Natural Language Tracking on TNL-2K
57.8AUCQueryNLT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QueryNLTInitialize=NL+BB2024.03 | 57.8 | 58.7 | 75.6 | |
| JointNLTInitialize=NL+BB2024.03 | 56.9 | 58.1 | 73.6 | |
| JointNLT*Initialize=NL+BB, Note=reproducing results using the officially released code2024.03 | 56.6 | 57.9 | 74.8 | |
| SwinTrack-BInitialize=BB2024.03 | 55.9 | 57.1 | — | |
| OSTrack-384Initialize=BB2024.03 | 55.9 | — | — | |
| JointNLTInitialize=NL2024.03 | 54.6 | 55 | 70.6 | |
| QueryNLTInitialize=NL2024.03 | 53.3 | 53 | 70.4 | |
| TrDiMPInitialize=BB2024.03 | 52.3 | 52.8 | — | |
| JointNLT*Initialize=NL, Note=reproducing results using the officially released code2024.03 | 52.1 | 51.2 | 68.8 | |
| TransTInitialize=BB2024.03 | 50.7 | 51.7 | — | |
| AutoMatchInitialize=BB2024.03 | 47.2 | 43.5 | — | |
| TNL2K-2Initialize=NL+BB2024.03 | 41.7 | 42 | 50 | |
| SiamRPN++Initialize=BB2024.03 | 41.3 | 41.2 | 48 | |
| OceanInitialize=BB2024.03 | 38.4 | 37.7 | 45 | |
| SNLTInitialize=NL+BB2024.03 | 27.6 | 41.9 | — | |
| RVTNLNInitialize=NL+BB2024.03 | 25 | 27 | 34 | |
| RTTNLDInitialize=NL+BB2024.03 | 25 | 27 | 33 | |
| CTRNLTInitialize=NL2024.03 | 14 | 9 | — | |
| TNL2K-1Initialize=NL2024.03 | 11.4 | 6.4 | 11 |