCV2022, Type=BB2025.12 | 53 | 56.9 | 63.5 | |
| AiATrackType=BB2026.06 | 53 | 56.9 | 63.5 | |
| OSTrackSource=ECCV2022, Type=BB2025.12 | 52.1 | 57.3 | 63.6 | |
| OSTrackType=BB2026.06 | 52.1 | 57.3 | 63.6 | |
| UVLTrackSource=AAAI2024, Type=NL2025.12 | 51.9 | 57.4 | 63.1 | |
| UVLTrackType=NL2026.06 | 51.9 | 57.4 | 63.1 | |
| GLADType=BL2026.06 | 51.9 | 51.6 | 72.6 | |
| SUTrackSource=AAAI2025, Type=BL2025.12 | 50.8 | 55.4 | 60 | |
| SUTrackType=BL2026.06 | 50.8 | 55.4 | 60 | |
| CiteTrackSource=ICCV2023, Type=BB2025.12 | 50.3 | 55.3 | 60.8 | |
| CiteTrackType=BB2026.06 | 50.3 | 55.3 | 60.8 | |
| GRMSource=CVPR2023, Type=BB2025.12 | 50 | 55.4 | 61.3 | |
| GRMType=BB2026.06 | 50 | 55.4 | 61.3 | |
| All-in-oneSource=MM2023, Type=BL2025.12 | 49.7 | 54.8 | 60.6 | |
| All-in-oneType=BL2026.06 | 49.7 | 54.8 | 60.6 | |
| ROMTrackSource=ICCV2023, Type=BB2025.12 | 49 | 54.8 | 59.9 | |
| ROMTrackType=BB2026.06 | 49 | 54.8 | 59.9 | |
| LMTrackSource=AAAI2025, Type=BB2025.12 | 48.7 | 53 | 59.8 | |
| LMTrackType=BB2026.06 | 48.7 | 53 | 59.8 | |
| JointNLTSource=CVPR2023, Type=BL2025.12 | 45.4 | 48.2 | 55.9 | |
| JointNLTType=BL2026.06 | 45.4 | 48.2 | 55.9 | |
| JointNLTSource=CVPR2023, Type=NL2025.12 | 45 | 47.9 | 55.5 | |
| JointNLTType=NL2026.06 | 45 | 47.9 | 55.5 |