Visual Object Tracking on VOT 2022
97.9RobustnessSENTRY-D4S-L
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SENTRY-D4S-LZero-shot=true2026.06 | 97.9 | — | 80.5 | — | 75.9 | — | |
| DAM4SAM-LZero-shot=true2026.06 | 97.1 | — | 79.7 | — | 75 | — | |
| SAM2.1++2024.11 | 96.9 | 75.3 | 80 | — | — | — | |
| SAM2.1++2026.03 | 96.9 | 75.3 | — | 80 | — | — | |
| SENTRY-SR-LZero-shot=true2026.06 | 95.7 | — | 77.5 | — | 71.5 | — | |
| SENTRY-S2-LZero-shot=true2026.06 | 95.3 | — | 78.7 | — | 70.1 | — | |
| SAMURAI-LZero-shot=true2026.06 | 95.1 | — | 74.4 | — | 69.3 | — | |
| SAM2.12024.11 | 94.6 | 69.2 | 77.9 | — | — | — | |
| SAM2.12026.03 | 94.6 | 69.2 | — | 77.9 | — | — | |
| SAM2-LZero-shot=true2026.06 | 94.6 | — | 77.9 | — | 69.2 | — | |
| MS_AOT2024.11 | 94.4 | 67.3 | 78.1 | — | — | — | |
| MSAOT2026.03 | 94.4 | 67.3 | — | 78.1 | — | — | |
| MS_AOT2026.06 | 94.4 | — | 78.1 | — | 67.3 | — | |
| EdgeDAM2026.03 | 94.1 | 79 | — | 79 | — | — | |
| DAMTMask2024.11 | 89.1 | 62.4 | 79.6 | — | — | — | |
| DAMTMask2026.03 | 89.1 | 62.4 | — | 79.6 | — | — | |
| DAMTMask2026.06 | 89.1 | — | 79.6 | — | 62.4 | — | |
| MixFormerM2024.11 | 87.8 | 58.9 | 79.9 | — | — | — | |
| MixFormerM2026.03 | 87.8 | 58.9 | — | 79.9 | — | — | |
| MixFormer-M2026.06 | 87.8 | — | 79.9 | — | 58.9 | — | |
| OSTrackSTS2024.11 | 86.7 | 58.1 | 77.5 | — | — | — | |
| OSTrackSTS2026.03 | 86.7 | 58.1 | — | 77.5 | — | — | |
| OSTrackSTS2026.06 | 86.7 | — | 77.5 | — | 58.1 | — | |
| SRATransTS2024.11 | 86.6 | 54.7 | 74.3 | — | — | — | |
| SRATransTS2026.03 | 86.6 | 54.7 | — | 74.3 | — | — | |
| SRATransTS2026.06 | 86.6 | — | 74.3 | — | 54.7 | — | |
| TransT-M2024.11 | 86.5 | 54.2 | 74.3 | — | — | — | |
| TransT_M2026.03 | 86.5 | 54.2 | — | 74.3 | — | — | |
| TransT_M2026.06 | 86.5 | — | 74.3 | — | 54.2 | — | |
| Linker2024.11 | 86.1 | 55.9 | 77.2 | — | — | — | |
| GDFormer2024.11 | 86.1 | 53.8 | 74.4 | — | — | — | |
| TransLL2024.11 | 86.1 | 53 | 73.5 | — | — | — | |
| Linker2026.03 | 86.1 | 55.9 | — | 77.2 | — | — | |
| GDFormer2026.03 | 86.1 | 53.8 | — | 74.4 | — | — | |
| TransLL2026.03 | 86.1 | 53 | — | 73.5 | — | — | |
| Linker2026.06 | 86.1 | — | 77.2 | — | 55.9 | — | |
| GDFormer2026.06 | 86.1 | — | 74.4 | — | 53.8 | — | |
| TransLL2026.06 | 86.1 | — | 73.5 | — | 53 | — | |
| LWL_B2S2024.11 | 83.1 | 51.6 | 73.6 | — | — | — | |
| LWL_B2S2026.03 | 83.1 | 51.6 | — | 73.6 | — | — | |
| LWL_B2S2026.06 | 83.1 | — | 73.6 | — | 51.6 | — | |
| D3Sv22024.11 | 82.7 | 49.7 | 71.3 | — | — | — | |
| D3Sv22026.03 | 82.7 | 49.7 | — | 71.3 | — | — | |
| D3Sv22026.06 | 82.7 | — | 71.3 | — | 49.7 | — | |
| DiffusionTrack2024.11 | — | 63.4 | — | — | — | — | |
| DiffusionTrack2026.03 | — | 63.4 | — | — | — | — | |
| DiffusionTrack2026.06 | — | — | — | — | 63.4 | — | |
| SAM2Long-LFPS=26.12026.06 | — | — | — | — | — | 61.5 | |
| SENTRY-D4S-LFPS=30.22026.06 | — | — | — | — | — | 75.9 | |
| SENTRY-S2-LFPS=32.82026.06 | — | — | — | — | — | 70.1 | |
| SENTRY-SR-LFPS=30.92026.06 | — | — | — | — | — | 71.5 |